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Refinado por: Base de dados/Biblioteca: ANTE: Abstracts in New Technology & Engineering remover assunto: Engineering remover assunto: Life Sciences & Biomedicine remover
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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Shin, Hoo-Chang ; Roth, Holger R. ; Gao, Mingchen ; Lu, Le ; Xu, Ziyue ; Nogues, Isabella ; Yao, Jianhua ; Mollura, Daniel ; Summers, Ronald M.

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1285-1298

United States: IEEE

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Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?
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Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

Tajbakhsh, Nima ; Shin, Jae Y. ; Gurudu, Suryakanth R. ; Hurst, R. Todd ; Kendall, Christopher B. ; Gotway, Michael B. ; Jianming Liang

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1299-1312

United States: IEEE

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3
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
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EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

Twinanda, Andru P. ; Shehata, Sherif ; Mutter, Didier ; Marescaux, Jacques ; de Mathelin, Michel ; Padoy, Nicolas

IEEE transactions on medical imaging, 2017-01, Vol.36 (1), p.86-97

United States: IEEE

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4
Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks
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Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

Setio, Arnaud Arindra Adiyoso ; Ciompi, Francesco ; Litjens, Geert ; Gerke, Paul ; Jacobs, Colin ; van Riel, Sarah J. ; Wille, Mathilde Marie Winkler ; Naqibullah, Matiullah ; Sanchez, Clara I. ; van Ginneken, Bram

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1160-1169

United States: IEEE

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5
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction
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A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction

Schlemper, Jo ; Caballero, Jose ; Hajnal, Joseph V. ; Price, Anthony N. ; Rueckert, Daniel

IEEE transactions on medical imaging, 2018-02, Vol.37 (2), p.491-503

United States: IEEE

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6
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network
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Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

Anthimopoulos, Marios ; Christodoulidis, Stergios ; Ebner, Lukas ; Christe, Andreas ; Mougiakakou, Stavroula

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1207-1216

United States: IEEE

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7
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images
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Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images

Sirinukunwattana, Korsuk ; Ahmed Raza, Shan E. ; Yee-Wah Tsang ; Snead, David R. J. ; Cree, Ian A. ; Rajpoot, Nasir M.

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1196-1206

United States: IEEE

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8
Convolutional Neural Network Based Metal Artifact Reduction in X-Ray Computed Tomography
Convolutional Neural Network Based Metal Artifact Reduction in X-Ray Computed Tomography
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Convolutional Neural Network Based Metal Artifact Reduction in X-Ray Computed Tomography

Zhang, Yanbo ; Yu, Hengyong

IEEE transactions on medical imaging, 2018-06, Vol.37 (6), p.1370-1381

United States: IEEE

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9
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology
A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology
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A Dataset and a Technique for Generalized Nuclear Segmentation for Computational Pathology

Kumar, Neeraj ; Verma, Ruchika ; Sharma, Sanuj ; Bhargava, Surabhi ; Vahadane, Abhishek ; Sethi, Amit

IEEE transactions on medical imaging, 2017-07, Vol.36 (7), p.1550-1560

United States: IEEE

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10
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images
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Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

Pereira, Sergio ; Pinto, Adriano ; Alves, Victor ; Silva, Carlos A.

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1240-1251

United States: IEEE

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