Author:Deepa S

Publications
The Critical Role of Homotopy Continuation in Robotic-Assisted Surgery - Future Perspective Yashbir Singh, Colleen Farrelly, Quincy A. Hathaway, Aakriti R. Carrubba, Deepa Deepa, Michael Friebe, Ashok Chaudhary, Shadi Atalls, Wathiq Mansoor and Yassine Himeur EasyChair Preprint 11475
Topology-Aware GAN (TopoGAN): Transforming Medical Imaging Advances Hrishi Patel, Colleen Farrelly, Quincy Hathaway, Jennifer Z Rozenblit, Deepa Deepa, Yashbir Singh, Ashok Chaudhary, Yassine Himeur, Wathiq Mansoor and Shadi Atalls EasyChair Preprint 11474
Leveraging Radon Descriptors and Machine Learning to Anticipate Left Ventricular Endocardial Scar Tissue Patterns Yashbir Singh and Deepa Deepa EasyChair Preprint 11440
Scar Tissue Evaluation in the Left Ventricular Endocardial Wall Using Pixel-Based Concept Yashbir Singh, Deepa S, Heenaben Patel, Joao Manuel R. S. Tavares, Salah-Ddine Krit and Weichih Hu EasyChair Preprint 9004
Effect of left ventricular longitudinal axis variation in pathological hearts using Deep learning Yashbir Singh, Deepa S, Shi Yi Wu, João Manuel R. S. Tavares, Michael Friebe and Weichih Hu EasyChair Preprint 648

Keyphrases

cardiac remodeling, Cardiac wall motion, deep learning, Ejection Fraction, Generative Adversarial Network, Heart, homotopy continuation, Left ventricular, machine learning, mathematical models., mathematics, Medical Imaging, Morphological operations, Pathological heart, persistent homology, Radon, Robotic-assisted surgery, Scar tissue, topological data analysis, topological space.