Evaluation of MedKLIP for Zero-shot and Fine-tuned classification of CXRs

📋 Type Project
Status finished
📅 Duration Oct 1, 2023 – Apr 1, 2024
👤 Primary supervisor Sheethal Bhat
🎓 Student Sushmetha Arumugam Master of Science Information and Communication Technology

Zero-shot scores on NIH and RSNA Pneumonia datasets. Analysis of attention maps and point score on VinDR-CXR dataset. Analysis of performance improvement from zero-shot to fine-tuned classification performance for various findings.