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The Importance of Skip Connections in Biomedical Image Segmentation
The Importance of Skip Connections in Biomedical Image Segmentation
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The Importance of Skip Connections in Biomedical Image Segmentation

Drozdzal, Michal ; Vorontsov, Eugene ; Chartrand, Gabriel ; Kadoury, Samuel ; Pal, Chris Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.179-187 [Periódico revisado por pares]

Cham: Springer International Publishing

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2
Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks
Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks
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Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks

Nie, Dong ; Cao, Xiaohuan ; Gao, Yaozong ; Wang, Li ; Shen, Dinggang Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, 2016, Vol.2016, p.170-178 [Periódico revisado por pares]

Cham: Springer International Publishing

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3
A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography
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Ata de Congresso 		Adicionar ao Meu Espaço

A Region Based Convolutional Network for Tumor Detection and Classification in Breast Mammography

Akselrod-Ballin, Ayelet ; Karlinsky, Leonid ; Alpert, Sharon ; Hasoul, Sharbell ; Ben-Ari, Rami ; Barkan, Ella Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.197-205 [Periódico revisado por pares]

Cham: Springer International Publishing

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4
Fully Convolutional Network for Liver Segmentation and Lesions Detection
Fully Convolutional Network for Liver Segmentation and Lesions Detection
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Ata de Congresso 		Adicionar ao Meu Espaço

Fully Convolutional Network for Liver Segmentation and Lesions Detection

Ben-Cohen, Avi ; Diamant, Idit ; Klang, Eyal ; Amitai, Michal ; Greenspan, Hayit Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.77-85 [Periódico revisado por pares]

Cham: Springer International Publishing

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5
Convolutional Neural Network for Reconstruction of 7T-like Images from 3T MRI Using Appearance and Anatomical Features
Convolutional Neural Network for Reconstruction of 7T-like Images from 3T MRI Using Appearance and Anatomical Features
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Ata de Congresso 		Adicionar ao Meu Espaço

Convolutional Neural Network for Reconstruction of 7T-like Images from 3T MRI Using Appearance and Anatomical Features

Bahrami, Khosro ; Shi, Feng ; Rekik, Islem ; Shen, Dinggang Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.39-47 [Periódico revisado por pares]

Cham: Springer International Publishing

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6
Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting
Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting
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Three-Dimensional CT Image Segmentation by Combining 2D Fully Convolutional Network with 3D Majority Voting

Zhou, Xiangrong ; Ito, Takaaki ; Takayama, Ryosuke ; Wang, Song ; Hara, Takeshi ; Fujita, Hiroshi Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.111-120 [Periódico revisado por pares]

Cham: Springer International Publishing

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7
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN
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Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN

Yang, Heran ; Sun, Jian ; Carass, Aaron ; Zhao, Can ; Lee, Junghoon ; Xu, Zongben ; Prince, Jerry Taylor, Zeike ; Syeda-Mahmood, Tanveer ; Nascimento, Jacinto C. ; Tavares, João Manuel R.S. ; Greenspan, Hayit ; Moradi, Mehdi ; Madabhushi, Anant ; Maier-Hein, Lena ; Stoyanov, Danail ; Lu, Zhi ; Martel, Anne ; Conjeti, Sailesh ; Belagiannis, Vasileios ; Bradley, Andrew ; Papa, João Paulo ; Carneiro, Gustavo

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support, p.174-182 [Periódico revisado por pares]

Cham: Springer International Publishing

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8
Multi-dimensional Gated Recurrent Units for the Segmentation of Biomedical 3D-Data
Multi-dimensional Gated Recurrent Units for the Segmentation of Biomedical 3D-Data
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Ata de Congresso 		Adicionar ao Meu Espaço

Multi-dimensional Gated Recurrent Units for the Segmentation of Biomedical 3D-Data

Andermatt, Simon ; Pezold, Simon ; Cattin, Philippe Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.142-151 [Periódico revisado por pares]

Cham: Springer International Publishing

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9
Towards the Semantic Enrichment of Free-Text Annotation of Image Quality Assessment for UK Biobank Cardiac Cine MRI Scans
Towards the Semantic Enrichment of Free-Text Annotation of Image Quality Assessment for UK Biobank Cardiac Cine MRI Scans
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Towards the Semantic Enrichment of Free-Text Annotation of Image Quality Assessment for UK Biobank Cardiac Cine MRI Scans

Carapella, Valentina ; Jiménez-Ruiz, Ernesto ; Lukaschuk, Elena ; Aung, Nay ; Fung, Kenneth ; Paiva, Jose ; Sanghvi, Mihir ; Neubauer, Stefan ; Petersen, Steffen ; Horrocks, Ian ; Piechnik, Stefan Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.238-248 [Periódico revisado por pares]

Cham: Springer International Publishing

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10
Understanding the Mechanisms of Deep Transfer Learning for Medical Images
Understanding the Mechanisms of Deep Transfer Learning for Medical Images
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Understanding the Mechanisms of Deep Transfer Learning for Medical Images

Ravishankar, Hariharan ; Sudhakar, Prasad ; Venkataramani, Rahul ; Thiruvenkadam, Sheshadri ; Annangi, Pavan ; Babu, Narayanan ; Vaidya, Vivek Bradley, Andrew ; Peter, Loïc ; Lu, Zhi ; Tavares, João Manuel R. S. ; Loog, Marco ; Cornebise, Julien ; Mateus, Diana ; Cardoso, Jaime S. ; Belagiannis, Vasileios ; Papa, João Paulo ; Nascimento, Jacinto C. ; Carneiro, Gustavo

Deep Learning and Data Labeling for Medical Applications, p.188-196 [Periódico revisado por pares]

Cham: Springer International Publishing

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