Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound. - Subhankar Roy; Willi Menapace; Sebastiaan Oei; Ben Luijten; Enrico Fini; Cristiano Saltori; Iris A. M. Huijben; Nishith Chennakeshava; Federico Mento; Alessandro Sentelli; Emanuele Peschiera; Riccardo Trevisan; et al. (IEEE Trans. Medical Imaging, 2020)

Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound. - Nishith Chennakeshava; Tristan S. W. Stevens; Frederik J. de Bruijn; Andrew Hancock; Martin Pekar; Yonina C. Eldar; Massimo Mischi; Ruud J. G. van Sloun (ICASSP, 2022)

Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning. - Tristan S. W. Stevens; Nishith Chennakeshava; Frederik J. de Bruijn; Martin Pekar; Ruud J. G. van Sloun (ICASSP, 2022)

Ultrasound Signal Processing: From Models to Deep Learning. - Ben Luijten; Nishith Chennakeshava; Yonina C. Eldar; Massimo Mischi; Ruud J. G. van Sloun (CoRR, 2022)

An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection. - L. Hao; Tom H. G. F. Bakkes; Anouk van Diepen; Nishith Chennakeshava; R. Arthur Bouwman; A. J. R. De Bie; Pierre Woerlee; Francesco Mojoli; Massimo Mischi; Y. Shi; Simona Turco (Comput. Methods Programs Biomed., 2024)