Employing Acoustic Features To Aid Neural Networks Towards Platform Agnostic Learning In Lung Ultrasound Imaging. - Mahesh Raveendranatha Panicker; Yale Tung Chen; M. Gayathri; A. N. Madhavanunni; Kiran Vishnu Narayan; Chandrasekharan Kesavadas; A. P. Vinod 001 (ICIP, 2021)

An Approach Towards Physics Informed Lung Ultrasound Image Scoring Neural Network for Diagnostic Assistance in COVID-19. - Mahesh Raveendranatha Panicker; Yale Tung Chen; Gayathri Malamal; Madhavanunni A. N; Kiran Vishnu Narayan; Chandrasekharan Kesavadas; A. P. Vinod 001 (CoRR, 2021)

Learning the Imaging Landmarks: Unsupervised Key point Detection in Lung Ultrasound Videos. - Arpan Tripathi; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan; Yale Tung Chen; Jacob L. Jaremko; Kiran Vishnu Narayan; Kesavadas C (CoRR, 2021)

Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging. - Roshan P. Mathews; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan; Yale Tung Chen; Jacob L. Jaremko; Brian Buchanan; Kiran Vishnu Narayan; Kesavadas C; Greeta Mathews (CoRR, 2021)

Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging. - Arpan Tripathi; Abhilash Rakkunedeth; Mahesh Raveendranatha Panicker; Jack Zhang; Naveenjyote Boora; Jessica Knight; Jacob L. Jaremko; Yale Tung Chen; Kiran Vishnu Narayan; Kesavadas C (CoRR, 2021)

RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging. - Roshan P. Mathews; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan; Yale Tung Chen; Jacob L. Jaremko; Brian Buchanan; Kiran Vishnu Narayan; Kesavadas Chandrasekharan; Greeta Mathews (ASMUS@MICCAI, 2022)

covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning. - Jinu Joseph; Mahesh Raveendranatha Panicker; Yale Tung Chen; Kesavadas Chandrasekharan; Vimal Chacko Mondy; Anoop Ayyappan; Jineesh Valakkada; Kiran Vishnu Narayan (CoRR, 2022)

Unsupervised landmark detection and classification of lung infection using transporter neural networks. - Arpan Tripathi; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan; Jacob L. Jaremko; Yale Tung Chen; Kiran Vishnu Narayan; C. Kesavadas (Comput. Biol. Medicine, 2023)

Unsupervised Multi-Latent Space RL Framework for Video Summarization in Ultrasound Imaging. - Roshan P. Mathews; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan; Yale Tung Chen; Jacob L. Jaremko; Brian Buchanan; Kiran Vishnu Narayan; Chandrasekharan Kesavadas; Greeta Mathews (IEEE J. Biomed. Health Informatics, 2023)