Soumyanil Banerjee

18 papers Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
ESM-AnatTractNet: Advanced deep learning model of true positive eloquent white matter tractography to improve preoperative evaluation of pediatric epilepsy surgery.
Medical Image Anal.
Min-Hee Lee, Bohan Xiao, Soumyanil Banerjee, Hiroshi Uda, Yoon Ho Hwang, Csaba Juhász, Eishi Asano, Ming Dong, Jeong-Won Jeong
2025 J jnl
Conditional diffusion model with spatial attention and latent embedding for medical image segmentation.
CoRR
Behzad Hejrati, Soumyanil Banerjee, Carri Glide-Hurst, Ming Dong
2025 J jnl
Deep Learning-Based Tract Classification of Preoperative DWI Tractography Advances the Prediction of Short-Term Postoperative Language Improvement in Children With Drug-Resistant Epilepsy.
IEEE Trans. Biomed. Eng.
Min-Hee Lee, Soumyanil Banerjee, Hiroshi Uda, Alanna Carlson, Ming Dong, Robert Rothermel, Csaba Juhász, Eishi Asano, Jeong-Won Jeong
2025 J jnl
Health system learning achieves generalist neuroimaging models.
CoRR
Akhil Kondepudi, Akshay Rao, Chenhui Zhao, Yiwei Lyu, Edward S. Harake, Soumyanil Banerjee, Rushikesh S. Joshi, Anna-Katharina Meißner, Renly Hou, Cheng Jiang, Asadur Chowdury, Ashok Srinivasan, Brian Athey, Vikas Gulani, Aditya Pandey, Honglak Lee, Todd C. Hollon
2025 J jnl
Learning complete and explainable visual representations from itemized text supervision.
CoRR
Yiwei Lyu, Chenhui Zhao, Soumyanil Banerjee, Shixuan Liu, Akshay Rao, Akhil Kondepudi, Honglak Lee, Todd C. Hollon
2025 J jnl
Learning neuroimaging models from health system-scale data.
CoRR
Yiwei Lyu, Edward S. Harake, Asadur Chowdury, Soumyanil Banerjee, Rachel Gologorsky, Shixuan Liu, Anna-Katharina Meißner, Akshay Rao, Chenhui Zhao, Akhil Kondepudi, Cheng Jiang, Xinhai Hou, Rushikesh S. Joshi, Volker Neuschmelting, Ashok Srinivasan, Dawn Kleindorfer, Brian Athey, Vikas Gulani, Aditya Pandey, Honglak Lee, Todd C. Hollon
2025 J jnl
Volumetric Medical Image Segmentation Through Dual Self-Distillation in U-Shaped Networks.
IEEE Trans. Biomed. Eng.
Soumyanil Banerjee, Nicholas Summerfield, Ming Dong, Carri Glide-Hurst
2024 — conf
Conditional Diffusion Model with Spatial Attention and Latent Embedding for Medical Image Segmentation.
MICCAI (9)
Behzad Hejrati, Soumyanil Banerjee, Carri Glide-Hurst, Ming Dong
2024 — conf
Dual Self-Distillation of U-Shaped Networks for 3D Medical Image Segmentation.
ISBI
Soumyanil Banerjee, Ming Dong, Carri Glide-Hurst
2024 — conf
Localization of Epileptogenicity Using Incomplete MRI Sequence Data in Children with Seizure Onset Zone Involving Temporal Lobe.
ISBI
Soumyanil Banerjee, Qisheng He, Min-Hee Lee, Ming Dong, Eishi Asano, Jeong-Won Jeong
2023 J jnl
Dual self-distillation of U-shaped networks for 3D medical image segmentation.
CoRR
Soumyanil Banerjee, Ming Dong, Carri Glide-Hurst
2022 — conf
AgileGCN: Accelerating Deep GCN with Residual Connections using Structured Pruning.
MIPR
Qisheng He, Soumyanil Banerjee, Loren Schwiebert, Ming Dong
2022 J jnl
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting.
CoRR
Soumyanil Banerjee, Ming Dong, Weisong Shi
2021 J jnl
Deep Relational Reasoning for the Prediction of Language Impairment and Postoperative Seizure Outcome Using Preoperative DWI Connectome Data of Children With Focal Epilepsy.
IEEE Trans. Medical Imaging
Soumyanil Banerjee, Ming Dong, Min-Hee Lee, Nolan O'Hara, Csaba Juhász, Eishi Asano, Jeong-Won Jeong
2020 — conf
Prediction of Language Impairments in Children Using Deep Relational Reasoning with DWI Data.
ISBI
Soumyanil Banerjee, Ming Dong, Min-Hee Lee, Nolan O'Hara, Eishi Asano, Jeong-Won Jeong
2012 — conf
A novel connectivity control scheme for next generation wireless system by using Short Coverage Antennas.
WOCN
Shubhajeet Chatterjee, Soumyanil Banerjee, Arijit Mondal, Joydeep Saha
2012 — conf
A region based channel allocation scheme for LEO satellite communication.
WOCN
Shubhajeet Chatterjee, Soumyanil Banerjee, Arijit Mondal, Joydeep Saha
2011 — conf
Throughput analysis of multi-input & single-output channels in core routers of optical burst switching networks.
WOCN
Jubin Hazra, Biswajit Das, Soumyanil Banerjee, Saptarshi Mallick, Alok Kumar Das, Avranil Das