Vivek Kumar Singh

Current and Emerging Trends in Medical Image Segmentation With Deep Learning

Pierre-Henri Conze, Gustavo Andrade-Miranda, Vivek Kumar Singh et al. · IEEE Transactions on Radiation and Plasma Medical Sciences · 2023 · 114 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Image Analysis +15

Evaluating Segmentation Error without Ground Truth

Timo Kohlberger, Vivek Kumar Singh, Chris Alvino et al. · Lecture notes in computer science · 2012 · 95 citations

Machine Vision, Image Analysis, Data Science +10

Fully Automated Breast Density Segmentation and Classification Using Deep Learning

Nasibeh Saffari, Hatem A. Rashwan, Mohamed Abdel‐Nasser et al. · Diagnostics · 2020 · 90 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

FCA-Net: Adversarial Learning for Skin Lesion Segmentation Based on Multi-Scale Features and Factorized Channel Attention

Vivek Kumar Singh, Mohamed Abdel‐Nasser, Hatem A. Rashwan et al. · IEEE Access · 2019 · 69 citations · Full text

Convolutional Neural Network, Factorized Channel Attention, Machine Learning +19

Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework

Vivek Kumar Singh, Mohamed Abdel‐Nasser, Farhan Akram et al. · Expert Systems with Applications · 2020 · 68 citations · Full text

Artificial Intelligence, Breast Tumor Segmentation, Image Analysis +11