Concepedia

Alexandr A. Kalinin

AA

Statistics

Publications

26

Citations

1.8K

H-Index

18

Active since

2015

Affiliations

University of Michigan(Current)

Broad Institute

Massachusetts Institute of Technology

University of Colorado Denver

Lyft (United States)

Alexandr A. Kalinin is an author at University of Michigan specializing in machine learning, deep learning, and computer science.

Publications per year

2015–2025

26

Publications

26

Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning

Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin et al. · 2018 · 344 citations · Full text

Computing, Computer Science, Surgery +16

Opportunities and obstacles for deep learning in biology and medicine

Travers Ching, Daniel Himmelstein, Brett K. Beaulieu‐Jones et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2017 · 309 citations · Full text

Computing, Biomedical Sciences, Computational Biology +8

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 · 192 citations · Full text

Computing, Data Science, Neurology +17

Deep Learning for Automatic Pneumonia Detection

Tatiana Gabruseva, Dmytro Poplavskiy, Alexandr A. Kalinin · 2020 · 133 citations · Full text

Computing, Computer Science, Radiology +17

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

Srinivas Niranj Chandrasekaran, Beth A. Cimini, Amy Goodale et al. · Nature Methods · 2024 · 122 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +13

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