CPV constructs counterfactual patient vignettes from medical QA datasets by varying demographic attributes (gender, ethnicity)
Kenza Benkirane
kenza-ily
AI & ML interests
Healthcare NLP, XAI, multimodal approaches
Organizations
🪩 DISCO
Document Intelligence Suite for COmparative Evaluations
Med-LLMs
-
BioMistral/BioMistral-7B
Text Generation • Updated • 104k • 506 -
ContactDoctor/Bio-Medical-MultiModal-Llama-3-8B-V1
Image-Text-to-Text • 9B • Updated • 2 • 144 -
medicalai/ClinicalBERT
Fill-Mask • Updated • 23.9k • • 375 -
sid321axn/Bio_ClinicalBERT-finetuned-medicalcondition
Text Classification • Updated • 3 • 15
🩺 Counterfactual Patient Variations (CPV)
CPV constructs counterfactual patient vignettes from medical QA datasets by varying demographic attributes (gender, ethnicity)
🫀 Medical benchmarks
🪩 DISCO
Document Intelligence Suite for COmparative Evaluations
🗺️ Machine Translation
Med-LLMs
-
BioMistral/BioMistral-7B
Text Generation • Updated • 104k • 506 -
ContactDoctor/Bio-Medical-MultiModal-Llama-3-8B-V1
Image-Text-to-Text • 9B • Updated • 2 • 144 -
medicalai/ClinicalBERT
Fill-Mask • Updated • 23.9k • • 375 -
sid321axn/Bio_ClinicalBERT-finetuned-medicalcondition
Text Classification • Updated • 3 • 15