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Kalinin, Alexandr
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1

Three million images and morphological profiles of cells tr..:

Chandrasekaran, Srinivas Niranj ; Cimini, Beth A. ; Goodale, Amy...
Nature Methods.  21 (2024)  6 - p. 1114-1121 , 2024
Link: https://doi.org/10.1038/..
 
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2

Integrating inflammatory biomarker analysis and artificial-..:

Yu, Shan ; Kalinin, Alexandr A. ; Paraskevopoulou, Maria D....
Cell Chemical Biology.  30 (2023)  9 - p. 1169-1182.e8 , 2023
Link: https://doi.org/10.1016/..
 
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3

3D convolutional neural networks for stalled brain capillar..:

Solovyev, Roman ; Kalinin, Alexandr A. ; Gabruseva, Tatiana
Computers in Biology and Medicine.  141 (2022)  - p. 105089 , 2022
Link: https://doi.org/10.1016/..
 
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4

Ten quick tips for deep learning in biology:

Lee, Benjamin D. ; Gitter, Anthony ; Greene, Casey S....
PLOS Computational Biology.  18 (2022)  3 - p. e1009803 , 2022
Link: https://doi.org/10.1371/..
 
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5

SOCRAT: A Dynamic Web Toolbox for Interactive Data Processi..:

Kalinin, Alexandr A. ; Palanimalai, Selvam ; Zhu, Junqi...
Information.  13 (2022)  11 - p. 547 , 2022
Link: https://doi.org/10.3390/..
 
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6

Albumentations: Fast and Flexible Image Augmentations:

Buslaev, Alexander ; Iglovikov, Vladimir I. ; Khvedchenya, Eugene...
Information.  11 (2020)  2 - p. 125 , 2020
Link: https://doi.org/10.3390/..
 
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7

Deep Learning for Automatic Pneumonia Detection:

, In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Gabruseva, Tatiana ; Poplavskiy, Dmytro ; Kalinin, Alexandr - p. 1436-1443 , 2020
Link: https://doi.org/10.1109/..
 
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8

Medical Image Segmentation Using Deep Neural Networks with ..:

, In: Advances in Intelligent Systems and Computing; Deep Learning Applications,
Kalinin, Alexandr A. ; Iglovikov, Vladimir I. ; Rakhlin, Alexander. - p. 39-52 , 2020
Link: https://doi.org/10.1007/..
 
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9

Breast Tumor Cellularity Assessment Using Deep Neural Netwo..:

, In: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW),
Rakhlin, Alexander ; Tiulpin, Aleksei ; Shvets, Alexey A.... - p. 371-380 , 2019
Link: https://doi.org/10.1109/..
 
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10

Model-Based and Model-Free Techniques for Amyotrophic Later..:

Tang, Ming ; Gao, Chao ; Goutman, Stephen A....
Neuroinformatics.  17 (2018)  3 - p. 407-421 , 2018
Link: https://doi.org/10.1007/..
 
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11

3D Shape Modeling for Cell Nuclear Morphological Analysis a..:

Kalinin, Alexandr A. ; Allyn-Feuer, Ari ; Ade, Alex...
Scientific Reports.  8 (2018)  1 - p. , 2018
Link: https://doi.org/10.1038/..
 
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12

Paediatric Bone Age Assessment Using Deep Convolutional Neu..:

, In: Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support; Lecture Notes in Computer Science,
Iglovikov, Vladimir I. ; Rakhlin, Alexander ; Kalinin, Alexandr A.. - p. 300-308 , 2018
Link: https://doi.org/10.1007/..
 
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13

Model-based and Model-free Machine Learning Techniques for ..:

Gao, Chao ; Sun, Hanbo ; Wang, Tuo...
Scientific Reports.  8 (2018)  1 - p. , 2018
Link: https://doi.org/10.1038/..
 
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14

Hypothesis: Caco‐2 cell rotational 3D mechanogenomic turing..:

Zheng, Gen ; Kalinin, Alexandr A. ; Dinov, Ivo D....
Journal of Cellular and Molecular Medicine.  22 (2018)  12 - p. 6380-6385 , 2018
Link: https://doi.org/10.1111/..
 
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15

Publisher Correction: 3D Shape Modeling for Cell Nuclear Mo..:

Kalinin, Alexandr A. ; Allyn-Feuer, Ari ; Ade, Alex...
Scientific Reports.  8 (2018)  1 - p. , 2018
Link: https://doi.org/10.1038/..
 
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