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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...
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04/04/2021
3D Convolutional Neural Networks for Stalled Brain Capillary Detection
Adequate blood supply is critical for normal brain function. Brain vascu...
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05/28/2020
Deep Learning for Automatic Pneumonia Detection
Pneumonia is the leading cause of death among young children and one of ...
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05/05/2019
Breast Tumor Cellularity Assessment using Deep Neural Networks
Breast cancer is one of the main causes of death worldwide. Histopatholo...
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09/18/2018
Albumentations: fast and flexible image augmentations
Data augmentation is a commonly used technique for increasing both the s...
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08/29/2018
FPGA Implementation of Convolutional Neural Networks with Fixed-Point Calculations
Neural network-based methods for image processing are becoming widely us...
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04/21/2018
Angiodysplasia Detection and Localization Using Deep Convolutional Neural Networks
Accurate detection and localization for angiodysplasia lesions is an imp...
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03/03/2018
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep Learning
Semantic segmentation of robotic instruments is an important problem for...
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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...
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01/25/2018