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Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

scientific article published on 07 February 2019

Deep Boosted Regression for MR to CT Synthesis

artículo científico publicado en 2018

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

artículo científico publicado en 2018

Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps.

artículo científico publicado en 2015

Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan

artículo científico publicado en 2021

Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations

scholarly article by Carole H. Sudre et al published 2017 in Lecture Notes in Computer Science

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

scholarly article by Guotai Wang et al published July 2018 in IEEE Transactions on Medical Imaging

Learning from partially annotated OPT images by contextual relevance ranking

scientific article published on 01 January 2013

NiftyNet: a deep-learning platform for medical imaging.

artículo científico publicado en 2018

On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task

scholarly article by Wenqi Li et al published 2017 in Lecture Notes in Computer Science

Real-Time Segmentation of Non-rigid Surgical Tools Based on Deep Learning and Tracking

scholarly article by Luis C. García-Peraza-Herrera et al published 2017 in Lecture Notes in Computer Science

Scalable Multimodal Convolutional Networks for Brain Tumour Segmentation

Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features.

artículo científico publicado en 2017

The future of digital health with federated learning

scientific article published on 14 September 2020

ToolNet: Holistically-nested real-time segmentation of robotic surgical tools

Weakly-supervised convolutional neural networks for multimodal image registration

scholarly article by Yipeng Hu et al published October 2018 in Medical Image Analysis

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