Davood Karimi

Automatic grading of prostate cancer in digitized histopathology images: Learning from multiple experts

Guy Nir, Soheil Hor, Davood Karimi et al. · Medical Image Analysis · 2018 · 170 citations

Urology, Image Analysis, Engineering +13

Deep Learning-Based Gleason Grading of Prostate Cancer From Histopathology Images—Role of Multiscale Decision Aggregation and Data Augmentation

Davood Karimi, Guy Nir, Ladan Fazli et al. · IEEE Journal of Biomedical and Health Informatics · 2019 · 144 citations

Convolutional Neural Network, Engineering, Machine Learning +23

Transfer learning in medical image segmentation: New insights from analysis of the dynamics of model parameters and learned representations

Davood Karimi, Simon K. Warfield, Ali Gholipour · Artificial Intelligence in Medicine · 2021 · 129 citations · Full text

Medical Image Segmentation, Image Analysis, Machine Learning +13

Accurate and robust deep learning-based segmentation of the prostate clinical target volume in ultrasound images

Davood Karimi, Qi Zeng, Prateek Mathur et al. · Medical Image Analysis · 2019 · 119 citations

Engineering, Machine Learning, Medical Imaging +10

Comparison of Artificial Intelligence Techniques to Evaluate Performance of a Classifier for Automatic Grading of Prostate Cancer From Digitized Histopathologic Images

Guy Nir, Davood Karimi, S. Larry Goldenberg et al. · JAMA Network Open · 2019 · 107 citations · Full text