Alexandr A. Kalinin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Convolutional Neural Networks

Fpga Implementation

Top Venues

Publications

Kirill Prokhorov, Alexandr A. Kalinin
Improving Acne Image Grading with Label Distribution Smoothing. CoRR (2024)
Benjamin D. Lee, Anthony Gitter, Casey S. Greene, Sebastian Raschka, Finlay Maguire, Alexander J. Titus, Michael D. Kessler, Alexandra J. Lee, Marc G. Chevrette, Paul Allen Stewart, Thiago Britto-Borges, Evan M. Cofer, Kun-Hsing Yu, Juan Jose Carmona, Elana J. Fertig, Alexandr A. Kalinin, Brandon Signal, Benjamin J. Lengerich, Timothy J. Triche Jr., Simina M. Boca
Ten quick tips for deep learning in biology. PLoS Comput. Biol. 18 (3) (2022)
Alexandr A. Kalinin, Selvam Palanimalai, Junqi Zhu, Wenyi Wu, Nikhil Devraj, Chunchun Ye, Nellie Ponarul, Syed S. Husain, Ivo D. Dinov
SOCRAT: A Dynamic Web Toolbox for Interactive Data Processing, Analysis and Visualization. Inf. 13 (11) (2022)
Roman A. Solovyev, Alexandr A. Kalinin, Tatiana Gabruseva
3D convolutional neural networks for stalled brain capillary detection. Comput. Biol. Medicine 141 (2022)
Roman A. Solovyev, Alexandr A. Kalinin, Tatiana Gabruseva
3D Convolutional Neural Networks for Stalled Brain Capillary Detection. CoRR (2021)
Benjamin D. Lee, Anthony Gitter, Casey S. Greene, Sebastian Raschka, Finlay Maguire, Alexander J. Titus, Michael D. Kessler, Alexandra J. Lee, Marc G. Chevrette, Paul Allen Stewart, Thiago Britto-Borges, Evan M. Cofer, Kun-Hsing Yu, Juan Jose Carmona, Elana J. Fertig, Alexandr A. Kalinin, Beth Signal, Benjamin J. Lengerich, Timothy J. Triche Jr., Simina M. Boca
Ten Quick Tips for Deep Learning in Biology. CoRR (2021)
Tatiana Gabruseva, Dmytro Poplavskiy, Alexandr A. Kalinin
Deep Learning for Automatic Pneumonia Detection. CVPR Workshops (2020)
Tatiana Gabruseva, Dmytro Poplavskiy, Alexandr A. Kalinin
Deep Learning for Automatic Pneumonia Detection. CoRR (2020)
Alexander Buslaev, Vladimir I. Iglovikov, Eugene Khvedchenya, Alex Parinov, Mikhail Druzhinin, Alexandr A. Kalinin
Albumentations: Fast and Flexible Image Augmentations. Inf. 11 (2) (2020)
Ming Tang, Chao Gao, Stephen A. Goutman, Alexandr A. Kalinin, Bhramar Mukherjee, Yuanfang Guan, Ivo D. Dinov
Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering. Neuroinformatics 17 (3) (2019)
Alexander Rakhlin, Alexey A. Shvets, Alexandr A. Kalinin, Aleksei Tiulpin, Vladimir I. Iglovikov, Sergey I. Nikolenko
Breast Tumor Cellularity Assessment using Deep Neural Networks. CoRR (2019)
Alexander Rakhlin, Aleksei Tiulpin, Alexey A. Shvets, Alexandr A. Kalinin, Vladimir I. Iglovikov, Sergey I. Nikolenko
Breast Tumor Cellularity Assessment Using Deep Neural Networks. ICCV Workshops (2019)
Alexey Shvets, Vladimir Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks. CoRR (2018)
Alexandr A. Kalinin, Ari Allyn-Feuer, Alexander S. Ade, Gordon-Victor Fon, Walter Meixner, David Dilworth, Jeffrey R. de Wet, Gerald A. Higgins, Gen Zheng, Amy Creekmore, John W. Wiley, James E. Verdone, Robert W. Veltri, Kenneth J. Pienta, Donald S. Coffey, Brian D. Athey, Ivo D. Dinov
3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results. CVPR Workshops (2018)
Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir I. Iglovikov
Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning. ICMLA (2018)
Alexandr A. Kalinin, Gerald A. Higgins, Narathip Reamaroon, S. M. Reza Soroushmehr, Ari Allyn-Feuer, Ivo D. Dinov, Kayvan Najarian, Brian D. Athey
Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification. CoRR (2018)
Vladimir I. Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin, Alexey A. Shvets
Paediatric Bone Age Assessment Using Deep Convolutional Neural Networks. DLMIA/ML-CDS@MICCAI (2018)
Alexander Rakhlin, Alexey Shvets, Vladimir Iglovikov, Alexandr A. Kalinin
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis. ICIAR (2018)
Alexey Shvets, Alexander Rakhlin, Alexandr A. Kalinin, Vladimir Iglovikov
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning. CoRR (2018)
Alexandr A. Kalinin, Brian D. Athey, Ivo D. Dinov
Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data. AIST (Supplement) (2018)
Roman A. Solovyev, Alexandr A. Kalinin, Alexander G. Kustov, Dmitry V. Telpukhov, Vladimir S. Ruhlov
FPGA Implementation of Convolutional Neural Networks with Fixed-Point Calculations. CoRR (2018)
Iosif V. Breido, Alexandr A. Kalinin, D. V. Lissitsyn
Algorithms of Energy Efficient Control of Electric Technological Complex for Autonomous Heat Supply. EAI Endorsed Trans. Energy Web 5 (19) (2018)
Alexander V. Buslaev, Alex Parinov, Eugene Khvedchenya, Vladimir I. Iglovikov, Alexandr A. Kalinin
Albumentations: fast and flexible image augmentations. CoRR (2018)
Alexander Rakhlin, Alexey Shvets, Vladimir Iglovikov, Alexandr A. Kalinin
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis. CoRR (2018)
Alexey A. Shvets, Vladimir I. Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks. ICMLA (2018)
Alexandr A. Kalinin, Selvam Palanimalai, Ivo D. Dinov
SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications. HILDA@SIGMOD (2017)
Vladimir Iglovikov, Alexander Rakhlin, Alexandr A. Kalinin, Alexey Shvets
Pediatric Bone Age Assessment Using Deep Convolutional Neural Networks. CoRR (2017)
Ivo D. Dinov, Kyle Siegrist, Dennis K. Pearl, Alexandr A. Kalinin, Nicolas Christou
: a web computational infrastructure for exploring the properties, interrelations, and applications of probability distributions. Comput. Stat. 31 (2) (2016)
Syed S. Husain, Alexandr A. Kalinin, Anh Truong, Ivo D. Dinov
SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information. J. Big Data 2 (2015)