Shamout, Farah E.

1. MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images
   2022/07/14 by Nasir Hayat, Hayat, Nasir, Krzysztof J. Geras +3 · 19 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #electronic engineering #information engineering
2. Towards dynamic multi-modal phenotyping using chest radiographs and\n physiological data
   2021/11/04 by Nasir Hayat, Krzysztof J. Geras, Hayat, Nasir +3 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Phonocardiography and Auscultation Techniques #electronic engineering #information engineering
3. MedArabiQ: Benchmarking Large Language Models on Arabic Medical Tasks
   2025/05/06 by Chaimae Abouzahir, Daoud, Mouath Abu, Abouzahir, Chaimae +8 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Topic Modeling
4. Meta-repository of screening mammography classifiers
   2021/08/10 by Benjamin Stadnick, Jan Witowski, Stadnick, Benjamin +11 · 1 voice
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #cs.CV #cs.LG
5. Uncertainty Quantification for Machine Learning in Healthcare: A Survey
   2025/05/04 by L. Julián Lechuga López, López, L. Julián Lechuga, Shaza Elsharief +9 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning (cs.LG) #Machine Learning in Healthcare