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Mousumi Roy
Mousumi Roy
Adresse e-mail validée de cs.stonybrook.edu
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Deep-learning-based accurate hepatic steatosis quantification for histological assessment of liver biopsies
M Roy, F Wang, H Vo, D Teng, G Teodoro, AB Farris, E Castillo-Leon, ...
Laboratory investigation 100 (10), 1367-1383, 2020
442020
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images
M Roy, J Kong, S Kashyap, VP Pastore, F Wang, KCL Wong, V Mukherjee
Scientific Reports 11 (1), 139, 2021
342021
Model-free prediction of multistability using echo state network
M Roy, S Mandal, C Hens, A Prasad, NV Kuznetsov, M Dev Shrimali
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (10), 2022
132022
Enhancement of synchronized chaotic state in a delay-coupled complex neuronal network
M Roy, S Poria
Nonlinear Dynamics 102 (2), 745-758, 2020
102020
Segmentation of overlapped steatosis in whole-slide liver histopathology microscopy images
M Roy, F Wang, G Teodoro, MB Vos, AB Farris, J Kong
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
92018
Deep learning based registration of serial whole-slide histopathology images in different stains
M Roy, F Wang, G Teodoro, S Bhattarai, M Bhargava, TS Rekha, R Aneja, ...
Journal of Pathology Informatics 14, 100311, 2023
72023
Role of assortativity in predicting burst synchronization using echo state network
M Roy, A Senapati, S Poria, A Mishra, C Hens
Physical Review E 105 (6), 064205, 2022
72022
Ultrasound guided mammotome breast biopsies
N Duchesne, G Côté, A Dorion, M Roy
AJR Am J Roentgenol 176 (7), 2001
72001
Effective nuclei segmentation with sparse shape prior and dynamic occlusion constraint for glioblastoma pathology images
P Zhang, F Wang, G Teodoro, Y Liang, M Roy, D Brat, J Kong
Journal of Medical Imaging 6 (1), 017502-017502, 2019
62019
Image processing tool for FAE cloud dynamics
M Roy, A Allam, A Agarwal, R Wankar, RR Chillarige
Multi-disciplinary Trends in Artificial Intelligence: 8th International …, 2014
22014
Assessing ChatGPT for Text Summarization, Simplification and Extraction Tasks
R Tariq, S Malik, M Roy, MZ Islam, U Rasheed, J Bian, K Zheng, R Zhang
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
2023
Histopathology Image Analysis: From 2D Segmentation to 3D Registration
M Roy
State University of New York at Stony Brook, 2022
2022
Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images
M Roy, F Wang, G Teodoro, JV Vega, D Brat, J Kong
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
2018
Ultrasound-guided Mammotome breast biopsies (11G)
N Duchesne, M Roy, G Cote, A Dorion
RADIOLOGY 221, 431-431, 2001
2001
DELINEATE Architecture
M Roy, F Wang, H Vo, D Teng, G Teodoro, AB Farris, E Castillo, MBV Lion, ...
Convolutional neural network classification of axillary lymph node metastasis on MRI of breast cancer patients
T Ren, H Duanmu, R Cattell, R Vanguri, M Roy, MZ Liu, V Zhang, ...
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