Roshan P. Mathews

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Delay Insensitive

Ultrasound Imaging

Video Summarization

Convolutional Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Roshan P. Mathews, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan, Yale Tung Chen, Jacob L. Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Chandrasekharan Kesavadas, Greeta Mathews
Unsupervised Multi-Latent Space RL Framework for Video Summarization in Ultrasound Imaging. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Roshan P. Mathews, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan, Yale Tung Chen, Jacob L. Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Kesavadas Chandrasekharan, Greeta Mathews
RL Based Unsupervised Video Summarization Framework for Ultrasound Imaging. ASMUS@MICCAI (2022)
Roshan P. Mathews, Hamid Jafari Sharemi, Iman Habibagahi, Jaeeun Jang, Arkaprova Ray, Aydin Babakhani
Towards a Miniaturized, Low Power, Batteryless, and Wireless Bio-Potential Sensing Node. BioCAS (2022)
Roshan P. Mathews, Mahesh Raveendranatha Panicker
Towards Fast Region Adaptive Ultrasound Beamformer for Plane Wave Imaging Using Convolutional Neural Networks. EMBC (2021)
Roshan P. Mathews, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan
vid-SAMGRAH: A PyTorch framework for multi-latent space reinforcement learning driven video summarization in ultrasound imaging. Softw. Impacts 10 (2021)
Roshan P. Mathews, Mahesh Raveendranatha Panicker, Abhilash Rakkunedeth Hareendranathan, Yale Tung Chen, Jacob L. Jaremko, Brian Buchanan, Kiran Vishnu Narayan, Kesavadas C, Greeta Mathews
Unsupervised multi-latent space reinforcement learning framework for video summarization in ultrasound imaging. CoRR (2021)