Sreya Banerjee headshot

Sreya Banerjee, PhD

Data Scientist, Core for Computational Biomedicine

Sreya Banerjee earned her Ph.D. in Computer Science and Engineering from the University of Notre Dame in Notre Dame, Indiana under the guidance of Dr. Walter J. Scheirer at the Computer Vision Research Laboratory. As a graduate student, she collaborated with the Department of Biological Sciences at Notre Dame to understand the effect of cross-modal integration of sensory stimuli in zebrafish vision. She helped create a tool to understand changes in zebrafish behavior due to ambient odor using computer vision. Before joining CCB, she completed her postdoctoral training at Massachusetts General Hospital where she primarily worked with psychiatrists to understand and monitor symptoms of depression and anxiety through smartphone sensors. Dr. Banerjee is broadly interested in biologically inspired machine learning algorithms and the application of computer vision and deep learning techniques in experimental and clinical data.

Family dementia caregivers with suicidal ideation improve with mentalizing imagery therapy: Results from a pilot study.
Authors: Madarasmi S, Gutierrez-Ramirez P, Barsoum N, Banerjee S, Ramirez Gomez L, Melero-Dominguez M, Gitlin LN, Pederson A, Liu RT, Jain FA.
J Affect Disord Rep
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Virtual mentalizing imagery therapy for Spanish language Latino family dementia caregivers: A feasibility and acceptability study.
Authors: Ramirez-Gomez L, Johnson JK, Ritchie C, Meyer AK, Tan E, Madarasmi S, Gutierrez-Ramirez P, Aldarondo-Hernández C, Mischoulon D, Banerjee S, Jain FA.
Front Psychol
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Recruitment and Retention in Remote Research: Learnings From a Large, Decentralized Real-world Study.
Authors: Li SX, Halabi R, Selvarajan R, Woerner M, Fillipo IG, Banerjee S, Mosser B, Jain F, Areán P, Pratap A.
JMIR Form Res
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Bridging the Gap Between Computational Photography and Visual Recognition.
Authors: VidalMata RG, Banerjee S, RichardWebster B, Albright M, Davalos P, McCloskey S, Miller B, Tambo A, Ghosh S, Nagesh S, Yuan Y, Hu Y, Wu J, Yang W, Zhang X, Liu J, Wang Z, Chen HT, Huang TW, Chin WC, Li YC, Lababidi M, Otto C, Scheirer WJ.
IEEE Trans Pattern Anal Mach Intell
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An assistive computer vision tool to automatically detect changes in fish behavior in response to ambient odor.
Authors: Banerjee S, Alvey L, Brown P, Yue S, Li L, Scheirer WJ.
Sci Rep
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An Extreme Value Theory Model of Cross-Modal Sensory Information Integration in Modulation of Vertebrate Visual System Functions.
Authors: Banerjee S, Scheirer WJ, Li L.
Front Comput Neurosci
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