2 papers
eess.SP2025
BEAM-Net: A Deep Learning Framework with Bone Enhancement Attention Mechanism for High Resolution High Frame Rate Ultrasound Beamforming
Midhila Madhusoodanan, Mahesh Raveendranatha Panicker, Pisharody Harikrishnan Gopalakrishnan +1
Pocket-sized, low-cost point-of-care ultrasound (POCUS) devices are increasingly used in musculoskeletal (MSK) applications for structural examination of bone tissue. However, the…
eess.IV2025
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications
Maha Ezzelarab, Midhila Madhusoodanan, Shrimanti Ghosh +3
Over the last decade, the use of machine learning (ML) approaches in medicinal applications has increased manifold. Most of these approaches are based on deep learning, which aims…