Towards Fast Region Adaptive Ultrasound Beamformer for Plane Wave Imaging Using Convolutional Neural Networks. - Roshan P. Mathews; Mahesh Raveendranatha Panicker (EMBC, 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)

vid-SAMGRAH: A PyTorch framework for multi-latent space reinforcement learning driven video summarization in ultrasound imaging. - Roshan P. Mathews; Mahesh Raveendranatha Panicker; Abhilash Rakkunedeth Hareendranathan (Softw. Impacts, 2021)

Towards a Miniaturized, Low Power, Batteryless, and Wireless Bio-Potential Sensing Node. - Roshan P. Mathews; Hamid Jafari Sharemi; Iman Habibagahi; Jaeeun Jang; Arkaprova Ray; Aydin Babakhani (BioCAS, 2022)

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)

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)

An 8-Channel Fully Wirelessly Powered and Controlled Chip for Simultaneous ECG, EMG, and EOG Sensing. - Iman Habibagahi; Roshan P. Mathews; Jaeeun Jang; Aydin Babakhani (BioCAS, 2024)