390 citations · 554 across the 6 of their papers we have counts for
7 papers
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
Sarthak Pati, Ujjwal Baid, Brandon Edwards +276
Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…
Optimal Needle Placement for Prostate Rotating-Shield Brachytherapy (RSBT)
Jirong Yi, Quentin E. Adams, Karolyn M. Hopfensperger +5
Purpose: To present an efficient NEEdle Position Optimization (NEEPO) algorithm for prostate rotating shield brachytherapy (RSBT). With RSBT, the increased flexibility beyond conve…
Deep segmentation networks predict survival of non-small cell lung cancer
Stephen Baek, Yusen He, Bryan G. Allen +13
Non-small-cell lung cancer (NSCLC) represents approximately 80-85% of lung cancer diagnoses and is the leading cause of cancer-related death worldwide. Recent studies indicate that…
Fast dose optimization for rotating shield brachytherapy
Myung Cho, Xiaodong Wu, Hossein Dakhah +4
Purpose: To provide a fast computational method, based on the proximal graph solver (POGS) - a convex optimization solver using the alternating direction method of multipliers (ADM…
Magnetic Tunnel Junction Mimics Stochastic Cortical Spiking Neurons
Abhronil Sengupta, Priyadarshini Panda, Parami Wijesinghe +2
Brain-inspired computing architectures attempt to mimic the computations performed in the neurons and the synapses in the human brain in order to achieve its efficiency in learning…
Spin Orbit Torque Based Electronic Neuron
Abhronil Sengupta, Sri Harsha Choday, Yusung Kim +1
A device based on current-induced spin-orbit torque (SOT) that functions as an electronic neuron is proposed in this work. The SOT device implements an artificial neuron's threshol…
DSTT-MRAM: Differential Spin Hall MRAM for On-chip Memories
Yusung Kim, Sri Harsha Choday, Kaushik Roy
A new device structure for spin transfer torque based magnetic random access memory is proposed for on-chip memory applications. Our device structure exploits spin Hall effect to c…