Alexandr A. Kalinin | DeepAI

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∙ 05/29/2021

Ten Quick Tips for Deep Learning in Biology

Machine learning is a modern approach to problem-solving and task automa...

0 Benjamin D. Lee, et al. ∙

∙ 04/04/2021

3D Convolutional Neural Networks for Stalled Brain Capillary Detection

Adequate blood supply is critical for normal brain function. Brain vascu...

15 Roman Solovyev, et al. ∙

∙ 05/28/2020

Deep Learning for Automatic Pneumonia Detection

Pneumonia is the leading cause of death among young children and one of ...

32 Tatiana Gabruseva, et al. ∙

∙ 05/05/2019

Breast Tumor Cellularity Assessment using Deep Neural Networks

Breast cancer is one of the main causes of death worldwide. Histopatholo...

7 Alexander Rakhlin, et al. ∙

∙ 09/18/2018

Albumentations: fast and flexible image augmentations

Data augmentation is a commonly used technique for increasing both the s...

0 Alexander Buslaev, et al. ∙

∙ 08/29/2018

FPGA Implementation of Convolutional Neural Networks with Fixed-Point Calculations

Neural network-based methods for image processing are becoming widely us...

0 Roman A. Solovyev, et al. ∙

∙ 04/21/2018

Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks

Accurate detection and localization for angiodysplasia lesions is an imp...

0 Alexey Shvets, et al. ∙

∙ 03/03/2018

Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning

Semantic segmentation of robotic instruments is an important problem for...

0 Alexey Shvets, et al. ∙

∙ 02/02/2018

Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis

Breast cancer is one of the main causes of cancer death worldwide. Early...

0 Alexander Rakhlin, et al. ∙

∙ 01/25/2018

Deep Learning in Pharmacogenomics: From Gene Regulation to Patient Stratification

This Perspective provides examples of current and future applications of...

0 Alexandr A. Kalinin, et al. ∙

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