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Alexander Rakhlin
Alexander Rakhlin
Senior Researcher, Neuromation
Verified email at neuromation.io - Homepage
Title
Cited by
Cited by
Year
Automatic instrument segmentation in robot-assisted surgery using deep learning
AA Shvets, A Rakhlin, AA Kalinin, VI Iglovikov
2018 17th IEEE international conference on machine learning and applications …, 2018
3912018
Deep convolutional neural networks for breast cancer histology image analysis
A Rakhlin, A Shvets, V Iglovikov, AA Kalinin
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
3732018
Paediatric bone age assessment using deep convolutional neural networks
VI Iglovikov, A Rakhlin, AA Kalinin, AA Shvets
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018
2302018
Land cover classification from satellite imagery with u-net and lovász-softmax loss
A Rakhlin, A Davydow, S Nikolenko
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1272018
Angiodysplasia detection and localization using deep convolutional neural networks
AA Shvets, VI Iglovikov, A Rakhlin, AA Kalinin
2018 17th IEEE international conference on machine learning and applications …, 2018
902018
Diabetic Retinopathy detection through integration of Deep Learning classification framework
A Rakhlin
BioRxiv, 225508, 2017
812017
Medical image segmentation using deep neural networks with pre-trained encoders
AA Kalinin, VI Iglovikov, A Rakhlin, AA Shvets
Deep learning applications, 39-52, 2020
522020
ColocML: machine learning quantifies co-localization between mass spectrometry images
K Ovchinnikova, L Stuart, A Rakhlin, S Nikolenko, T Alexandrov
Bioinformatics 36 (10), 3215-3224, 2020
342020
Breast tumor cellularity assessment using deep neural networks
A Rakhlin, A Tiulpin, AA Shvets, AA Kalinin, VI Iglovikov, S Nikolenko
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
272019
Spie-aapm-nci breastpathq challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment
N Petrick, S Akbar, KH Cha, S Nofech-Mozes, B Sahiner, MA Gavrielides, ...
Journal of Medical Imaging 8 (3), 034501-034501, 2021
242021
DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks
L Rappez, A Rakhlin, A Rigopoulos, S Nikolenko, T Alexandrov
Molecular systems biology 16 (10), e9474, 2020
222020
ResNet
I Amaya-Rodriguez, I Amaya-Rodriguez, J Civit-Masot, F Luna-Perejon, ...
Computer-Aided Analysis of Gastrointestinal Videos, 99-114, 2021
12021
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