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NCT07640360
Positive_chunks
1
NCT07640360_1
macro_question
What is the main goal of this clinical trial regarding secondary prevention after a minor stroke?
TITLE: WATCH-STEP : Pilot Trial: Smartwatch-Guided Secondary Prevention After Stroke Randomized Trial of Nurse-led Program With Active vs Passive Smartwatch in Minor Stroke. A Randomized Controlled Trial Evaluating a Nurse-led Secondary Prevention and Physical Activity Program Supported by Either an Active Smartwatch (...
1,730
success
1
NCT07640360
Positive_chunks
1
NCT07640360_1
patient_profile_question
Could I qualify for this trial if I had a recent minor ischemic stroke with an initial NIHSS score of 3 and live at home?
TITLE: WATCH-STEP : Pilot Trial: Smartwatch-Guided Secondary Prevention After Stroke Randomized Trial of Nurse-led Program With Active vs Passive Smartwatch in Minor Stroke. A Randomized Controlled Trial Evaluating a Nurse-led Secondary Prevention and Physical Activity Program Supported by Either an Active Smartwatch (...
1,730
success
2
NCT07640360
Positive_chunks
1
NCT07640360_1
operational_question
Is there an age limit for patients to participate in this trial, and do they need to have WiFi access at home?
TITLE: WATCH-STEP : Pilot Trial: Smartwatch-Guided Secondary Prevention After Stroke Randomized Trial of Nurse-led Program With Active vs Passive Smartwatch in Minor Stroke. A Randomized Controlled Trial Evaluating a Nurse-led Secondary Prevention and Physical Activity Program Supported by Either an Active Smartwatch (...
1,730
success
3
NCT07640360
Positive_chunks
1
NCT07640360_1
conversational_question
I had a small stroke and my doctor said I should be more active. Can I use a smartwatch to help me walk more and reduce my risk of another stroke?
TITLE: WATCH-STEP : Pilot Trial: Smartwatch-Guided Secondary Prevention After Stroke Randomized Trial of Nurse-led Program With Active vs Passive Smartwatch in Minor Stroke. A Randomized Controlled Trial Evaluating a Nurse-led Secondary Prevention and Physical Activity Program Supported by Either an Active Smartwatch (...
1,730
success
4
NCT07631078
Positive_chunks
1
NCT07631078_1
macro_question
What is the primary mechanism by which kTMP-enhanced motor rehabilitation aims to improve arm/hand function in patients with chronic stroke recovery?
TITLE: kTMP-Enhanced Motor Rehabilitation for Chronic Stroke Recovery SUMMARY: kTMP, kilohertz transcutaneous magnetic perturbations, is a low intensity transcranial magnetic stimulation technique that will be used in this study to promote arm/hand rehabilitation in patients who have been disabled by stroke. INCLUSION_...
750
success
5
NCT07631078
Positive_chunks
1
NCT07631078_1
patient_profile_question
Could a patient who had an ischemic stroke 15 months ago and has a Fugl-Meyer Assessment: Upper Extremity score of 30 qualify for this study?
TITLE: kTMP-Enhanced Motor Rehabilitation for Chronic Stroke Recovery SUMMARY: kTMP, kilohertz transcutaneous magnetic perturbations, is a low intensity transcranial magnetic stimulation technique that will be used in this study to promote arm/hand rehabilitation in patients who have been disabled by stroke. INCLUSION_...
750
success
6
NCT07631078
Positive_chunks
1
NCT07631078_1
operational_question
What is the minimum age requirement for participants in this clinical trial?
TITLE: kTMP-Enhanced Motor Rehabilitation for Chronic Stroke Recovery SUMMARY: kTMP, kilohertz transcutaneous magnetic perturbations, is a low intensity transcranial magnetic stimulation technique that will be used in this study to promote arm/hand rehabilitation in patients who have been disabled by stroke. INCLUSION_...
750
success
7
NCT07631078
Positive_chunks
1
NCT07631078_1
conversational_question
I had a stroke a year ago and still have trouble moving my arm. Can I participate in this study to get some help?
TITLE: kTMP-Enhanced Motor Rehabilitation for Chronic Stroke Recovery SUMMARY: kTMP, kilohertz transcutaneous magnetic perturbations, is a low intensity transcranial magnetic stimulation technique that will be used in this study to promote arm/hand rehabilitation in patients who have been disabled by stroke. INCLUSION_...
750
success
8
NCT07690982
Positive_chunks
1
NCT07690982_1
macro_question
What is the purpose of this clinical trial regarding the PhysioMaster smartphone application?
TITLE: Validity and Reliability of the PhysioMaster in Assessing Posture and Range of Motion in Patients With Stroke SUMMARY: The smartphone application named PhysioMaster is an easy-to-use, accessible, and freely available application. Although it has been used in several previous studies, no validity or reliability s...
1,839
success
9
NCT07690982
Positive_chunks
1
NCT07690982_1
patient_profile_question
Could a patient with hemiplegia caused solely by stroke and at least 6 months post-stroke qualify for this study?
TITLE: Validity and Reliability of the PhysioMaster in Assessing Posture and Range of Motion in Patients With Stroke SUMMARY: The smartphone application named PhysioMaster is an easy-to-use, accessible, and freely available application. Although it has been used in several previous studies, no validity or reliability s...
1,839
success
10
NCT07690982
Positive_chunks
1
NCT07690982_1
operational_question
How old must a patient be to participate in this study?
TITLE: Validity and Reliability of the PhysioMaster in Assessing Posture and Range of Motion in Patients With Stroke SUMMARY: The smartphone application named PhysioMaster is an easy-to-use, accessible, and freely available application. Although it has been used in several previous studies, no validity or reliability s...
1,839
success
11
NCT07690982
Positive_chunks
1
NCT07690982_1
conversational_question
I had a stroke and I'm interested in using an app to track my posture and movement. Can I use the PhysioMaster app for this?
TITLE: Validity and Reliability of the PhysioMaster in Assessing Posture and Range of Motion in Patients With Stroke SUMMARY: The smartphone application named PhysioMaster is an easy-to-use, accessible, and freely available application. Although it has been used in several previous studies, no validity or reliability s...
1,839
success
12
NCT07635498
Positive_chunks
1
NCT07635498_1
macro_question
What is the primary objective of this clinical trial?
TITLE: Virtual Stroke Units Versus Conventional Stroke Unit Care in Non-Thrombectomy-Candidate Patients: A Non-Inferiority Prospective Cohort Study SUMMARY: Stroke is the leading cause of acquired disability in adults and a major cause of mortality worldwide; in Spain, Andalusia shows the highest stroke-related mortali...
2,105
success
13
NCT07635498
Positive_chunks
1
NCT07635498_1
patient_profile_question
Could a patient with acute ischemic stroke and no access to a Comprehensive Stroke Unit qualify for this study?
TITLE: Virtual Stroke Units Versus Conventional Stroke Unit Care in Non-Thrombectomy-Candidate Patients: A Non-Inferiority Prospective Cohort Study SUMMARY: Stroke is the leading cause of acquired disability in adults and a major cause of mortality worldwide; in Spain, Andalusia shows the highest stroke-related mortali...
2,105
success
14
NCT07635498
Positive_chunks
1
NCT07635498_1
operational_question
Are patients under 18 years old eligible to participate in this trial?
TITLE: Virtual Stroke Units Versus Conventional Stroke Unit Care in Non-Thrombectomy-Candidate Patients: A Non-Inferiority Prospective Cohort Study SUMMARY: Stroke is the leading cause of acquired disability in adults and a major cause of mortality worldwide; in Spain, Andalusia shows the highest stroke-related mortali...
2,105
success
15
NCT07635498
Positive_chunks
1
NCT07635498_1
conversational_question
I had a stroke and don't have access to a specialized stroke unit, can I be part of this study?
TITLE: Virtual Stroke Units Versus Conventional Stroke Unit Care in Non-Thrombectomy-Candidate Patients: A Non-Inferiority Prospective Cohort Study SUMMARY: Stroke is the leading cause of acquired disability in adults and a major cause of mortality worldwide; in Spain, Andalusia shows the highest stroke-related mortali...
2,105
success
16
NCT07702968
Positive_chunks
1
NCT07702968_1
macro_question
What is the main goal of this clinical trial regarding stroke diagnosis?
TITLE: Validation of Low Field MRI in Patients With Stroke Symptoms Less Than 12 Hours SUMMARY: This study evaluates the accuracy and feasibility of a portable low-field MRI (Hyperfine) device in patients presenting to the emergency department with suspected acute stroke. All enrolled patients undergo standard clinical...
1,296
success
17
NCT07702968
Positive_chunks
1
NCT07702968_1
patient_profile_question
Could a patient with symptoms of acute stroke onset within 12 hours qualify for this study?
TITLE: Validation of Low Field MRI in Patients With Stroke Symptoms Less Than 12 Hours SUMMARY: This study evaluates the accuracy and feasibility of a portable low-field MRI (Hyperfine) device in patients presenting to the emergency department with suspected acute stroke. All enrolled patients undergo standard clinical...
1,296
success
18
NCT07702968
Positive_chunks
1
NCT07702968_1
operational_question
Is there an age restriction for patients participating in this clinical trial?
TITLE: Validation of Low Field MRI in Patients With Stroke Symptoms Less Than 12 Hours SUMMARY: This study evaluates the accuracy and feasibility of a portable low-field MRI (Hyperfine) device in patients presenting to the emergency department with suspected acute stroke. All enrolled patients undergo standard clinical...
1,296
success
19
NCT07702968
Positive_chunks
1
NCT07702968_1
conversational_question
I'm experiencing stroke symptoms, can I get a low-field MRI scan at the emergency department?
TITLE: Validation of Low Field MRI in Patients With Stroke Symptoms Less Than 12 Hours SUMMARY: This study evaluates the accuracy and feasibility of a portable low-field MRI (Hyperfine) device in patients presenting to the emergency department with suspected acute stroke. All enrolled patients undergo standard clinical...
1,296
success
20
NCT07629674
Positive_chunks
1
NCT07629674_1
macro_question
What is the primary goal of this clinical trial?
TITLE: Use of Intensive Visual Stimulation Through Video Therapy to Enhance Lower Limb Motor Recovery After Stroke (SIVIMI). A Single-Center Pilot Study Using a Single-Case Experimental Design (SCED) SUMMARY: This pilot study evaluates video therapy for lower limb motor recovery after stroke, an approach remains insuff...
1,266
success
21
NCT07629674
Positive_chunks
1
NCT07629674_1
patient_profile_question
Could a patient who had a stroke and is currently receiving rehabilitation care qualify for this study?
TITLE: Use of Intensive Visual Stimulation Through Video Therapy to Enhance Lower Limb Motor Recovery After Stroke (SIVIMI). A Single-Center Pilot Study Using a Single-Case Experimental Design (SCED) SUMMARY: This pilot study evaluates video therapy for lower limb motor recovery after stroke, an approach remains insuff...
1,266
success
22
NCT07629674
Positive_chunks
1
NCT07629674_1
operational_question
How old must a patient be to participate in this pilot study?
TITLE: Use of Intensive Visual Stimulation Through Video Therapy to Enhance Lower Limb Motor Recovery After Stroke (SIVIMI). A Single-Center Pilot Study Using a Single-Case Experimental Design (SCED) SUMMARY: This pilot study evaluates video therapy for lower limb motor recovery after stroke, an approach remains insuff...
1,266
success
23
NCT07629674
Positive_chunks
1
NCT07629674_1
conversational_question
I had a stroke and I'm still recovering. Can I use video games to help me walk better?
TITLE: Use of Intensive Visual Stimulation Through Video Therapy to Enhance Lower Limb Motor Recovery After Stroke (SIVIMI). A Single-Center Pilot Study Using a Single-Case Experimental Design (SCED) SUMMARY: This pilot study evaluates video therapy for lower limb motor recovery after stroke, an approach remains insuff...
1,266
success
24
NCT07753759
Positive_chunks
1
NCT07753759_1
macro_question
What is being compared in this clinical trial regarding treatment for post-stroke hemiplegic shoulder pain?
TITLE: Ultrasound-Guided Pulsed Radiofrequency Neuromodulation Versus Ultrasound -Guided Phenol Neurolysis in Post-Stroke Hemiplegic Shoulder Pain: A Randomized Controlled Trial SUMMARY: Post-stroke hemiplegic shoulder pain is a common complication that negatively affects upper limb function and quality of life. This r...
1,527
success
25
NCT07753759
Positive_chunks
1
NCT07753759_1
patient_profile_question
Could a patient with a history of ischemic stroke and severe shoulder pain qualify for this trial?
TITLE: Ultrasound-Guided Pulsed Radiofrequency Neuromodulation Versus Ultrasound -Guided Phenol Neurolysis in Post-Stroke Hemiplegic Shoulder Pain: A Randomized Controlled Trial SUMMARY: Post-stroke hemiplegic shoulder pain is a common complication that negatively affects upper limb function and quality of life. This r...
1,527
success
26
NCT07753759
Positive_chunks
1
NCT07753759_1
operational_question
Is this trial limited to patients who can provide written informed consent?
TITLE: Ultrasound-Guided Pulsed Radiofrequency Neuromodulation Versus Ultrasound -Guided Phenol Neurolysis in Post-Stroke Hemiplegic Shoulder Pain: A Randomized Controlled Trial SUMMARY: Post-stroke hemiplegic shoulder pain is a common complication that negatively affects upper limb function and quality of life. This r...
1,527
success
27
NCT07753759
Positive_chunks
1
NCT07753759_1
conversational_question
I had a stroke and have really bad pain in my shoulder. Can I participate in this study?
TITLE: Ultrasound-Guided Pulsed Radiofrequency Neuromodulation Versus Ultrasound -Guided Phenol Neurolysis in Post-Stroke Hemiplegic Shoulder Pain: A Randomized Controlled Trial SUMMARY: Post-stroke hemiplegic shoulder pain is a common complication that negatively affects upper limb function and quality of life. This r...
1,527
success
28
NCT07670585
Positive_chunks
1
NCT07670585_1
macro_question
What is the primary objective of this clinical trial regarding stroke patients?
TITLE: Ultrasonographic Evaluation of Morphological and Functional Characteristics of Intercostal Muscles in Stroke Patients and Their Relationship With Clinical Parameters SUMMARY: The aim of this study is to evaluate the morphological and functional characteristics of parasternal intercostal muscles in patients with ...
1,061
success
29
NCT07670585
Positive_chunks
1
NCT07670585_1
patient_profile_question
Could a patient with a history of ischemic stroke qualify for this study?
TITLE: Ultrasonographic Evaluation of Morphological and Functional Characteristics of Intercostal Muscles in Stroke Patients and Their Relationship With Clinical Parameters SUMMARY: The aim of this study is to evaluate the morphological and functional characteristics of parasternal intercostal muscles in patients with ...
1,061
success
30
NCT07670585
Positive_chunks
1
NCT07670585_1
operational_question
Is there an age restriction for participants in this clinical trial?
TITLE: Ultrasonographic Evaluation of Morphological and Functional Characteristics of Intercostal Muscles in Stroke Patients and Their Relationship With Clinical Parameters SUMMARY: The aim of this study is to evaluate the morphological and functional characteristics of parasternal intercostal muscles in patients with ...
1,061
success
31
NCT07670585
Positive_chunks
1
NCT07670585_1
conversational_question
I had a stroke, can I participate in this study and get my muscles checked?
TITLE: Ultrasonographic Evaluation of Morphological and Functional Characteristics of Intercostal Muscles in Stroke Patients and Their Relationship With Clinical Parameters SUMMARY: The aim of this study is to evaluate the morphological and functional characteristics of parasternal intercostal muscles in patients with ...
1,061
success
32
NCT07747701
Positive_chunks
1
NCT07747701_1
macro_question
What is the main goal of this clinical trial regarding reperfusion therapy in acute ischemic stroke?
TITLE: Ultra-early Identification of Futile Recanalization After Reperfusion Therapy in Acute Ischemic Stroke Based on Cerebral Autoregulation Monitoring: a Multicenter, Prospective, Interventional Study SUMMARY: This multicenter, prospective, and interventional diagnostic accuracy study enrolls patients undergoing thr...
1,373
success
33
NCT07747701
Positive_chunks
1
NCT07747701_1
patient_profile_question
Could a patient with an NIHSS score of 8 and a pre-stroke mRS score of 0 qualify for this study?
TITLE: Ultra-early Identification of Futile Recanalization After Reperfusion Therapy in Acute Ischemic Stroke Based on Cerebral Autoregulation Monitoring: a Multicenter, Prospective, Interventional Study SUMMARY: This multicenter, prospective, and interventional diagnostic accuracy study enrolls patients undergoing thr...
1,373
success
34
NCT07747701
Positive_chunks
1
NCT07747701_1
operational_question
Is there an age limit for patients participating in this multicenter study?
TITLE: Ultra-early Identification of Futile Recanalization After Reperfusion Therapy in Acute Ischemic Stroke Based on Cerebral Autoregulation Monitoring: a Multicenter, Prospective, Interventional Study SUMMARY: This multicenter, prospective, and interventional diagnostic accuracy study enrolls patients undergoing thr...
1,373
success
35
NCT07747701
Positive_chunks
1
NCT07747701_1
conversational_question
I had a stroke last week, can I still join this trial if I'm getting treatment?
TITLE: Ultra-early Identification of Futile Recanalization After Reperfusion Therapy in Acute Ischemic Stroke Based on Cerebral Autoregulation Monitoring: a Multicenter, Prospective, Interventional Study SUMMARY: This multicenter, prospective, and interventional diagnostic accuracy study enrolls patients undergoing thr...
1,373
success
36
NCT07647666
Positive_chunks
1
NCT07647666_1
macro_question
What is the purpose of combining an oropharyngeal flushing suction tube with laryngoscope in stroke patients?
TITLE: Translational Application of an Oropharyngeal Flushing Suction Tube Combined With Laryngoscope for Improving Prognosis in Stroke-Associated Pneumonia: A Prospective Randomized Controlled Trial SUMMARY: Stroke-associated pneumonia is a common and clinically important complication after acute ischemic stroke, espe...
1,148
success
37
NCT07647666
Positive_chunks
1
NCT07647666_1
patient_profile_question
Could a patient with impaired consciousness and reduced cough reflexes qualify for this trial?
TITLE: Translational Application of an Oropharyngeal Flushing Suction Tube Combined With Laryngoscope for Improving Prognosis in Stroke-Associated Pneumonia: A Prospective Randomized Controlled Trial SUMMARY: Stroke-associated pneumonia is a common and clinically important complication after acute ischemic stroke, espe...
1,148
success
38
NCT07647666
Positive_chunks
1
NCT07647666_1
operational_question
Is age 18 years or older a requirement for participating in this clinical trial?
TITLE: Translational Application of an Oropharyngeal Flushing Suction Tube Combined With Laryngoscope for Improving Prognosis in Stroke-Associated Pneumonia: A Prospective Randomized Controlled Trial SUMMARY: Stroke-associated pneumonia is a common and clinically important complication after acute ischemic stroke, espe...
1,148
success
39
NCT07647666
Positive_chunks
1
NCT07647666_1
conversational_question
I had a stroke and have trouble swallowing. Can I be in this study to help prevent pneumonia?
TITLE: Translational Application of an Oropharyngeal Flushing Suction Tube Combined With Laryngoscope for Improving Prognosis in Stroke-Associated Pneumonia: A Prospective Randomized Controlled Trial SUMMARY: Stroke-associated pneumonia is a common and clinically important complication after acute ischemic stroke, espe...
1,148
success
40
NCT07637825
Positive_chunks
1
NCT07637825_1
macro_question
What is the primary goal of this clinical trial in treating post-stroke motor dysfunction?
TITLE: Transcranial Focused Ultrasound Neuromodulation in Post-Stroke Motor Dysfunction SUMMARY: This study aims to evaluate how transcranial focused ultrasound (tFUS) technology can promote neural network remodeling and functional recovery after stroke. By integrating signals from electroencephalography (EEG) and magn...
2,917
success
41
NCT07637825
Positive_chunks
1
NCT07637825_1
patient_profile_question
Could a patient with a unilateral limb motor impairment and an upper extremity Fugl-Meyer Assessment (FMA-UE) score between 15 and 60 qualify for this study?
TITLE: Transcranial Focused Ultrasound Neuromodulation in Post-Stroke Motor Dysfunction SUMMARY: This study aims to evaluate how transcranial focused ultrasound (tFUS) technology can promote neural network remodeling and functional recovery after stroke. By integrating signals from electroencephalography (EEG) and magn...
2,917
success
42
NCT07637825
Positive_chunks
1
NCT07637825_1
operational_question
What is the age range of participants required for this clinical trial?
TITLE: Transcranial Focused Ultrasound Neuromodulation in Post-Stroke Motor Dysfunction SUMMARY: This study aims to evaluate how transcranial focused ultrasound (tFUS) technology can promote neural network remodeling and functional recovery after stroke. By integrating signals from electroencephalography (EEG) and magn...
2,917
success
43
NCT07637825
Positive_chunks
1
NCT07637825_1
conversational_question
I had a stroke and have trouble moving my arm. Can I participate in this study to see if it can help me recover?
TITLE: Transcranial Focused Ultrasound Neuromodulation in Post-Stroke Motor Dysfunction SUMMARY: This study aims to evaluate how transcranial focused ultrasound (tFUS) technology can promote neural network remodeling and functional recovery after stroke. By integrating signals from electroencephalography (EEG) and magn...
2,917
success
44
NCT07735234
Positive_chunks
1
NCT07735234_1
macro_question
What is the purpose of using transcutaneous auricular vagus nerve stimulation in pediatric stroke survivors?
TITLE: Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1 SUMMARY: The purpose of this study is to assess the feasibility and tolerability of transcutaneous auricular vagus nerve...
910
success
45
NCT07735234
Positive_chunks
1
NCT07735234_1
patient_profile_question
Could a child who had a stroke at age 10 and has limited use of their left arm qualify for this study?
TITLE: Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1 SUMMARY: The purpose of this study is to assess the feasibility and tolerability of transcutaneous auricular vagus nerve...
910
success
46
NCT07735234
Positive_chunks
1
NCT07735234_1
operational_question
How old must a child be to participate in this clinical trial?
TITLE: Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1 SUMMARY: The purpose of this study is to assess the feasibility and tolerability of transcutaneous auricular vagus nerve...
910
success
47
NCT07735234
Positive_chunks
1
NCT07735234_1
conversational_question
I'm a parent of a kid who had a stroke. Can they try this new treatment that uses ear stimulation?
TITLE: Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1Tolerability of Transcutaneous Auricular Vagus Nerve Stimulation in Pediatric Stroke Survivors 1 SUMMARY: The purpose of this study is to assess the feasibility and tolerability of transcutaneous auricular vagus nerve...
910
success
48
NCT07721129
Positive_chunks
1
NCT07721129_1
macro_question
What is the primary goal of this clinical trial in treating acute ischemic stroke?
TITLE: Thrombolysis for Acute Ischemic Stroke Facilitated by TeleStroke: Oman TeleStroke Initiative SUMMARY: The goal of this study is to establish and examine the efficacy of using a Telestroke network in Oman to facilitate using emergent thrombolysis for patients with acute ischemic stroke encountered in selected per...
2,097
success
49
NCT07721129
Positive_chunks
1
NCT07721129_1
patient_profile_question
Could a patient with a clearly defined onset of stroke symptoms within 4.5 hours be eligible for this trial?
TITLE: Thrombolysis for Acute Ischemic Stroke Facilitated by TeleStroke: Oman TeleStroke Initiative SUMMARY: The goal of this study is to establish and examine the efficacy of using a Telestroke network in Oman to facilitate using emergent thrombolysis for patients with acute ischemic stroke encountered in selected per...
2,097
success
50
NCT07721129
Positive_chunks
1
NCT07721129_1
operational_question
Are patients under the age of 18 excluded from participating in this clinical trial?
TITLE: Thrombolysis for Acute Ischemic Stroke Facilitated by TeleStroke: Oman TeleStroke Initiative SUMMARY: The goal of this study is to establish and examine the efficacy of using a Telestroke network in Oman to facilitate using emergent thrombolysis for patients with acute ischemic stroke encountered in selected per...
2,097
success
51
NCT07721129
Positive_chunks
1
NCT07721129_1
conversational_question
I'm having a stroke, can I get help from a doctor using a video call?
TITLE: Thrombolysis for Acute Ischemic Stroke Facilitated by TeleStroke: Oman TeleStroke Initiative SUMMARY: The goal of this study is to establish and examine the efficacy of using a Telestroke network in Oman to facilitate using emergent thrombolysis for patients with acute ischemic stroke encountered in selected per...
2,097
success
52
NCT07732673
Positive_chunks
1
NCT07732673_1
macro_question
What is the purpose of using tDCS in dysphagia rehabilitation during the subacute phase of stroke?
TITLE: The Use of Transcranial Direct Current Stimulation in the Rehabilitation of Post-Stroke Dysphagia During the Subacute Phase in Hospitalized Patients: A Randomized Clinical Trial SUMMARY: The purpose of this clinical trial is to determine whether the use of tDCS in dysphagia rehabilitation during the subacute pha...
1,555
success
53
NCT07732673
Positive_chunks
1
NCT07732673_1
patient_profile_question
Could a patient with a unilateral cortical lesion from an ischemic stroke qualify for this trial?
TITLE: The Use of Transcranial Direct Current Stimulation in the Rehabilitation of Post-Stroke Dysphagia During the Subacute Phase in Hospitalized Patients: A Randomized Clinical Trial SUMMARY: The purpose of this clinical trial is to determine whether the use of tDCS in dysphagia rehabilitation during the subacute pha...
1,555
success
54
NCT07732673
Positive_chunks
1
NCT07732673_1
operational_question
Are patients aged 60 to 80 years with hemodynamically stable conditions eligible for this trial?
TITLE: The Use of Transcranial Direct Current Stimulation in the Rehabilitation of Post-Stroke Dysphagia During the Subacute Phase in Hospitalized Patients: A Randomized Clinical Trial SUMMARY: The purpose of this clinical trial is to determine whether the use of tDCS in dysphagia rehabilitation during the subacute pha...
1,555
success
55
NCT07732673
Positive_chunks
1
NCT07732673_1
conversational_question
I had a stroke and I'm having trouble swallowing, can I get help with tDCS treatment in the hospital?
TITLE: The Use of Transcranial Direct Current Stimulation in the Rehabilitation of Post-Stroke Dysphagia During the Subacute Phase in Hospitalized Patients: A Randomized Clinical Trial SUMMARY: The purpose of this clinical trial is to determine whether the use of tDCS in dysphagia rehabilitation during the subacute pha...
1,555
success
56
NCT07739160
Positive_chunks
1
NCT07739160_1
macro_question
What is the purpose of HRS-4029 in treating acute ischemic stroke?
TITLE: The Efficacy and Safety of HRS-4029 for the Treatment of Acute Ischemic Stroke: a Multicenter, Randomized, Double-blind, Placebo-controlled, Phase II Clinical Trial SUMMARY: This trial will evaluate the efficacy and safety of HRS-4029 compared with placebo in participants with acute ischemic stroke (AIS). INCLUS...
969
success
57
NCT07739160
Positive_chunks
1
NCT07739160_1
patient_profile_question
Could someone with a modified Rankin Scale score of 0 before their stroke qualify for this trial?
TITLE: The Efficacy and Safety of HRS-4029 for the Treatment of Acute Ischemic Stroke: a Multicenter, Randomized, Double-blind, Placebo-controlled, Phase II Clinical Trial SUMMARY: This trial will evaluate the efficacy and safety of HRS-4029 compared with placebo in participants with acute ischemic stroke (AIS). INCLUS...
969
success
58
NCT07739160
Positive_chunks
1
NCT07739160_1
operational_question
How old must a participant be to be eligible for this clinical trial?
TITLE: The Efficacy and Safety of HRS-4029 for the Treatment of Acute Ischemic Stroke: a Multicenter, Randomized, Double-blind, Placebo-controlled, Phase II Clinical Trial SUMMARY: This trial will evaluate the efficacy and safety of HRS-4029 compared with placebo in participants with acute ischemic stroke (AIS). INCLUS...
969
success
59
NCT07739160
Positive_chunks
1
NCT07739160_1
conversational_question
I had a small stroke last night, can I take part in this study and get the new medicine?
TITLE: The Efficacy and Safety of HRS-4029 for the Treatment of Acute Ischemic Stroke: a Multicenter, Randomized, Double-blind, Placebo-controlled, Phase II Clinical Trial SUMMARY: This trial will evaluate the efficacy and safety of HRS-4029 compared with placebo in participants with acute ischemic stroke (AIS). INCLUS...
969
success
60
NCT07669649
Positive_chunks
1
NCT07669649_1
macro_question
What is the primary goal of this clinical trial regarding spasticity treatment?
TITLE: The Effect of Transcutaneous Electrical Nerve Stimulation on Spasticity: A Single-Subject Experimental Study SUMMARY: The purpose of this clinical trial is to evaluate whether Transcutaneous Electrical Nerve Stimulation (TENS) is effective in reducing spasticity in adults with post-stroke spasticity. The primary...
1,435
success
61
NCT07669649
Positive_chunks
1
NCT07669649_1
patient_profile_question
Could a patient with post-stroke wrist flexor spasticity and a score of Grade 2 or 3 on the ASAS qualify for this study?
TITLE: The Effect of Transcutaneous Electrical Nerve Stimulation on Spasticity: A Single-Subject Experimental Study SUMMARY: The purpose of this clinical trial is to evaluate whether Transcutaneous Electrical Nerve Stimulation (TENS) is effective in reducing spasticity in adults with post-stroke spasticity. The primary...
1,435
success
62
NCT07669649
Positive_chunks
1
NCT07669649_1
operational_question
Is there an age limit for participants in this clinical trial?
TITLE: The Effect of Transcutaneous Electrical Nerve Stimulation on Spasticity: A Single-Subject Experimental Study SUMMARY: The purpose of this clinical trial is to evaluate whether Transcutaneous Electrical Nerve Stimulation (TENS) is effective in reducing spasticity in adults with post-stroke spasticity. The primary...
1,435
success
63
NCT07669649
Positive_chunks
1
NCT07669649_1
conversational_question
I have post-stroke spasticity, can I try TENS to see if it helps reduce my symptoms?
TITLE: The Effect of Transcutaneous Electrical Nerve Stimulation on Spasticity: A Single-Subject Experimental Study SUMMARY: The purpose of this clinical trial is to evaluate whether Transcutaneous Electrical Nerve Stimulation (TENS) is effective in reducing spasticity in adults with post-stroke spasticity. The primary...
1,435
success
64
NCT07656844
Positive_chunks
1
NCT07656844_1
macro_question
What is the primary goal of this clinical trial?
TITLE: The Effect of Motor Imagery on Swallowing Functions in Patients With Post-Stroke Dysphagia: A Single-Blind Randomized Controlled Study SUMMARY: This study evaluated the effects of motor imagery added to conventional swallowing rehabilitation in patients with dysphagia after stroke. Dysphagia, or swallowing diffi...
2,297
success
65
NCT07656844
Positive_chunks
1
NCT07656844_1
patient_profile_question
Could a patient with post-stroke dysphagia qualify for this study?
TITLE: The Effect of Motor Imagery on Swallowing Functions in Patients With Post-Stroke Dysphagia: A Single-Blind Randomized Controlled Study SUMMARY: This study evaluated the effects of motor imagery added to conventional swallowing rehabilitation in patients with dysphagia after stroke. Dysphagia, or swallowing diffi...
2,297
success
66
NCT07656844
Positive_chunks
1
NCT07656844_1
operational_question
Is there an age restriction for participants in this trial?
TITLE: The Effect of Motor Imagery on Swallowing Functions in Patients With Post-Stroke Dysphagia: A Single-Blind Randomized Controlled Study SUMMARY: This study evaluated the effects of motor imagery added to conventional swallowing rehabilitation in patients with dysphagia after stroke. Dysphagia, or swallowing diffi...
2,297
success
67
NCT07656844
Positive_chunks
1
NCT07656844_1
conversational_question
I had a stroke and have trouble swallowing. Can I participate in this study?
TITLE: The Effect of Motor Imagery on Swallowing Functions in Patients With Post-Stroke Dysphagia: A Single-Blind Randomized Controlled Study SUMMARY: This study evaluated the effects of motor imagery added to conventional swallowing rehabilitation in patients with dysphagia after stroke. Dysphagia, or swallowing diffi...
2,297
success
68
NCT07635069
Positive_chunks
1
NCT07635069_1
macro_question
What is the primary goal of combining somatotherapy and occupational therapy in post-stroke patients?
TITLE: The Cognitive Effectiveness of Somatotherapy & Occupational Therapy in Post-Stroke Patients SUMMARY: The objective of this study was to evaluate the cognitive effectiveness of somatotherapy and occupational therapy in post-stroke patients by measuring their cognitive potential outcomes using the Montreal Cogniti...
670
success
69
NCT07635069
Positive_chunks
1
NCT07635069_1
patient_profile_question
Could a patient who had a hemorrhagic stroke at age 45 qualify for this trial?
TITLE: The Cognitive Effectiveness of Somatotherapy & Occupational Therapy in Post-Stroke Patients SUMMARY: The objective of this study was to evaluate the cognitive effectiveness of somatotherapy and occupational therapy in post-stroke patients by measuring their cognitive potential outcomes using the Montreal Cogniti...
670
success
70
NCT07635069
Positive_chunks
1
NCT07635069_1
operational_question
Is there an upper age limit for participation in this clinical trial?
TITLE: The Cognitive Effectiveness of Somatotherapy & Occupational Therapy in Post-Stroke Patients SUMMARY: The objective of this study was to evaluate the cognitive effectiveness of somatotherapy and occupational therapy in post-stroke patients by measuring their cognitive potential outcomes using the Montreal Cogniti...
670
success
71
NCT07635069
Positive_chunks
1
NCT07635069_1
conversational_question
I had a stroke and am getting physical therapy. Can I get help with my memory too?
TITLE: The Cognitive Effectiveness of Somatotherapy & Occupational Therapy in Post-Stroke Patients SUMMARY: The objective of this study was to evaluate the cognitive effectiveness of somatotherapy and occupational therapy in post-stroke patients by measuring their cognitive potential outcomes using the Montreal Cogniti...
670
success
72
NCT07748039
Positive_chunks
1
NCT07748039_1
macro_question
What is the primary goal of the TRACE-BRIDGE trial?
TITLE: Tenecteplase or Reteplase as Bridging Thrombolysis Before Thrombectomy in Acute Ischemic Cerebrovascular Events (TRACE-BRIDGE): A Multicenter, Randomized, Open-Label, Three-Arm, Blinded-Endpoint Phase III Trial SUMMARY: Acute ischemic stroke caused by large vessel occlusion (LVO) is a major cause of disability, ...
2,099
success
73
NCT07748039
Positive_chunks
1
NCT07748039_1
patient_profile_question
Could a patient with a large vessel occlusion in the anterior circulation qualify for this trial?
TITLE: Tenecteplase or Reteplase as Bridging Thrombolysis Before Thrombectomy in Acute Ischemic Cerebrovascular Events (TRACE-BRIDGE): A Multicenter, Randomized, Open-Label, Three-Arm, Blinded-Endpoint Phase III Trial SUMMARY: Acute ischemic stroke caused by large vessel occlusion (LVO) is a major cause of disability, ...
2,099
success
74
NCT07748039
Positive_chunks
1
NCT07748039_1
operational_question
What is the maximum age limit for patients to be eligible for this trial?
TITLE: Tenecteplase or Reteplase as Bridging Thrombolysis Before Thrombectomy in Acute Ischemic Cerebrovascular Events (TRACE-BRIDGE): A Multicenter, Randomized, Open-Label, Three-Arm, Blinded-Endpoint Phase III Trial SUMMARY: Acute ischemic stroke caused by large vessel occlusion (LVO) is a major cause of disability, ...
2,099
success
75
NCT07748039
Positive_chunks
1
NCT07748039_1
conversational_question
I'm having a stroke, can I get thrombolysis before going to the hospital for a procedure?
TITLE: Tenecteplase or Reteplase as Bridging Thrombolysis Before Thrombectomy in Acute Ischemic Cerebrovascular Events (TRACE-BRIDGE): A Multicenter, Randomized, Open-Label, Three-Arm, Blinded-Endpoint Phase III Trial SUMMARY: Acute ischemic stroke caused by large vessel occlusion (LVO) is a major cause of disability, ...
2,099
success
76
NCT07646522
Positive_chunks
1
NCT07646522_1
macro_question
Does telerehabilitation improve arm function after stroke compared to usual care?
TITLE: Telerehabilitation and Biomarkers of Functional Recovery After Stroke in Brazil: TR-BR-1 Clinical Trial SUMMARY: The purpose of this research study is to provide preliminary evidence of whether telerehabilitation targeting arm movement, when added to usual care, improves arm function and reduces global disabilit...
1,244
success
77
NCT07646522
Positive_chunks
1
NCT07646522_1
patient_profile_question
Could I participate in this trial if I had a stroke with upper extremity deficits and was able to perform rehabilitation exercises?
TITLE: Telerehabilitation and Biomarkers of Functional Recovery After Stroke in Brazil: TR-BR-1 Clinical Trial SUMMARY: The purpose of this research study is to provide preliminary evidence of whether telerehabilitation targeting arm movement, when added to usual care, improves arm function and reduces global disabilit...
1,244
success
78
NCT07646522
Positive_chunks
1
NCT07646522_1
operational_question
Is the age requirement for this trial 18-80 years at the time of randomization?
TITLE: Telerehabilitation and Biomarkers of Functional Recovery After Stroke in Brazil: TR-BR-1 Clinical Trial SUMMARY: The purpose of this research study is to provide preliminary evidence of whether telerehabilitation targeting arm movement, when added to usual care, improves arm function and reduces global disabilit...
1,244
success
79
NCT07646522
Positive_chunks
1
NCT07646522_1
conversational_question
I had a stroke and am having trouble moving my arm, can I get help with rehab through this study?
TITLE: Telerehabilitation and Biomarkers of Functional Recovery After Stroke in Brazil: TR-BR-1 Clinical Trial SUMMARY: The purpose of this research study is to provide preliminary evidence of whether telerehabilitation targeting arm movement, when added to usual care, improves arm function and reduces global disabilit...
1,244
success
80
NCT07640412
Positive_chunks
1
NCT07640412_1
macro_question
What is the main goal of this clinical trial regarding stroke patient care?
TITLE: THE EFFECT OF A HOME CARE GUIDE DEVELOPED FOR ACTIVITIES OF DAILY LIVING ON THE CAREGIVER BURDEN AND EXPERIENCES OF STROKE PATIENT CAREGIVERS SUMMARY: The study aims to develop a home care guide, led by nurses, for stroke patients to maintain their activities of daily living, based on evidence-based current lite...
1,254
success
81
NCT07640412
Positive_chunks
1
NCT07640412_1
patient_profile_question
Could a caregiver of a stroke patient with a Barthel score below 60 qualify for this study?
TITLE: THE EFFECT OF A HOME CARE GUIDE DEVELOPED FOR ACTIVITIES OF DAILY LIVING ON THE CAREGIVER BURDEN AND EXPERIENCES OF STROKE PATIENT CAREGIVERS SUMMARY: The study aims to develop a home care guide, led by nurses, for stroke patients to maintain their activities of daily living, based on evidence-based current lite...
1,254
success
82
NCT07640412
Positive_chunks
1
NCT07640412_1
operational_question
Is this clinical trial limited to caregivers of stroke patients registered at Sivas Numune Hospital's Home Health Services unit?
TITLE: THE EFFECT OF A HOME CARE GUIDE DEVELOPED FOR ACTIVITIES OF DAILY LIVING ON THE CAREGIVER BURDEN AND EXPERIENCES OF STROKE PATIENT CAREGIVERS SUMMARY: The study aims to develop a home care guide, led by nurses, for stroke patients to maintain their activities of daily living, based on evidence-based current lite...
1,254
success
83
NCT07640412
Positive_chunks
1
NCT07640412_1
conversational_question
Will this study help me as a caregiver of a stroke patient to reduce my burden and improve their quality of life?
TITLE: THE EFFECT OF A HOME CARE GUIDE DEVELOPED FOR ACTIVITIES OF DAILY LIVING ON THE CAREGIVER BURDEN AND EXPERIENCES OF STROKE PATIENT CAREGIVERS SUMMARY: The study aims to develop a home care guide, led by nurses, for stroke patients to maintain their activities of daily living, based on evidence-based current lite...
1,254
success
84
NCT07741669
Positive_chunks
1
NCT07741669_1
macro_question
What is the main goal of this clinical trial regarding the use of early resting-state EEG in acute ischemic stroke patients?
TITLE: Study on the Incremental Predictive Value of Early Resting-State EEG Phenotypes for Functional Prognosis and Risk Stratification in Acute Ischemic Stroke SUMMARY: This is a single-center, prospective, observational cohort study that plans to consecutively enroll 400 patients with acute ischemic stroke from July ...
2,493
success
85
NCT07741669
Positive_chunks
1
NCT07741669_1
patient_profile_question
Could a patient with a clear symptom onset time and a pre-stroke mRS score of 1 qualify for this study?
TITLE: Study on the Incremental Predictive Value of Early Resting-State EEG Phenotypes for Functional Prognosis and Risk Stratification in Acute Ischemic Stroke SUMMARY: This is a single-center, prospective, observational cohort study that plans to consecutively enroll 400 patients with acute ischemic stroke from July ...
2,493
success
86
NCT07741669
Positive_chunks
1
NCT07741669_1
operational_question
How old must a patient be to participate in this clinical trial?
TITLE: Study on the Incremental Predictive Value of Early Resting-State EEG Phenotypes for Functional Prognosis and Risk Stratification in Acute Ischemic Stroke SUMMARY: This is a single-center, prospective, observational cohort study that plans to consecutively enroll 400 patients with acute ischemic stroke from July ...
2,493
success
87
NCT07741669
Positive_chunks
1
NCT07741669_1
conversational_question
I had a stroke and I'm not sure if I can have an EEG test right away. Can I still join the study?
TITLE: Study on the Incremental Predictive Value of Early Resting-State EEG Phenotypes for Functional Prognosis and Risk Stratification in Acute Ischemic Stroke SUMMARY: This is a single-center, prospective, observational cohort study that plans to consecutively enroll 400 patients with acute ischemic stroke from July ...
2,493
success
88
NCT07700537
Positive_chunks
1
NCT07700537_1
macro_question
What is the primary goal of this clinical trial regarding post-stroke aphasia treatment?
TITLE: Study on the Efficacy and Neural Mechanisms of Transcranial Direct Current Stimulation Targeting the Supplementary Motor Area for the Treatment of Subacute Post-stroke Aphasia SUMMARY: This study aims to investigate the efficacy of transcranial direct current stimulation (tDCS) in patients with post-stroke aphas...
1,421
success
89
NCT07700537
Positive_chunks
1
NCT07700537_1
patient_profile_question
Could a patient with a first stroke in the left hemisphere, diagnosed with aphasia using the ABC scale, and able to communicate normally prior to onset qualify for this study?
TITLE: Study on the Efficacy and Neural Mechanisms of Transcranial Direct Current Stimulation Targeting the Supplementary Motor Area for the Treatment of Subacute Post-stroke Aphasia SUMMARY: This study aims to investigate the efficacy of transcranial direct current stimulation (tDCS) in patients with post-stroke aphas...
1,421
success
90
NCT07700537
Positive_chunks
1
NCT07700537_1
operational_question
What is the age range of patients eligible to participate in this clinical trial?
TITLE: Study on the Efficacy and Neural Mechanisms of Transcranial Direct Current Stimulation Targeting the Supplementary Motor Area for the Treatment of Subacute Post-stroke Aphasia SUMMARY: This study aims to investigate the efficacy of transcranial direct current stimulation (tDCS) in patients with post-stroke aphas...
1,421
success
91
NCT07700537
Positive_chunks
1
NCT07700537_1
conversational_question
I had a stroke and now I have trouble speaking. Can I get help with a special treatment that uses electricity on my brain?
TITLE: Study on the Efficacy and Neural Mechanisms of Transcranial Direct Current Stimulation Targeting the Supplementary Motor Area for the Treatment of Subacute Post-stroke Aphasia SUMMARY: This study aims to investigate the efficacy of transcranial direct current stimulation (tDCS) in patients with post-stroke aphas...
1,421
success
92
NCT07746882
Positive_chunks
1
NCT07746882_1
macro_question
What is the main goal of this clinical trial regarding anticoagulation therapy in ischemic stroke patients?
TITLE: Study on Anti-Thrombotic Regimens for Secondary Prevention in Ischemic Stroke Patients With Possible Benefit From Anticoagulation Therapy SUMMARY: To screen ischemic stroke patients likely to benefit from anticoagulation and compare the effectiveness and safety of anticoagulation versus antiplatelet therapy in p...
802
success
93
NCT07746882
Positive_chunks
1
NCT07746882_1
patient_profile_question
Could a patient with a cortical infarct and recurrent stroke on antiplatelet therapy qualify for this study?
TITLE: Study on Anti-Thrombotic Regimens for Secondary Prevention in Ischemic Stroke Patients With Possible Benefit From Anticoagulation Therapy SUMMARY: To screen ischemic stroke patients likely to benefit from anticoagulation and compare the effectiveness and safety of anticoagulation versus antiplatelet therapy in p...
802
success
94
NCT07746882
Positive_chunks
1
NCT07746882_1
operational_question
Is there an age restriction for participating in this clinical trial?
TITLE: Study on Anti-Thrombotic Regimens for Secondary Prevention in Ischemic Stroke Patients With Possible Benefit From Anticoagulation Therapy SUMMARY: To screen ischemic stroke patients likely to benefit from anticoagulation and compare the effectiveness and safety of anticoagulation versus antiplatelet therapy in p...
802
success
95
NCT07746882
Positive_chunks
1
NCT07746882_1
conversational_question
I had a stroke and take antiplatelets, will I benefit from anticoagulation therapy according to this study?
TITLE: Study on Anti-Thrombotic Regimens for Secondary Prevention in Ischemic Stroke Patients With Possible Benefit From Anticoagulation Therapy SUMMARY: To screen ischemic stroke patients likely to benefit from anticoagulation and compare the effectiveness and safety of anticoagulation versus antiplatelet therapy in p...
802
success
96
NCT07756476
Positive_chunks
1
NCT07756476_1
macro_question
What is the main goal of the SUSTAIN trial in terms of fluid resuscitation for stroke patients?
TITLE: Stroke volUme-baSed Fluid resusciTAtIoN in AP (SUSTAIN) SUMMARY: The SUSTAIN Trial is a randomized control trial that allows for the control of aggressive hydration that is currently used in an inpatient setting, which can result is fluid overload in certain patients. With the impression that changes in stroke v...
562
success
97
NCT07756476
Positive_chunks
1
NCT07756476_1
patient_profile_question
Could a patient with predicted moderate and severe acute pancreatitis within 24 hours of enrollment qualify for this trial?
TITLE: Stroke volUme-baSed Fluid resusciTAtIoN in AP (SUSTAIN) SUMMARY: The SUSTAIN Trial is a randomized control trial that allows for the control of aggressive hydration that is currently used in an inpatient setting, which can result is fluid overload in certain patients. With the impression that changes in stroke v...
562
success
98
NCT07756476
Positive_chunks
1
NCT07756476_1
operational_question
Are patients between the ages of 18-75 eligible to participate in the SUSTAIN trial?
TITLE: Stroke volUme-baSed Fluid resusciTAtIoN in AP (SUSTAIN) SUMMARY: The SUSTAIN Trial is a randomized control trial that allows for the control of aggressive hydration that is currently used in an inpatient setting, which can result is fluid overload in certain patients. With the impression that changes in stroke v...
562
success
99
NCT07756476
Positive_chunks
1
NCT07756476_1
conversational_question
I have a stroke and my doctor is considering fluid resuscitation. Can I be part of this study?
TITLE: Stroke volUme-baSed Fluid resusciTAtIoN in AP (SUSTAIN) SUMMARY: The SUSTAIN Trial is a randomized control trial that allows for the control of aggressive hydration that is currently used in an inpatient setting, which can result is fluid overload in certain patients. With the impression that changes in stroke v...
562
success
End of preview. Expand in Data Studio

Dataset details:-

  • This dataset is the final version of anchor(query)-positive(chunk) pair data w.r.t fine tuning embedding model for clinical trials dataset.

  • It includes best of both 4 anchors-consolidated positive chunk/nctId dataset-->first dataset and 5 anchors-3 positive chunk/nctId--->Second dataset.

  • The 1st dataset(consolidated title +summary+ inclusion criteria chunk) suffered with pre-processing bottlenecks :-

    1. rendering huge chunks upto 15k characeters.
    2. missing on certain specific corner cases of inclusion-exclusion segregation.
    3. Affecting precison of the anchor-query model due to excess size(ocassional entry on exclusion chunk in corner cases).
  • On the other hand the 2nd dataset(3 segregated chunk per CT record:- title, summary, inclusion criteria) despite being clinical and processed had limitations of own:-

    1. Missed the semantics and conetxt between among the title, summary and inclusion chunk of same trial.
    2. The missed semantics affected its metrics. While the model improved maximum on this(mean % change in all metrics:- 51%), the smaller base_results were perhaps instrumnetal in that.

Key distinctions of this final dataset:-

  • While it maintains the structure of the 1st dataset(4 anchors-chunk) for a trial. There has been immense increment in quality:-

    1. The layered regex for segregating inclusion-exclusion chunk from eligiblity module* has employed to the exclusion criteria even in outlier cases(sporadic sub-chunks of inclusion-exclusion occuring in tandem/listwise fashion inside eligiblityModule, use of inclusion inside exclusion that appears keyword but are actually stopwords).
    2. To decrease the outlier chunk(3k-15k length for more than 90% confidence levels), confidence level density curve have been plotted to ascertain inner limit of outliers.
    3. The temperature and topk parameters of LLM(ollama3.2B) were lowered from earlier(0.4-->0.3) and (40--->30) respectively. This was done to induce more specificity to synthetic anchors in relation to given chunk. This automatically increased unique_anchors to more than 6.8k per 8k records.
  • All these along with other amend mentioned in 2nd dataset readme.md helped base results to advance.

    1. ndcg@10 being 0.40-0.52 on mastroyska nested dimensions 64D- 768D of "nomic-ai/nomic-embed-text-v1.5 base model".
    2. The initial sequential evaluator score(on 5 diff mashtroyska embeddings) ~0.405. Both these values improved significantly(avg @ndcg@10 & seq_eval score tending 25% and 40%) which can be observed in details in metrics at readme.md of final model.
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