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Alexey A. Shvets

Massachusetts Institute of Technology

43

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1676

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Medical Image Segmentation Using Deep Neural Networks with Pre-trained Encoders

2020
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Breast Tumor Cellularity Assessment using Deep Neural Networks

2019 bioRxiv
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Citations (4)
2017 Robotic Instrument Segmentation Challenge.

2019 arXiv: Computer Vision and Pattern Recognition
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Breast Tumor Cellularity Assessment using Deep Neural Networks

2019 bioRxiv
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CD45 functions as a signaling gatekeeper in T cells

2019 Science Signaling
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Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks

2018 ICMLA | International Conference on Machine Learning and Applications
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Deep Learning Approaches for Understanding Simple Speech Commands.

2018 arXiv: Sound
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Feature Pyramid Network for Multi-class Land Segmentation

2018 CVPR | Computer Vision and Pattern Recognition
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TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation.

2018 arXiv: Computer Vision and Pattern Recognition
- Vladimir I. Iglovikov
- Alexey A. Shvets
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Citations (341)
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis

2018 bioRxiv
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Citations (29)