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sayan ghosal
sayan ghosal
Computational Scientist, Broad Institute
Verified email at broadinstitute.org - Homepage
Title
Cited by
Cited by
Year
Deep deformable registration: Enhancing accuracy by fully convolutional neural net
S Ghosal, N Ray
Pattern Recognition Letters 94, 81-86, 2017
452017
A biologically interpretable graph convolutional network to link genetic risk pathways and neuroimaging markers of disease
S Ghosal, Q Chen, G Pergola, AL Goldman, W Ulrich, DR Weinberger, ...
bioRxiv, 2021.05. 28.446066, 2021
162021
G-MIND: an end-to-end multimodal imaging-genetics framework for biomarker identification and disease classification
S Ghosal, Q Chen, G Pergola, AL Goldman, W Ulrich, KF Berman, G Blasi, ...
Medical Imaging 2021: Image Processing 11596, 63-72, 2021
132021
A generative-discriminative framework that integrates imaging, genetic, and diagnosis into coupled low dimensional space
S Ghosal, Q Chen, G Pergola, AL Goldman, W Ulrich, KF Berman, G Blasi, ...
Neuroimage 238, 118200, 2021
102021
Bridging Imaging, Genetics, and Diagnosis in a Coupled Low-Dimensional Framework
S Ghosal, Q Chen, AL Goldman, W Ulrich, KF Berman, DR Weinberger, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
82019
Robotic link position control using brain computer interface
A Rakshit, R Lahiri, S Ghosal, A Sarkar, S Ghosh, A Konar
2016 International Conference on Microelectronics, Computing and …, 2016
52016
A generative-predictive framework to capture altered brain activity in fMRI and its association with genetic risk: application to Schizophrenia
S Ghosal, Q Chen, AL Goldman, W Ulrich, KF Berman, DR Weinberger, ...
Medical Imaging 2019: Image Processing 10949, 565-575, 2019
32019
Interpretable Machine Learning and Deep Learning Frameworks for Predictive Analytics and Biomarker Discovery from Multimodal Imaging Genetics Data
S Ghosal
Johns Hopkins University, 2023
12023
GIRUS-net: A Multimodal Deep Learning Model Identifying Imaging and Genetic Biomarkers Linked to Alzheimer’s Disease Severity
S Wu, A Venkataraman, S Ghosal
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
12023
A novel non-rigid registration algorithm for zebrafish larval images
S Ghosal, S Banerjee, N Tiso, E Grisan, AS Chowdhury
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
12017
Subpopulation based patient risk prediction using graph attention networks
S Ghosal, AJ Jacob, P Sharma, MA Gulsun
US Patent App. 17/647,613, 2023
2023
BEATRICE: Bayesian Fine-mapping from Summary Data using Deep Variational Inference
S Ghosal, MC Schatz, A Venkataraman
bioRxiv, 2023
2023
Cine Image Based Cardiac Disease Classification Using Random Forest Classifier and Graph Based Deep Learning Approach
A Varga-Szemes, T Chitiboi, UJ Schoepf, AJ Jacob, S Ghosal, F Xiong, ...
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