Alexandr A. Kalinin

Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning

Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin et al. · 2018 · 338 citations · Full text

Opportunities and obstacles for deep learning in biology and medicine

Travers Ching, Daniel Himmelstein, Brett K. Beaulieu‐Jones et al. · 2017 · 309 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease

Chao Gao, Hanbo Sun, Tuo Wang et al. · Scientific Reports · 2018 · 187 citations · Full text

Deep Learning for Automatic Pneumonia Detection

Tatiana Gabruseva, Dmytro Poplavskiy, Alexandr A. Kalinin · 2020 · 129 citations · Full text

Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis

Alexander Rakhlin, Alexey A. Shvets, Vladimir Iglovikov et al. · 2018 · 121 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Stain Normalization +24