datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
medical-symptom-triage-conversationalsymptom_to_diagnosis
Dataset Summary
This dataset contains natural language descriptions of symptoms labeled with 22 corresponding diagnoses. Gretel/symptom_to_diagnosis provides 1065 symptom descriptions in the English language labeled with 22 diagnoses, focusing on fine-grained single-domain diagnosis.
Data Fields
Each row contains the following fields:
input_text : A string field containing symptoms
output_text : A string field containing a diagnosis
Example:
{
"output_text": "drug… See the full description on the dataset page: https://huggingface.co/datasets/gretelai/symptom_to_diagnosis.Symptom2Diseasesymptom-disease-datasetuav-fault-symptom-reports
UAV Fault Symptom Reports
A synthetic dataset of UAV flight telemetry paired with operator-style symptom reports written by a
language model. Each row is one five-second window of a flight: 20 telemetry channels, the fault
class, a severity derived from simulated consequences, and a one-sentence report.
split
rows
flights
model-written reports
unique reports
benchmark
10,500
2,100
82.0%
79.7%
challenge
3,500
700
88.1%
91.0%
benchmark is balanced across seven… See the full description on the dataset page: https://huggingface.co/datasets/Bashifu/uav-fault-symptom-reports.Diseases_Symptoms
Dataset Details
The data was sourced from various medical websites accessible through Google search.
Dataset Information: 400 x 4
Dataset Description
Code [More Information Needed]
Name: [More Information Needed]
Symptoms [More Information Needed]
Treatments [More Information Needed]
mayo_clinic_symptoms_and_diseases_v1
Dataset Card for "mayo_clinic_symptoms_and_diseases_v1"
More Information needed
pet-health-symptoms-dataset
Pet Health Symptoms Dataset
Overview
This dataset contains 2,000 LLM-generated pet health symptoms text samples covering 5 common pet health condition categories, designed to train ML models for automated pet health classification. Each entry is labeled with:
Pet health condition (1 of 5 distinct classes)
Record type (Owner Observation or Clinical Notes)
Owner observations are expressed in everyday language (e.g., "My cat scratches constantly"), whereas clinical… See the full description on the dataset page: https://huggingface.co/datasets/karenwky/pet-health-symptoms-dataset.complete_medical_symptom_datasetmedical-symptom-triagemenopause-symptoms
Perimenopause & Menopause Symptoms — Science-Cited Reference Dataset
An openly-licensed, structured dataset of 193 perimenopause and menopause symptom explainers, each mapped to its source article and to peer-reviewed citations (DOIs). Built for researchers, developers, and anyone building menopause health tools or AI assistants who want a clean, attributable symptom reference.
What's inside
193 rows (one per symptom / topic explainer)
193 rows carry one or more… See the full description on the dataset page: https://huggingface.co/datasets/Whiterocket/menopause-symptoms.medical-symptom-triage-csvMultilingual_medical_symptom_triage
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… See the full description on the dataset page: https://huggingface.co/datasets/Tulsiandhare/Multilingual_medical_symptom_triage.symptom-based-disease-prediction-v1
Symptom-Based Disease Prediction Dataset (Confidence-Aware) – v1
📘 Overview
This dataset is an early-stage (Version 1) medical dataset created for symptom-based disease prediction using Large Language Models (LLMs).
Each record presents patient symptoms in an instruction-style prompt and returns multiple possible diseases grouped by confidence levels.The primary goal of this version is to establish structure, consistency, and reasoning format, not final model… See the full description on the dataset page: https://huggingface.co/datasets/Jainam-11/symptom-based-disease-prediction-v1.DisEmbed-Symptom-Disease-v1
DisEmbed-Symptom-Disease-v1
DisEmbed-Symptom-Disease-v1 is a curated synthetic dataset designed to address the gap in disease-focused embedding models. It includes structured data representing disease descriptions, symptoms, and disease-related Q&A pairs, making it uniquely suited for building models focused on disease-specific tasks.
Dataset Creation Process
Example Use
You can load the dataset directly using the datasets library:
from datasets import… See the full description on the dataset page: https://huggingface.co/datasets/SalmanFaroz/DisEmbed-Symptom-Disease-v1.ghana-health-symptoms
Ghana Health Symptoms -- Twi patient descriptions with English triage tags
98,656 first-person symptom descriptions in Twi, each labelled with one
fine-grained English phrase naming the presenting problem, grounded in
36,565 passages of real Twi health speech.
Every row is what a patient might say when a nurse asks what is wrong -- in Twi,
in the spoken register -- paired with a single English phrase a health worker can
read at a glance to see exactly what the issue is.… See the full description on the dataset page: https://huggingface.co/datasets/ghanaopenai/ghana-health-symptoms.Disease-Symptom-Extensive-Cleansymptoms_disease_v1medical-symptom-triage-structuredmayo_clinic_symptoms_and_diseases_v1
Dataset Card for "mayo_clinic_symptoms_and_diseases_v1"
More Information needed
SymptomsDisease246k
Source
Disease-Symptom-Extensive-Clean
Context Sample
{
"query": "Having these specific symptoms: anxiety and nervousness, depression, shortness of breath, depressive or psychotic symptoms, dizziness, palpitations, irregular heartbeat, breathing fast may indicate",
"response": "You may have panic disorder"
}
Raw Sample
{
"query": "dizziness, abnormal involuntary movements, headache, diminished vision",
"response": "pseudotumor cerebri"
}
disease-symptoms-chatsymptom-based-disease-prediction-v2
Symptom-Based Disease Prediction Dataset (Confidence-Aware) – v2
📘 Overview
Version 2 of the Symptom-Based Disease Prediction Dataset is an improved and more structured medical reasoning dataset designed for Large Language Models (LLMs) and AI-driven healthcare research.
This version introduces:
cleaner formatting,
improved disease grouping,
better confidence separation,
enhanced consistency,
and more fine-tuning-friendly outputs.
Each sample presents symptoms in… See the full description on the dataset page: https://huggingface.co/datasets/Jainam-11/symptom-based-disease-prediction-v2.africa-who-care-seeking-for-children-with-symptoms-of-acute
Africa — WHO GHO: Care-seeking for children with symptoms of acute respiratory infection (%) | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-care-seeking-for-children-with-symptoms-of-acute.disease_symptoms_prec_fulldatatager_symptom_recognition_and_advice
If you like our project, please give us a star ⭐
[GitHub | DataTager Home]
Extract Medical Information Dataset
Prompt for Training
When training your model with this dataset, prepend the following prompt to each input instance:
你需要去做的是理解患者的咨询文本，并基于这些症状提供一个可能的医学解释以及相应的建议措施。请始终确保你的输出中包括以下元素：1. 对输入中提到的症状的识别和确认。2. 基于症状的可能医学解释。3. 针对进一步诊断或治疗的建议措施。
Description
AnyTaskTune is a publication by the DataTager team. We advocate for rapid training of large… See the full description on the dataset page: https://huggingface.co/datasets/pandalla/datatager_symptom_recognition_and_advice.smolified-clinical-symptom-router
🤏 smolified-clinical-symptom-router
Intelligence, Distilled.
This is a synthetic training corpus generated by the Smolify Foundry.
It was used to train the corresponding model smolify/smolified-clinical-symptom-router.
📦 Asset Details
Origin: Smolify Foundry (Job ID: fc35f0e3)
Records: 10016
Type: Synthetic Instruction Tuning Data
⚖️ License & Ownership
This dataset is a sovereign asset owned by smolify.
Generated via Smolify.ai.
africa-synth-tuberculosis-synthetic-tb-screening-symptoms-all
Synthetic TB Screening & Symptom Dataset (GeneXpert, Smear, CXR) | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-tuberculosis-synthetic-tb-screening-symptoms-all.ghana-health-symptoms
Ghana Health Symptoms -- Twi patient descriptions with English triage tags
98,656 first-person symptom descriptions in Twi, each labelled with one
fine-grained English phrase naming the presenting problem, grounded in
36,565 passages of real Twi health speech.
Every row is what a patient might say when a nurse asks what is wrong -- in Twi,
in the spoken register -- paired with a single English phrase a health worker can
read at a glance to see exactly what the issue is.… See the full description on the dataset page: https://huggingface.co/datasets/ghananlpcommunity/ghana-health-symptoms.asia-who-care-seeking-for-children-with-symptoms-of-acute
Care-seeking for children with symptoms of acute respiratory infection (%) | Asia (WHO GHO)
🌏 1,182 observations · 35 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,182 observations of Care-seeking for children with symptoms of acute respiratory infection (%) data across 35 Asia countries, spanning 2000–2023, covering 1 distinct indicators.
About the source
Source: WHO Global Health Observatory… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-care-seeking-for-children-with-symptoms-of-acute.