Datasets:
patient_query stringlengths 55 169 | recommended_action stringlengths 45 251 | enhanced_prompt stringlengths 296 2.1k | enhanced_completion stringlengths 188 5.47k | reasoning_trace stringlengths 265 17k | age int64 1 90 | category stringclasses 7
values | clinical_outcome stringclasses 4
values | comorbidities stringclasses 5
values | disease stringclasses 10
values | gender stringclasses 2
values | language stringclasses 3
values | language_tag stringclasses 3
values | original_context stringlengths 104 173 | patient_id stringlengths 8 8 | region stringclasses 10
values | row_embedding stringlengths 21k 22k | row_searchable_text stringlengths 655 6.54k | severity stringclasses 3
values | symptom_1 stringclasses 6
values | symptom_2 stringclasses 10
values | symptom_3 stringclasses 10
values | symptom_onset_date stringdate 2025-12-01 00:00:00 2026-06-30 00:00:00 | urgency stringclasses 3
values | vaccination_status stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Patient: Female, 65 years old. Complaint: I've been experiencing fever, stomach pain, and weakness since yesterday. | These symptoms need urgent attention. Please visit the emergency room or call an ambulance right now. | Analyze the following patient data and generate a structured clinical summary.
**Instructions:**
1. **Demographics & Complaint:** Summarize the patient's age, gender, language, and primary complaint.
2. **Diagnosis Details:** Identify the diagnosis, pathogen type, specific symptoms, severity levels, and location.
3. ... | **CLINICAL SUMMARY REPORT**
**1. Demographics & Chief Complaint**
* **Age:** 65 years
* **Gender:** Female
* **Preferred Language:** English
* **Primary Complaint:** Acute onset of high-grade fever, abdominal pain, and generalized weakness beginning yesterday.
**2. Diagnosis Details**
* **Confirmed Diagnosis:** Typho... | Let me parse through this patient data carefully. I have a mix of narrative and structured data to synthesize into a professional clinical report.
Starting with demographics: 65-year-old female, English-speaking. Her primary complaint from the narrative is "fever, stomach pain, and weakness since yesterday." I should ... | 65 | Bacterial | Recovered | Hypertension | Typhoid | Female | English | en | 65
Female
English
Typhoid
Bacterial
fever
stomach pain
weakness
Severe
High
Solapur
2026-03-23
No
Hypertension
Recovered | PID03561 | Solapur | [-0.0008043631096370518,0.031806815415620804,0.01305366400629282,-0.027762018144130707,-0.0024705438409000635,0.00008330903801834211,0.05442090705037117,0.08825012296438217,-0.008043630979955196,0.046147458255290985,0.004274615086615086,0.02095940336585045,-0.0031025432981550694,0.13605226576328278,0.06361363083124161,... | Prompt: Analyze the following patient data and generate a structured clinical summary.
**Instructions:**
1. **Demographics & Complaint:** Summarize the patient's age, gender, language, and primary complaint.
2. **Diagnosis Details:** Identify the diagnosis, pathogen type, specific symptoms, severity levels, and locat... | Severe | fever | stomach pain | weakness | 2026-03-23T00:00:00 | High | No |
मरीज: Male, 61 वर्ष। शिकायत: पिछले दो दिनों से मुझे fever, chills और sweating है। | यह घर पर ठीक हो सकता है। अच्छा आराम करें, hydrated रहें और लक्षणों पर नजर रखें। दो दिन में सुधार न हो तो डॉक्टर के पास जाएं। | # चिकित्सा डेटा विश्लेषण कार्य
निम्नलिखित रोगी की जानकारी और लक्षणों का विश्लेषण करें। प्रदान किए गए डेटा के आधार पर, रोग की पुष्टि, गंभीरता, और उपचार की स्थिति का मूल्यांकन करें।
## रोगी की प्रोफ़ाइल और लक्षण
मरীज: Male, 61 वर्ष। शिकायत: पिछले दो दिनों से मुझे fever, chills और sweating है।
## संरचित डेटा रिकॉर्ड
कृ... | # चिकित्सकीय विश्लेषण रिपोर्ट
**1. लक्षण संरेखण (Symptom Alignment)**
रोगी द्वारा वर्णित शिकायतें—पिछले दो दिनों से बुखार (fever), कंपकंपी (chills), और पसीना आना (sweating)—प्रदान किए गए संरचित डेटा रिकॉर्ड में सूचीबद्ध लक्षणों के साथ पूर्णतः सुसंगत हैं। यह तिकड़ी मलेरिया के क्लासिक नैदानिक लक्षण हैं, जो ठंड लगने, तेज... | मैं इस चिकित्सा डेटा विश्लेषण कार्य को समझ रहा हूँ। सबसे पहले, मुझे प्रॉम्प्ट और डेटा को ध्यान से पढ़ना है।
रोगी 61 वर्षीय पुरुष हैं, जिन्हें पिछले दो दिनों से बुखार, कंपकंपी और पसीना आने की शिकायत है। यह मलेरिया के बहुत ही क्लासिक लक्षण हैं - ठंड लगना, फिर तेज बुखार, और फिर पसीने के साथ बुखार का उतरना।
अब मैं संरचि... | 61 | Parasitic | Recovered | Diabetes | Malaria | Male | Hindi | hi | 61
Male
Hindi
Malaria
Parasitic
fever
chills
sweating
Mild
Low
Kolhapur
2026-03-17
No
Diabetes
Recovered | PID05963 | Kolhapur | [-0.0009260735823772848,0.008466958068311214,0.000026603043806971982,-0.011596051044762135,-0.0028414928819984198,0.05227426439523697,0.0537467785179615,0.0986584722995758,0.0022662917617708445,0.07104882597923279,0.09019151329994202,0.051169879734516144,-0.0005636969581246376,0.06884004920721054,0.10086724162101746,-0... | Prompt: # चिकित्सा डेटा विश्लेषण कार्य
निम्नलिखित रोगी की जानकारी और लक्षणों का विश्लेषण करें। प्रदान किए गए डेटा के आधार पर, रोग की पुष्टि, गंभीरता, और उपचार की स्थिति का मूल्यांकन करें।
## रोगी की प्रोफ़ाइल और लक्षण
मरীज: Male, 61 वर्ष। शिकायत: पिछले दो दिनों से मुझे fever, chills और sweating है।
## संरचित डेटा रि... | Mild | fever | chills | sweating | 2026-03-17T00:00:00 | Low | No |
मरीज: Female, 76 वर्ष। शिकायत: मुझे headache, dizziness और blurred vision हो रहा है। | यह घर पर ठीक हो सकता है। अच्छा आराम करें, hydrated रहें और लक्षणों पर नजर रखें। दो दिन में सुधार न हो तो डॉक्टर के पास जाएं। | आप एक चिकित्सा सहायक हैं। कृपया नीचे दिए गए रोगी के डेटा और लक्षणों का विश्लेषण करें और एक संक्षिप्त क्लिनिकल सारांश (clinical summary) प्रदान करें जिसमें संभावित निदान, जोखिम कारक, और अनुशंसित अगले कदम शामिल हों।
रोगी डेटा:
मरीज: Female, 76 वर्ष। शिकायत: मुझे headache, dizziness और blurred vision हो रहा है।
76
Female... | **क्लिनिकल सारांश (Clinical Summary)**
**रोगी विवरण:** 76 वर्षीय महिला, निवासी अमरावती। पुरानी बीमारी: उच्च रक्तचाप (Hypertension)।
**मुख्य शिकायतें:** सिरदर्द (Headache), चक्कर आना (Dizziness), और धुंधली दृष्टि (Blurred vision)। लक्षणों की गंभीरता हल्की (Mild) दर्ज की गई है, लेकिन उम्र और पृष्ठभूमि को देखते हुए ये चि... | Let me analyze this case carefully. A 76-year-old female from Amravati presenting with headache, dizziness, and blurred vision. She has a history of hypertension. The symptoms are listed as "Mild" and risk is "Low," but I need to be cautious here—in elderly patients with hypertension, even mild neurological and visual ... | 76 | Cardiology | Recovered | Hypertension | Hypertension | Female | Hindi | hi | 76
Female
Hindi
Hypertension
Cardiology
headache
dizziness
blurred vision
Mild
Low
Amravati
2026-05-21
Partial
Hypertension
Recovered | PID06874 | Amravati | [-0.0008957558893598616,-0.029780974611639977,-0.01516968384385109,0.02103281393647194,-0.002978097414597869,0.059934210032224655,0.05807289853692055,0.0348065122961998,-0.016658732667565346,0.15486106276512146,0.01516968384385109,0.07370790839195251,-0.00020939747628290206,0.019078437238931656,-0.05881742388010025,-0.... | Prompt: आप एक चिकित्सा सहायक हैं। कृपया नीचे दिए गए रोगी के डेटा और लक्षणों का विश्लेषण करें और एक संक्षिप्त क्लिनिकल सारांश (clinical summary) प्रदान करें जिसमें संभावित निदान, जोखिम कारक, और अनुशंसित अगले कदम शामिल हों।
रोगी डेटा:
मरीज: Female, 76 वर्ष। शिकायत: मुझे headache, dizziness और blurred vision हो रहा है।
7... | Mild | headache | dizziness | blurred vision | 2026-05-21T00:00:00 | Low | Partial |
रुग्ण: पुरुष, २३ वर्षे. तक्रार: गेल्या दोन दिवसांपासून मला ताप, कोरडा खोकला आणि चवीचा अभाव जाणवत आहे. | तुमची लक्षणे संभाव्यपणे जीवघेणी स्थितीकडे इशारा देत आहेत. विलंब न करता त्वरित आपत्कालीन वैद्यकीय मदत घ्या. | तुम्ही एक वैद्यकीय सहाय्यक आहात. खालील रुग्णाच्या माहितीचे विश्लेषण करा आणि एक संक्षिप्त वैद्यकीय अहवाल तयार करा. अहवालात रुग्णाची प्राथमिक लक्षणे, संभाव्य निदान (उदा. COVID-19), आणि तात्काळ शिफारसी यांचा समावेश असावा.
कृपया खालील कच्चा डेटा (Raw Data) तसाच वापरा:
<रुग्ण_डेटा>
रुग्ण: पुरुष, २३ वर्षे. तक्रार: गेल्य्या... | **वैद्यकीय अहवाल**
**रुग्ण माहिती:**
* वय: २३ वर्षे
* लिंग: पुरुष
* स्थान: सोलपूर
* तपासणी दिनांक: २४ जून २०२६
**प्राथमिक लक्षणे:**
रुग्णाला गेल्या दोन दिवसांपासून खालील तीव्र आणि उच्च श्रेणीतील श्वसनसंबंधी लक्षणे जाणवत आहेत:
१. ताप
२. कोरडा खोकला
३. चवीचा अभाव (चवचिा नाश)
**संभाव्य निदान:**
वरील लक्षणे, विशेषतः चवी... | ठीक आहे, मला एक वैद्यकीय अहवाल तयार करायचा आहे. प्रॉम्प्टमध्ये दिलेला डेटा बघूया. रुग्ण: पुरुष, २३ वर्षे. तक्रार: गेल्य्या दोन दिवसंपासून ताप, कोरडा खोकला आणि चवचिा अभवा जणवत आहे.
इथे "चवचिा अभवा" हा शब्द चुकीचा आहे, तो "चवीचा अभाव" किंवा "चवीचा नाश" असायला हवा. डेटात खाली दिलेल्या ओळींमध्येही "चवचिा नाश" असे म्हटले ... | 23 | Respiratory | Death | null | COVID-19 | Male | English | en | 23
Male
English
COVID-19
Respiratory
fever
dry cough
loss of taste
Severe
High
Solapur
2026-06-24
No
None
Death | PID09216 | Solapur | [-0.0008692455012351274,0.10540745407342911,-0.042455777525901794,0.025802865624427795,-0.0030881089624017477,0.06990563869476318,0.08271557092666626,0.04190678149461746,-0.011666188947856426,0.0005289816181175411,0.057827699929475784,0.04611575976014137,0.0010007760720327497,0.022508883848786354,0.04593276232481003,-0... | Prompt: तुम्ही एक वैद्यकीय सहाय्यक आहात. खालील रुग्णाच्या माहितीचे विश्लेषण करा आणि एक संक्षिप्त वैद्यकीय अहवाल तयार करा. अहवालात रुग्णाची प्राथमिक लक्षणे, संभाव्य निदान (उदा. COVID-19), आणि तात्काळ शिफारसी यांचा समावेश असावा.
कृपया खालील कच्चा डेटा (Raw Data) तसाच वापरा:
<रुग्ण_डेटा>
रुग्ण: पुरुष, २३ वर्षे. तक्रार: ... | Severe | fever | dry cough | loss of taste | 2026-06-24T00:00:00 | High | No |
"రోగి: మహిళ, 47 సంవత్సరాలు. ఫిర్యాదు: నా ప(...TRUNCATED) | "మీ లక్షణాలు ప్రాణాంతక స్థితిని సూచి(...TRUNCATED) | "మీరు ఒక వైద్య నిపుణుడిగా పనిచేస్తున(...TRUNCATED) | "**వైద్య విశ్లేషణ నివేదిక**\n\n**రోగి వివర(...TRUNCATED) | "The prompt asks me to analyze patient data and symptoms as a medical professional, providing a clea(...TRUNCATED) | 47 | Respiratory | Recovered | null | COVID-19 | Female | English | en | "47\n\nFemale\n\nEnglish\n\nCOVID-19\n\nRespiratory\n\nfever\n\ndry cough\n\nloss of taste\n\nSevere(...TRUNCATED) | PID04388 | Thane | "[-0.0009516057907603681,0.10330343246459961,-0.05396448075771332,-0.016092978417873383,-0.003445053(...TRUNCATED) | "Prompt: మీరు ఒక వైద్య నిపుణుడిగా పనిచేస్త(...TRUNCATED) | Severe | fever | dry cough | loss of taste | 2026-03-13T00:00:00 | High | No |
"मरीज: Male, 31 वर्ष। शिकायत: मैं fever, dry cough और loss o(...TRUNCATED) | "इन लक्षणों के लिए जल्द डॉक्टर से मिलन(...TRUNCATED) | "आप एक चिकित्सा सहायक AI हैं। निम्नलिखि(...TRUNCATED) | "**चिकित्सा विश्लेषण रिपोर्ट**\n\n**संभावि(...TRUNCATED) | "मरीज का डेटा देखते हैं। 31 साल का पुरुष, (...TRUNCATED) | 31 | Respiratory | Hospitalized | null | COVID-19 | Male | Hindi | hi | "31\n\nMale\n\nHindi\n\nCOVID-19\n\nRespiratory\n\nfever\n\ndry cough\n\nloss of taste\n\nModerate\n(...TRUNCATED) | PID09192 | Latur | "[-0.0007964902324602008,0.08185826241970062,-0.044836003333330154,-0.022790085524320602,-0.00282550(...TRUNCATED) | "Prompt: आप एक चिकित्सा सहायक AI हैं। निम्नल(...TRUNCATED) | Moderate | fever | dry cough | loss of taste | 2026-03-17T00:00:00 | Medium | Yes |
"रुग्ण: महिला, ५० वर्षे. तक्रार: मला डोक(...TRUNCATED) | "लक्षणे पाहता डॉक्टरांना भेटणे आवश्य(...TRUNCATED) | "तुम्ही एक वैद्यकीय सहाय्यक आहात. खाली(...TRUNCATED) | "**रुग्ण माहिती सारांश**\n\n**रुग्ण परिचय:**\n(...TRUNCATED) | "Okay, let me analyze this patient information step by step.\n\nFirst, I need to understand the prom(...TRUNCATED) | 50 | Cardiology | Recovered | Hypertension | Hypertension | Female | Hinglish | hi-en | "50\n\nFemale\n\nHinglish\n\nHypertension\n\nCardiology\n\nheadache\n\ndizziness\n\nblurred vision\n(...TRUNCATED) | PID07188 | Nagpur | "[-0.0009438050910830498,-0.04381119832396507,-0.011884952895343304,-0.004730677232146263,-0.0029828(...TRUNCATED) | "Prompt: तुम्ही एक वैद्यकीय सहाय्यक आहात. ख(...TRUNCATED) | Mild | headache | dizziness | blurred vision | 2026-02-03T00:00:00 | Low | Yes |
"रुग्ण: पुरुष, ४८ वर्षे. तक्रार: मला डोक(...TRUNCATED) | "तात्काळ वैद्यकीय मदतीची गरज आहे. कृपय(...TRUNCATED) | "तुम्ही एक तज्ज्ञ वैद्यकीय सहायक आहात.(...TRUNCATED) | "**वैद्यकीय सारांश**\n\n**रुग्ण परिचय:** ४८ व(...TRUNCATED) | "Let me analyze this patient data step by step. The prompt asks me to act as an expert medical assis(...TRUNCATED) | 48 | Cardiology | ICU | Heart Disease | Hypertension | Male | Hindi | hi | "48\n\nMale\n\nHindi\n\nHypertension\n\nCardiology\n\nheadache\n\ndizziness\n\nblurred vision\n\nSev(...TRUNCATED) | PID08709 | Pune | "[-0.0008887495496310294,-0.01834837719798088,-0.015045668929815292,-0.0018119022715836763,-0.003096(...TRUNCATED) | "Prompt: तुम्ही एक तज्ज्ञ वैद्यकीय सहायक आ(...TRUNCATED) | Severe | headache | dizziness | blurred vision | 2026-01-14T00:00:00 | High | No |
"Patient: Female, 54 saal. Complaint: Kal se breathing difficulty, wheezing aur chest tightness feel(...TRUNCATED) | Abhi seedha emergency jaao. Yeh ghar par theek nahi hoga, doctor ko turant dikhao. | "# Role\nYou are an expert medical assistant specializing in respiratory conditions. Analyze the fol(...TRUNCATED) | "# Summary\nThe patient is a 54-year-old female presenting with an acute exacerbation of bronchial a(...TRUNCATED) | "Alright, let me break down this clinical case step by step. I have a patient data set with some Hin(...TRUNCATED) | 54 | Respiratory | Hospitalized | Hypertension | Asthma | Female | Hinglish | hi-en | "54\n\nFemale\n\nHinglish\n\nAsthma\n\nRespiratory\n\nbreathing difficulty\n\nwheezing\n\nchest tigh(...TRUNCATED) | PID03817 | Latur | "[-0.000828853459097445,-0.06072923541069031,-0.0016005446668714285,-0.018749237060546875,-0.0026066(...TRUNCATED) | "Prompt: # Role\nYou are an expert medical assistant specializing in respiratory conditions. Analyze(...TRUNCATED) | Severe | breathing difficulty | wheezing | chest tightness | 2026-03-28T00:00:00 | High | Partial |
Patient: Male, 83 saal. Complaint: Mujhe cough, runny nose aur sneezing ho raha hai. | Doctor se milna chahiye, emergency nahi hai par ignore bhi mat karo. 1-2 din mein jaao. | "Aap ek medical assistant hain. Neeche di gayi patient ki jaankari ke aadhar par, unki sthiti ka vis(...TRUNCATED) | "Namaste. Di gayi jaankari ke aadhar par, patient ki sthiti ka vishleshan aur salah niche di gayi ha(...TRUNCATED) | "Okay, let me carefully go through this patient's information. An 83-year-old male from Amravati wit(...TRUNCATED) | 83 | Respiratory | Recovered | Diabetes | Common Cold | Male | Hinglish | hi-en | "83\n\nMale\n\nHinglish\n\nCommon Cold\n\nRespiratory\n\ncough\n\nrunny nose\n\nsneezing\n\nMild\n\n(...TRUNCATED) | PID00379 | Amravati | "[-0.0008373979944735765,0.027366878464818,0.0028744724113494158,-0.021190326660871506,-0.0037296875(...TRUNCATED) | "Prompt: Aap ek medical assistant hain. Neeche di gayi patient ki jaankari ke aadhar par, unki sthit(...TRUNCATED) | Mild | cough | runny nose | sneezing | 2026-06-06T00:00:00 | Low | No |
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tags: - medical - healthcare - classification - outbreak-detection - triage - multilingual - adaption - india
Multilingual Medical Symptom Triage Dataset
Dataset Description
A Mutlilingual medical triage dataset containing 9,064 patient symptom descriptions in Hindi, English, and Hinglish (code-mixed Hindi-English), paired with triage recommendations and rich clinical metadata. Designed for training multilingual triage classification models and regional outbreak detection systems.
Dataset Structure
| Column | Description |
|---|---|
| patient_id | Synthetic unique identifier for each patient record (does not correspond to any real individual). |
| age | Patient age |
| gender | Patient gender |
| language | Language of the query |
| patient_query | Symptom description (prompt) |
| disease | Diagnosed disease |
| category | Medical category |
| symptom_1/2/3 | Individual symptoms |
| severity | Low / Moderate / Severe |
| urgency | Low / Medium / High |
| recommended_action | Triage output: Home Care / Consult Doctor / Emergency Care |
| region | Maharashtra district |
| symptom_onset_date | Date symptoms began |
| vaccination_status | Yes / No / Partial |
| comorbidities | Pre-existing conditions |
| clinical_outcome | Recovered / Hospitalized / ICU / Death |
Intended Use
- Multilingual medical triage classification
- Regional outbreak detection (paired with temporal and geographic aggregation)
- Healthcare AI research for low-resource languages
Key Features
- Multilingual coverage including code-mixed Hinglish
- Age and gender diverse patient population
- Clinically sensible labels (verified by disease-severity logic)
- Geographic coverage across 10 Maharashtra districts
- Temporal data for time-series analysis
- Vaccination status and comorbidity fields
Limitations
- Synthetically generated — not from real hospital records
- Labels are rule-based, not clinically verified by doctors
- Intended for research and demonstration purposes only
Part of Project
This dataset is part of the AutoScientist Challenge × HackIndia submission: Multilingual Symptom Triage + Regional Outbreak Detection System.
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