Improving Transcriptomic Foundation Models Through Gene-Level Error Analysis and Adaptive Masking
- Michael Morris Danziger
- Bharath Dandala
- et al.
- 2025
- ISMB 2025
Tanwi Biswas
Title
Research Scientist
Bio
Tanwi Biswas is a research scientist at IBM Research - Tokyo. She is working with Biomedical Discovery research team to build genetic foundation model for target gene discovery.
She received a Ph.D. degree from Tokyo Institute of Technology in 2023 for her work on medical image processing with Generative AI. Currently, she is conducting research on single cell RNA sequence data analysis using AI.
Her research interest includes AI in healthcare, RNA sequence data analysis, machine learning, deep learning and Generative AI.
Publications
Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for Immunotherapies
- Tanwi Biswas
- Akira Koseki
- et al.
- 2024
- ISMB 2024
Top collaborators
AK
Akira Koseki
Senior Research Scientist
YS
Yishai Shimoni
Manager and Senior Research Scientist, Causal Machine Learning for Healthcare
MK
Michiharu Kudo
STSM, Senior Manager of Accelerated Discovery
TI
Toshiya Iwamori
Research Scientist