datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Ophthalmology_20k
Ophthalmology VQA Mixed Pools
This local dataset folder contains ophthalmology fundus VQA records with small
datasets fully retained and only the largest sources capped.
The questions use multiple task-specific prompt pools:
diagnosis questions for fundus disease labels
diabetic retinopathy severity grading questions, including no diabetic retinopathy
glaucoma screening questions, including no referable glaucoma and referable glaucoma
Each row follows the multimodal schema:… See the full description on the dataset page: https://huggingface.co/datasets/CAIR-M3LLM/Ophthalmology_20k.Ophthalmology20kOphthalmology-MCQA-v3combined_ophthalmology_datasetophthalmology_dataset
Ophtalmology Dataset
This dataset incorporates questions and answers related to various ophthalmic conditions, procedures, treatments, eye anatomy
and physiology,diseases and conditions (such as glaucoma, cataracts, retinal disorders, and corneal diseases),
diagnostic procedures (including visual field testing, OCT, and fundus photography),
and treatment and management (covering medical and surgical interventions
formatted_combined_ophthalmology_datasetOphthalmology-EQA-v3Ophthalmology-MCQA-v2medmcqa-Ophthalmology-responsesOphthalmology-PubMed-CorpusOphthalmology-Textbook-CorpusOphthalmology-EQA-v2Ophthalmology-Corpus-SplitSynthetic-Ophthalmology-Images
Investigating Diffusion Models Across Diverse Imaging Modalities: Synthetic Data for Retinal OCT Images
This repository contains a fully synthetic dataset used for the study, Is Synthetic Data Generation Effective in Maintaining Clinical Biomarkers? Investigating Diffusion Models Across Diverse Imaging Modalities.
Abstract:
The integration of recent technologies in medical imaging has become a cornerstone of modern healthcare, facilitating detailed analysis of internal anatomy and… See the full description on the dataset page: https://huggingface.co/datasets/serag-ai/Synthetic-Ophthalmology-Images.Ophthalmology-Corpus-Split-2combined_ophthalmology_test_datasetophthalmology_validation_datasetcombined_ophthalmology_evaluation_datasetophthalmologydatasetophthalmologyevaluation_datasetOphthalmology20kcombined_ophthalmology_validation_datasetOphthalmology_20k
Ophthalmology VQA Mixed Pools
This local dataset folder contains ophthalmology fundus VQA records with small
datasets fully retained and only the largest sources capped.
The questions use multiple task-specific prompt pools:
diagnosis questions for fundus disease labels
diabetic retinopathy severity grading questions, including no diabetic retinopathy
glaucoma screening questions, including no referable glaucoma and referable glaucoma
Each row follows the multimodal schema:… See the full description on the dataset page: https://huggingface.co/datasets/Maheshreddy1705/Ophthalmology_20k.Ophthalmology-PubMed-Corpus