Identifying Putative Gene Markers: A Biomedical Foundation Model-based Approach for Cell Type Annotation
- Uri Kartoun
- Akira Koseki
- et al.
- 2024
- ISMB 2024
Dr. Jianying Hu is IBM Fellow and Global Science Leader, AI for Healthcare and Director of HCLS Research at IBM. She is also an Adjuct Professor at Icahn School of Medicine at Mount Sinai. She has conducted and led extensive research in machine learning, data mining, statistical pattern recognition, and signal processing, with applications to healthcare analytics and medical informatics, business analytics, and multimedia content analysis, with recent efforts focusing on developing AI technologies for accelerated discovery of therabeutics.
Dr. Hu has published over 150 peer reviewed scientific papers and holds over 50 patents. She served as Chair of the Knowledge Discovery and Data Mining (KDDM) Working Group of the American Medical Informatics Association (AMIA) from 2014 to 2016, and on the Computational Science Advisory Board of Michael J. Fox Foundation from 2017 to 2018. She has served as Associate Editor for many journals including IEEE TPAMI, IEEE TIP, and Pattern Recognition, and currently serves on the Journals and Publications Committee of AMIA, Editorial Board of JAMIA Open, the Advisory Board of JHIR, and the External Advisory Board of Vanderbilt University Department of Biomedical Informatics, the External Advisory Board of the NIH AIM-AHEAD Program, and the National Academy of Science, Engineering and Medicine (NASEM) Committee on Establishing a Framework for Emerging Science, Technology and Innovation in Health and Medicine.
Dr. Hu is a fellow of the American College of Medical Informatics (ACMI), International Academy of Health Sciences Informatics (IAHSI), IEEE, and the International Association of Pattern Recognition (IAPR). She received the Asian American Engineer of the Year Award in 2013.