A Structured Deep-Learning Based Approach for the Automated Segmentation of Human Leg Muscle from 3D MRI. - Shrimanti Ghosh; Nilanjan Ray; Pierre Boulanger (CRV, 2017)

Automated 3D muscle segmentation from MRI data using convolutional neural network. - Shrimanti Ghosh; Pierre Boulanger; Scott T. Acton; Silvia S. Blemker; Nilanjan Ray (ICIP, 2017)

Using Accelerometric and Gyroscopic Data to Improve Blood Pressure Prediction from Pulse Transit Time Using Recurrent Neural Network. - Shrimanti Ghosh; Ankur Banerjee; Nilanjan Ray; Peter W. Wood; Pierre Boulanger; Raj Padwal (ICASSP, 2018)

Automated Left Atrial Segmentation from Magnetic Resonance Image Sequences Using Deep Convolutional Neural Network with Autoencoder. - Shrimanti Ghosh; Nilanjan Ray; Pierre Boulanger; Kumaradevan Punithakumar; Michelle Noga (ISBI, 2020)

Deep Learning using Pre-Brachytherapy MRI to Automatically Predict Applicator Induced Complex Uterine Deformation. - Shrimanti Ghosh; Kumaradevan Punithakumar; Fleur Huang; Geetha Menon; Pierre Boulanger (EMBC, 2022)

Self-Supervised Learning to More Efficiently Generate Segmentation Masks for Wrist Ultrasound. - Yuyue Zhou; Jessica Knight; Banafshe Felfeliyan; Shrimanti Ghosh; Fatima Alves-Pereira; Christopher Keen; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (ASMUS@MICCAI, 2023)

Ultrasound for Automated Classification of Full-Thickness Rotator Cuff Tendon Tears using Deep Learning. - Shrimanti Ghosh; Banafshe Felfeliyan; Yuyue Zhou; Jessica Knight; Natasha Akhlaq; Jessica Küpper; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (EMBC, 2024)

SimICL: A Simple Visual In-context Learning Framework for Ultrasound Segmentation. - Yuyue Zhou; Banafshe Felfeliyan; Shrimanti Ghosh; Jessica Knight; Fatima Alves-Pereira; Christopher Keen; Jessica Küpper; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (EMBC, 2024)

Application of Vision-Language Models for Assessing Osteoarthritis. - Banafshe Felfeliyan; Yuyue Zhou; Shrimanti Ghosh; Jessica Küpper; Shaobo Liu; Abhilash Rakkunedeth; Jacob L. Jaremko (ISBI, 2024)

Automated Detection of Shoulder Rotator Cuff Tendon Tears from Ultrasound Images by CNN-Autoencoder. - Shrimanti Ghosh; Banafshe Felfeliyan; Yuyue Zhou; Shaobo Liu; Jessica Knight; Natasha Akhlaq; Jessica Küpper; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (ISBI, 2024)

Application Of Vision-Language Models For Assessing Osteoarthritis Disease Severity. - Banafshe Felfeliyan; Yuyue Zhou; Shrimanti Ghosh; Jessica Küpper; Shaobo Liu; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (CoRR, 2024)

A Simple Framework Uniting Visual In-context Learning with Masked Image Modeling to Improve Ultrasound Segmentation. - Yuyue Zhou; Banafshe Felfeliyan; Shrimanti Ghosh; Jessica Knight; Fatima Alves-Pereira; Christopher Keen; Jessica Küpper; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko (CoRR, 2024)

Shoulder Rotator Cuff Tear Detection from Ultrasound Videos Using Deep Reinforcement Learning. - Shrimanti Ghosh; Geetika Vadali; Ayush Singh; Yuyue Zhou; Banafshe Felfeliyan; Assefa Seyoum Wahd; Jessica Knight; Mahesh R. Panicker; Jacob L. Jaremko; Abhilash Rakkunedeth Hareendranathan (ISBI, 2025)

Sam2Rad: A segmentation model for medical images with learnable prompts. - Assefa Seyoum Wahd; Banafshe Felfeliyan; Yuyue Zhou; Shrimanti Ghosh; Adam McArthur; Jiechen Zhang; Jacob L. Jaremko; Abhilash Rakkunedeth (Comput. Biol. Medicine, 2025)