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03/18/2023
ExplainFix: Explainable Spatially Fixed Deep Networks
Is there an initialization for deep networks that requires no learning? ...
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10/05/2022
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
Advances in data-driven deep learning for chest X-ray image analysis und...
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03/01/2022
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector
Cancer is one of the leading causes of death in the developed world. Can...
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07/28/2020
Enhancement of Retinal Fundus Images via Pixel Color Amplification
We propose a pixel color amplification theory and family of enhancement ...
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07/27/2020
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images
Diabetic Retinopathy is the leading cause of blindness in the working-ag...
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11/19/2019
LNDb: A Lung Nodule Database on Computed Tomography
Lung cancer is the deadliest type of cancer worldwide and late detection...
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10/25/2019
DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images
Diabetic retinopathy (DR) grading is crucial in determining the patients...
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10/09/2019
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance
Early diagnosis of lung cancer via computed tomography can significantly...
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08/28/2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis
Active Learning methods create an optimized and labeled training set fro...
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11/30/2018
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network
We propose iW-Net, a deep learning model that allows for both automatic ...
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10/09/2018
UOLO - automatic object detection and segmentation in biomedical images
We propose UOLO, a novel framework for the simultaneous detection and se...
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08/13/2018
BACH: Grand Challenge on Breast Cancer Histology Images
Breast cancer is the most common invasive cancer in women, affecting mor...
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03/10/2017
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis
Dermoscopic skin images are often obtained with different imaging device...
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01/31/2017