anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
BACKGROUND: It is difficult to distinguish between acute myocardial infarction (AMI) and unstable angina (UA) due to their similar clinical features. In recent years, studies have shown that microbiomes have great potential in distinguishing diseases. The purpose of this study is to describe the composition of serum microbiome in the AMI and UA by 16S rDNA sequencing.
METHODS: Based on the high-throughput detection platform and 16S rDNA amplification sequencing technology, this study detected the blood microbial composition of 55 patients with AMI and 62 patients with UA. Alpha diversity and Beta diversity analysis were used to compare the differences in microbial composition and bacterial colony structure between AMI and UA groups. We perform PCoA (Principal Co-ordinates Analysis) based on Unweighted Unifrac distance. In addition, various statistical methods were employed to examine the significance of differences in microbial composition and genus between the two groups. PICRUSt (Phylogenetic Investigation of Communities by Reconstruction of Unobserved States) was employed to predict KEGG (Kyoto Encyclopedia of Genes and Genomes) function from 16S sequencing data. Random forest was applied to identify biomarkers and construct the diagnostic model. Subsequently, the stability of the model was verified by 10-fold cross and the diagnostic effectiveness was evaluated through ROC (Receiver Operating Characteristic).
RESULTS: In this study, we found that alpha diversity index of serum microbiome in AMI group was significantly higher than in UA group. T-test analysis demonstrated that the UA group presented a higher abundance of Ralstonia, Faecalibaculum and Gammaproteobacteria, while Bacteroides, Sphingomonas, Faecalibaculum, Haemophilus, Serratia, Bifidobacterium and Chloroplast were more abundant in the AMI group. The LefSe (LDA Effect Size) analysis showed that the Gammaproteobacteria, Proteobacteria, Ralstonia pickettli, Ralstonia, Burkholderiaceae and Burkholderiales were enriched in UA group, and Bacteroidales, Bacteroidia, Bacteroidota, Clostridia and Firmicutes were more abundant in the AMI group. Ten bacterial diagnostic models were constructed in the random forest. The area under the curve (AUC) in the training set was 88.01%, and the AUC value in the test set was 95.04%.
CONCLUSION: In this study, the composition of blood microorganisms in the groups of patients with AMI and UA has been analyzed, providing novel insights for understanding the pathogenesis of AMI; Blood microbiome may serve as novel diagnostic biomarkers of AMI.
Metastatic tumors have poor prognoses for progression-free and overall survival for all cancer patients. Rare circulating tumor cells (CTCs) and rarer circulating tumor cell clusters (CTCCs) are potential biomarkers of metastatic growth, with CTCCs representing an increased risk factor for metastasis. Current detection platforms are optimized for ex vivo detection of CTCs only. Microfluidic chips and size exclusion methods have been proposed for CTCC detection; however, they lack in vivo utility and real-time monitoring capability. Confocal backscatter and fluorescence flow cytometry (BSFC) has been used for label-free detection of CTCCs in whole blood based on machine learning (ML) enabled peak classification. Here, we expand to a deep-learning (DL)-based, peak detection and classification model to detect CTCCs in whole blood data. We demonstrate that DL-based BSFC has a low false alarm rate of 0.78 events per min with a high Pearson correlation coefficient of 0.943 between detected events and expected events. DL-based BSFC of whole blood maintains a detection purity of 72% and a sensitivity of 35.3% for both homotypic and heterotypic CTCCs starting at a minimum size of two cells. We also demonstrate through artificial spiking studies that DL-based BSFC is sensitive to changes in the number of CTCCs present in the samples and does not add variability in detection beyond the expected variability from Poisson statistics. The performance established by DL-based BSFC motivates its use for in vivo detection of CTCCs. Using transfer learning, we additionally validate DL-based BSFC on blood samples from different species and cancer cell types. Further developments of label-free BSFC to enhance throughput could lead to critical applications in the clinical detection of CTCCs and ex vivo isolation of CTCC from whole blood with minimal disruption and processing steps.
Investigators enrolled 264 patients from February 2014 to February 2015, the principal inclusion criterion included CHF: left ventricular eject fraction (LVEF) \<= 50%; moderate to severe CKD was diagnosed as an eGFR 15 to 59 mL/min per 1.73 m2, calculated via the abbreviated Modification of Diet in Renal Disease (MDRD) study equation from SCr obtained within 72 hours of enrollment, patients were scheduled to undergo diagnostic cardiac angiography or percutaneous coronary interventions. We randomly assigned eligible patients in a 1:1 ratio to either CVP guided therapy or a standard hydration administration protocol. Investigators used the same fluid type commercially available 0.9% sodium chloride in all patients. Investigators monitored the CVP by placing an 5-French catheter in the jugular vein. Investigators recorded the CVP with commercially available haemodynamic monitoring software. In the CVP guided group the fluid rate was adjusted according to the CVP as follows: 3 mL/kg/h for CVP lower than 6 mmHg, 1.5 mL/kg/h for pressure of 6-12 mmHg, and 1mL/kg/h for pressure higher than 12 mmHg. The control group was hydrated at 1 mL/kg per h. The fluid rate was set at the start of the procedure (before contrast exposure). Thus, both study groups received intravenous fluids for the same duration but at different rates. All study participants received intra-arterial Visipaque(320 mg I/ml; GE Healthcare) iso-osmolar contrast medium.

Primary end point of the study was the incidence of CIN: The median peak increase in serum creatinine concentration between day 0 (when contrast was administered) and day 7. Definition of CIN was an absolute increase in serum creatinine (SCr) \>0.5 mg/dl or a relative increase \>25% compared to baseline SCr. Definition of non-Q-wave myocardial infarction was a creatine kinase-myocardial band enzyme elevation 3 times the upper normal value without new Q waves on the electrocardiogram. Definition of Q-wave myocardial infarction was presence of new pathologic Q waves on an electrocardiogram in conjunction with an elevation in creatine kinase greater than 3 times the normal value. All adverse clinical events as well as study end points were monitored and adjudicated by the independent event committee. Each patient was contacted in every week after administration of the contrast, investigated if dialysis or main cardiovascular events (myocardial infarction,acute heart failure and death), and record any adverse events.
This is a randomized experiment consisting of three visits for each participant. Participants are determined to be eligible beforehand during a phone screening, in which the various study inclusions and exclusions are determined and the Physical Activity Readiness Questionnaire for Everyone 2015 (PARQ) is administered.

In the first visit, various anthropometric data are collected from participants, such as height, weight, and waist and hip circumference. The participants' blood pressure is also checked for hypertension. The participants are given Dual Energy X-Ray Absorptiometry (DEXA) scans to determine total body composition (bone, fat, and fat-free mass) If the participant is female, a urine analysis to determine pregnancy is required during the visit before the DEXA to ensure safety. Participants are given the Rapid Assessment of Physical Activity (RAPA) questionnaire to assess habitual activity levels. The participants' muscle strength is also measured using the Biodex System 3, an isokinetic dynamometer. The participants then undergo a maximal stress test on a treadmill integrated with a Cardinal Health Metabolic/ECG cart using a modified Balke protocol, beginning at 3 mph, 0% grade, and increasing 2.5% grade every 3 minutes. The ECG component of the metabolic cart will be used for continuous heart rate monitoring as part of the fitness assessment. Cardiorespiratory parameters (VO2, ventilation, respiratory rate) will also be measured throughout the test. Blood pressure is measured during the last 30 seconds of each exercise stage and the rating of perceived exertion (RPE) using the Borg 6 to 20 scale is obtained during each stage. Subjects are urged to give a maximal effort and are pushed until volitional fatigue.

In the second visit, participants are first given a series of cognitive tests designed to quantify such cognitive faculties as visual short-term memory, selective attention, processing speed, and verbal fluency. These tests consist of seeing simple images on a computer screen, such as a series of colored shapes, and responding using a keypad. A blood sample is also collected from the participants to serve as a baseline. The subject is then randomized to one of three groups: the first group rests for 30 minutes; the second group walks on the treadmill at a mild intensity, defined as maintaining 60% of the heart rate observed during the max VO2 from the first visit; the last group walks on the treadmill at a hard intensity, defined as maintaining 80% of the heart rate observed during the max VO2 from the first visit. The subjects then undergo a second blood draw after cooling down, followed immediately by another round of the same cognitive tests. An hour after finishing the exercise intervention, the same procedure of blood draw followed by cognitive tests is repeated, and an hour after that it is repeated again.

The third visit must be about 24 hours after the previous visit. Participants have blood drawn and one final round of cognitive tests.
Following induction treatment the recommended maintenance dose of Foscarnet Sodium Injection for CMV retinitis is 90 mg/kg/day to 120 mg/kg/day (individualized for renal function) given as an intravenous infusion over 2 hours. Because the superiority of the 120 mg/kg/day has not been established in controlled trials, and given the likely relationship of higher plasma foscarnet levels to toxicity, it is recommended that most patients be started on maintenance treatment with a dose of 90 mg/kg/day. Escalation to 120 mg/kg/day may be considered should early reinduction be required because of retinitis progression. Some patients who show excellent tolerance to Foscarnet Sodium Injection may benefit from initiation of maintenance treatment at 120 mg/kg/day earlier in their treatment. 

An infusion pump must be used to control the rate of infusion with all doses. Again, hydration to establish diuresis both prior to and during treatment is recommended to minimize renal toxicity, provided there are no clinical contraindications (see WARNINGS). 

Patients who experience progression of retinitis while receiving Foscarnet Sodium Injection maintenance therapy may be retreated with the induction and maintenance regimens given above or with a combination of foscarnet and ganciclovir (see CLINICAL TRIALS section). Because of physical incompatibility, foscarnet and ganciclovir must NOT be mixed.
OBJECTIVE: Selective dorsal rhizotomy (SDR) is a neurosurgical procedure to reduce spasticity in children with cerebral palsy and spastic diplegia. The authors developed a procedure called focal SDR for children with spasticity predominantly in the L5 or S1 motor distribution, which can be combined with orthopedic correction of fixed soft-tissue or bony deformity. The authors describe in detail the technique of minimally invasive focal SDR and propose selection criteria.
METHODS: The authors conducted a retrospective study of patients who underwent focal SDR at their institution and underwent baseline and 1-year postoperative 3D gait analysis. Modified Ashworth scale (MAS) and Gait Deviation Index (GDI) scores were the primary outcome measures.
RESULTS: Ten patients met the study criteria, all with an underlying diagnosis of cerebral palsy. All underwent focal SDR at the unilateral or bilateral S1 level, and 4 additionally underwent focal SDR at the L5 level unilaterally or bilaterally. All but 1 patient underwent concurrent orthopedic surgery. The improvement in spasticity of the plantar flexors, as measured by the MAS score, was 2.2 (p < 0.001). In the patients who underwent L5 focal SDR, there was an improvement in the hamstring MAS score of 1.4 (p = 0.004). The mean improvement in the GDI score following focal SDR was 11 (range -6 to 29, p < 0.001).
CONCLUSIONS: Focally impairing spasticity in the gastrocsoleus complex and/or hamstrings muscle group in the setting of less functionally impactful proximal tone is extremely common in cerebral palsy. The novel technique of focal SDR, combined with orthopedic intervention, improves spasticity scores and overall gait mechanics. Further investigation is warranted to define the ideal candidacy and outcomes.
<P>PROBLEM TO BE SOLVED: To obtain a bathing agent which gives a sufficient bashing effect without containing an inorganic ingredient and whose scrapping is not needed.  <P>SOLUTION: The bathing agent is characterized by containing the powder of a tea polyphenol extracted from green tea and tea extract powder obtained by drying a green tea extract. The bathing agent is used by charging the bathing agent such as in bath water and then dispersing the bathing agent in the bath water. The bathing agent may contain ascorbic acid powder. The bath water can be maintained green for a long time by the addition of the ascorbic acid powder.  <P>COPYRIGHT: (C)2004,JPO
U-Net-based architectures will be applied to 500 contrast-enhanced axial MR images of different patients from a single institution after manual segmentation of meningioma, of which 50 were used for testing. After preprocessing with Z-isotropification and intensity normalization of images, 3 U-Net-based networks (2D U-Net, Attention U-Net, 3D U-Net) and 3 nnU-Net-based networks (2D nnU-Net, Attention nnU-Net, 3D nnU-Net) will be trained with meningioma-segmented images. For applying to 3D networks, sagittal and coronal images will be reconstructed using axial images. After prediction, the cut-off of the probability function, which is a trade-off, will be obtained with the Gaussian Mixture Modeling algorithm using the probability density function. The voxels having a probability function higher than that will be finally predicted as meningioma. Tumor volume is calculated as the sum of the product of segmented area and thickness of axial images. For performance evaluation, dice similarity coefficient (DSC), precision, and recall will be evaluated compared with manually segmented voxels for validation datasets. The results of volumetry of each model will be compared with manual segmentation-based volume through Pearson's correlation analysis.
The following recommendations apply to children between the ages of 3 and 12 years (weight range 15 to 40 kg). Haloperidol is not intended for children under 3 years old. Therapy should begin at the lowest dose possible (0.5 mg per day). If required, the dose should be increased by an increment of 0.5 mg at 5 to 7 day intervals until the desired therapeutic effect is obtained. (See chart below.)

The total dose may be divided, to be given b.i.d. or t.i.d.
The invention discloses a traditional Chinese medicine gel preparation for treating cervicitis. The traditional Chinese medicine gel preparation is prepared from, by weight, 15-20 parts of fructus forsythia, 10-15 parts of honeysuckle, 5-10 parts of isatis roots, 5-10 parts of cortex dictamni, 5-10 parts of circium japonicum, 5-10 parts of rhizoma cibotii, 5-10 parts of herba glechomae, 3-6 parts of endothelium corneum gigeriae galli, 3-6 parts of caulis sinomenii, 0.05-0.1 part of alums, 25-35 parts of substrate gel, 80-100 parts of humectants, 0.3-0.6 part of preservative and 600-800 parts of water. One or several of carbomer 940, carboxymethyl cellulose sodium, chitin, agar, gelatin and starch is or are selected as the substrate gel. The humectants are glycerinum or propylene glycol. The preservative is sodium benzoate or benzoic acid or benzalkonium bromide or chlorhexidine acetat or sorbic acid and sorbate or ethylparaben. The invention further discloses a preparation method of the traditional Chinese medicine gel preparation. The traditional Chinese medicine gel preparation for treating cervicitis has the advantages of being good in curative effect, instant in effect, free of toxic and side effects, easy to prepare, convenient to take, simple in material drawing and low in price.
Sleep is a crucial factor influencing mental health and quality of life. Individuals with serious mental illness (SMI) often experience significant sleep problems. This can further exacerbate their symptoms and impact their socio-occupational functioning (SOF) (the extent to which a person is able to engage in 'self-care and activities of daily living, communication, interpersonal relations, instrumental living skills, and work'). Despite the well-established bidirectional relationship between sleep and mental health, the specific association between sleep and SOF in the context of SMI remains underexplored. A systematic review was conducted. Comprehensive searches in PubMed and PsycNet yielded 832 results. After applying inclusion criteria, 24 studies were included in the narrative synthesis. Study characteristics and key findings were extracted for analysis. Collectively, studies investigated sleep quality, satisfaction, duration, disturbance, specific disorders, and objectively-recorded sleep parameters across various study designs. Studies included a total population of 10,938, utilising a range of sleep and SOF outcome measures. Nearly all studies indicated that worsened sleep was associated with reduced SOF in SMI populations. The review supports the potential role of improved sleep as a route to improved SOF in SMI populations. This has clear implications for research and clinical care for patients with SMI.
Every day clinicians face challenges when attempting to negotiate their way through dialogues with families whose children require surgical intervention in the near future. The area of clinician-patient communication with pediatric families is under-researched and highlights a pressing clinical problem. There are several adult studies that describe the content and nature of patient-physician communications at the time of cardiac surgery. However, there are no studies that evaluate the communications between nursing, physicians, and pediatric patient's families at the time of cardiac surgery. Further knowledge in this area is valuable in that a disparity between the these groups can lead to medical error, damage the clinician-patient relationship and provide grounds for dissatisfaction, complaints, or claim. This research will provide insight into what patient's families value in their communications with the medical team and assist the medical community in better meeting our children's families needs.
OBJECTIVE: This study aimed to evaluate the cardiovascular manifestations and surveillance of multisystem inflammatory syndrome in children (MIS-C) and to determine the correlation of echocardiographic findings with cardiac magnetic resonance imaging findings.
METHODS: Forty-four children diagnosed as MIS-C with cardiac involvement were enrolled in this observational descriptive study. The diagnosis of MIS-C was made according to the criteria of Centers for Disease Control and Prevention. Clinical findings, laboratory parameters, and electrocardiographic and echocardiographic findings at the time of diagnosis and during follow-up were evaluated. Cardiac magnetic resonance was performed on 28 (64%) cases. The 1-year follow-up imaging was performed in all cases with abnormal initial cardiac magnetic resonance findings.
RESULTS: Forty-four patients (56.8% male) with a mean age of 8.5 ± 4.8 years were enrolled in this study. There was a significant positive correlation between high-sensitivity cardiac troponin T (mean: 162 ± 444.4 pg/ml) and N-terminal pro b-type natriuretic peptide (mean: 10,054 ± 11,604 pg/ml) (p < 0.01). Number of cases with an electrocardiographic and echocardiographic abnormality was 34 (77%) and 31 (70%), respectively. Twelve cases (45%) had left ventricular systolic dysfunction and 14 (32%) cases had pericardial effusion on admission. Three cases (11%) had cardiac magnetic resonance findings that may be attributed to the presence of myocardial inflammation, and pericardial effusion was present in seven (25%) cases. Follow-up cardiac magnetic resonances of all cases were normal. Cardiac abnormalities were completely resolved in all except two cases.
CONCLUSIONS: Myocardial involvement can be seen during acute disease, but MIS-C generally does not lead to prominent damage during a year of surveillance. Cardiac magnetic resonance is a valuable tool to evaluate the degree of myocardial involvement in cases with MIS-C.
The treatment regimen is a single dose anti-CD20 antibody injection (500mg iv drip，day0) combined with bortezomib injection (1.3mg/m2 subcutaneous injection，twice a week for two weeks，day1，4，8，11). The treatment course will be repeated three months later.
Lung cancer is the most common cancer in the world and characterized by the highest mortality rate. In 2016, 224000 new cases of lung cancer were reported in the United States, 60% of which were in the advanced stage. Compared to the overall 5-year survival rate of 18% for lung cancer, the 5-year survival rate for non-small cell lung cancer can be obviously improved to 80% with appropriate treatment in the early stage. Therefore, we believe lung cancer screening in the early stage to be significant. The National Lung Screening Trial in the United States has shown a relative risk reduction in death from lung cancer by 20% with low-dose computed tomography (LDCT) screening compared to that associated with plain-film chest radiography. The maximum radiation dose of LDCT recommended by guidelines is 3 mSv for small people(BMI≤30 kg/m2), which is far higher than that recommended for plain-film chest radiography, 0.03 to 0.1 mSv. In addition, a large number of indeterminate nodules need to be examined by follow-up evaluations with repeated LDCT to monitor for changes in diameter, which could result in an increase in the cumulative radiation dose that cannot be ignored. Hence, lung cancer screening with ultralow-dose CT (ULDCT) has attracted great attention from radiologists. In recent times, several strategies have been proposed to reduce the dose of ionizing radiation, including modification of tube potential and tube current and use of iterative reconstruction (IR). Reducing tube potential and tube current alone impairs image quality and lowers accuracies for radiologists. However, IR can obviously improve the image quality and reduce the noise at the same radiation exposure level, allowing for further reduction of the radiation dose.Recently, a new IR technique adaptive statistical iterative reconstruction-V (ASiR-V, GE Healthcare, USA) was developed. ASiR-V can increase noise reduction performance over the original IR technique even at lower doses and it has been widely applied in phantom and clinical studies. To the best of our knowledge, no data are available on ULDCT with ASiR-V for research on pulmonary nodules. Therefore, the purpose of this study was to investigate whether ULDCT with ASiR-V can be used for the detection and diameter measurement of pulmonary nodules at an extremely low dose comparable to those associated with plain-film chest radiography. Furthermore, mixed-effects logistic regression analysis was used to determine independent predictors for the sensitivity of pulmonary nodule detection to explore the application range of ULDCT in Chinese patients.