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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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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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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
Automatic Evolutionary Settings of Machine Learning Methods for Buildings’ Thermal Loads Prediction
Automatic Evolutionary Settings of Machine Learning Methods for Buildings’ Thermal Loads Prediction
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Automatic Evolutionary Settings of Machine Learning Methods for Buildings’ Thermal Loads Prediction

Goulart Tavares, Gisele ; Capriles, Priscila V. Z. ; Goliatt, Leonardo Melo, Francisco S. ; Lopes Cardoso, Henrique ; Reis, Luís Paulo ; Marreiros, Goreti ; Lau, Nuno

Progress in Artificial Intelligence, p.183-195 [Periódico revisado por pares]

Cham: Springer International Publishing

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8
Mr. Silva and Patient Zero: A Medical Social Network and Data Visualization Information System
Mr. Silva and Patient Zero: A Medical Social Network and Data Visualization Information System
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Mr. Silva and Patient Zero: A Medical Social Network and Data Visualization Information System

Gonçalves, Patrícia C. T. ; Moura, Ana S. ; Cordeiro, M. Natália D. S. ; Campos, Pedro Taylor, Zeike ; Maier-Hein, Lena ; Farahani, Keyvan ; Chabanas, Matthieu ; Xiao, Yiming ; Stoyanov, Danail ; Martel, Anne ; Rivaz, Hassan ; Tavares, João Manuel R.S. ; Simpson, Amber ; Reinertsen, Ingerid ; Aylward, Stephen ; Li, Shuo

Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, p.111-117 [Periódico revisado por pares]

Cham: Springer International Publishing

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9
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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10
Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks
Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks
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Ultrasound-Based Detection of Lung Abnormalities Using Single Shot Detection Convolutional Neural Networks

Kulhare, Sourabh ; Zheng, Xinliang ; Mehanian, Courosh ; Gregory, Cynthia ; Zhu, Meihua ; Gregory, Kenton ; Xie, Hua ; McAndrew Jones, James ; Wilson, Benjamin Taylor, Zeike ; Maier-Hein, Lena ; Farahani, Keyvan ; Chabanas, Matthieu ; Xiao, Yiming ; Stoyanov, Danail ; Martel, Anne ; Rivaz, Hassan ; Tavares, João Manuel R.S. ; Simpson, Amber ; Reinertsen, Ingerid ; Aylward, Stephen ; Li, Shuo

Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, p.65-73 [Periódico revisado por pares]

Cham: Springer International Publishing

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