Shrimanti Ghosh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Automated Segmentation

Magnetic Resonance

Top Venues

Publications

Yuyue Zhou, Banafshe Felfeliyan, Shrimanti Ghosh, Jessica Knight, Fatima Alves-Pereira, Christopher Keen, Jessica Küpper, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko
A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation. CoRR (2024)
Banafshe Felfeliyan, Yuyue Zhou, Shrimanti Ghosh, Jessica Kupper, Shaobo Liu, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko
Application Of Vision-Language Models For Assessing Osteoarthritis Disease Severity. CoRR (2024)
Yuyue Zhou, Jessica Knight, Banafshe Felfeliyan, Shrimanti Ghosh, Fatima Alves-Pereira, Christopher Keen, Abhilash Rakkunedeth Hareendranathan, Jacob L. Jaremko
Self-Supervised Learning to More Efficiently Generate Segmentation Masks for Wrist Ultrasound. ASMUS@MICCAI (2023)
Shrimanti Ghosh, Kumaradevan Punithakumar, Fleur Huang, Geetha Menon, Pierre Boulanger
Deep Learning using Pre-Brachytherapy MRI to Automatically Predict Applicator Induced Complex Uterine Deformation. EMBC (2022)
Shrimanti Ghosh, Nilanjan Ray, Pierre Boulanger, Kumaradevan Punithakumar, Michelle Noga
Automated Left Atrial Segmentation from Magnetic Resonance Image Sequences Using Deep Convolutional Neural Network with Autoencoder. ISBI (2020)
Shrimanti Ghosh, Ankur Banerjee, Nilanjan Ray, Peter W. Wood, Pierre Boulanger, Raj Padwal
Using Accelerometric and Gyroscopic Data to Improve Blood Pressure Prediction from Pulse Transit Time Using Recurrent Neural Network. ICASSP (2018)
Shrimanti Ghosh, Nilanjan Ray, Pierre Boulanger
A Structured Deep-Learning Based Approach for the Automated Segmentation of Human Leg Muscle from 3D MRI. CRV (2017)
Shrimanti Ghosh, Pierre Boulanger, Scott T. Acton, Silvia S. Blemker, Nilanjan Ray
Automated 3D muscle segmentation from MRI data using convolutional neural network. ICIP (2017)