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Volume 58
Main
Medical Image Analysis
Volume 58
Medical Image Analysis
Volume 58
1
Self-supervised learning for medical image analysis using image context restoration
Chen, Liang
,
Bentley, Paul
,
Mori, Kensaku
,
Misawa, Kazunari
,
Fujiwara, Michitaka
,
Rueckert, Daniel
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.23 MB
Your tags:
english, 2019
2
Discovering common change-point patterns in functional connectivity across subjects
Dai, Mengyu
,
Zhang, Zhengwu
,
Srivastava, Anuj
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 6.03 MB
Your tags:
english, 2019
3
Automated age estimation from MRI volumes of the hand
Štern, Darko
,
Payer, Christian
,
Urschler, Martin
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 1.49 MB
Your tags:
english, 2019
4
Learning the implicit strain reconstruction in ultrasound elastography using privileged information
Gao, Zhifan
,
Wu, Sitong
,
Liu, Zhi
,
Luo, Jianwen
,
Zhang, Heye
,
Gong, Mingming
,
Li, Shuo
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 3.37 MB
Your tags:
2019
5
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology
Tellez, David
,
Litjens, Geert
,
Bándi, Péter
,
Bulten, Wouter
,
Bokhorst, John-Melle
,
Ciompi, Francesco
,
van der Laak, Jeroen
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.93 MB
Your tags:
english, 2019
6
Learning to detect lymphocytes in immunohistochemistry with deep learning
Swiderska-Chadaj, Zaneta
,
Pinckaers, Hans
,
van Rijthoven, Mart
,
Balkenhol, Maschenka
,
Melnikova, Margarita
,
Geessink, Oscar
,
Manson, Quirine
,
Sherman, Mark
,
Polonia, Antonio
,
Parry, Jeremy
,
Abubakar,
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 3.71 MB
Your tags:
english, 2019
7
Removing segmentation inconsistencies with semi-supervised non-adjacency constraint
Ganaye, Pierre-Antoine
,
Sdika, Michaël
,
Triggs, Bill
,
Benoit-Cattin, Hugues
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 7.55 MB
Your tags:
english, 2019
8
Deep vessel segmentation by learning graphical connectivity
Shin, Seung Yeon
,
Lee, Soochahn
,
Yun, Il Dong
,
Lee, Kyoung Mu
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 4.70 MB
Your tags:
english, 2019
9
Metal artifact reduction for the segmentation of the intra cochlear anatomy in CT images of the ear with 3D-conditional GANs
Wang, Jianing
,
Noble, Jack H.
,
Dawant, Benoit M.
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.29 MB
Your tags:
english, 2019
10
Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasound registration
Ghavami, Nooshin
,
Hu, Yipeng
,
Gibson, Eli
,
Bonmati, Ester
,
Emberton, Mark
,
Moore, Caroline M.
,
Barratt, Dean C.
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.70 MB
Your tags:
english, 2019
11
Accurate automated Cobb angles estimation using multi-view extrapolation net
Wang, Liansheng
,
Xu, Qiuhao
,
Leung, Stephanie
,
Chung, Jonathan
,
Chen, Bo
,
Li, Shuo
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 1.73 MB
Your tags:
english, 2019
12
Deep vessel segmentation by learning graphical connectivity
Shin, Seung Yeon
,
Lee, Soochahn
,
Yun, Il Dong
,
Lee, Kyoung Mu
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 4.70 MB
Your tags:
2019
13
How many models/atlases are needed as priors for capturing anatomic population variations?
Jin, Ze
,
Udupa, Jayaram K.
,
Torigian, Drew A.
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 4.70 MB
Your tags:
english, 2019
14
Predicting PET-derived demyelination from multimodal MRI using sketcher-refiner adversarial training for multiple sclerosis
Wei, Wen
,
Poirion, Emilie
,
Bodini, Benedetta
,
Durrleman, Stanley
,
Ayache, Nicholas
,
Stankoff, Bruno
,
Colliot, Olivier
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.93 MB
Your tags:
english, 2019
15
Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images
Graham, Simon
,
Vu, Quoc Dang
,
Raza, Shan E Ahmed
,
Azam, Ayesha
,
Tsang, Yee Wah
,
Kwak, Jin Tae
,
Rajpoot, Nasir
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 7.92 MB
Your tags:
english, 2019
16
PV-LVNet: Direct left ventricle multitype indices estimation from 2D echocardiograms of paired apical views with deep neural networks
Ge, Rongjun
,
Yang, Guanyu
,
Chen, Yang
,
Luo, Limin
,
Feng, Cheng
,
Zhang, Heye
,
Li, Shuo
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.91 MB
Your tags:
english, 2019
17
Automated detection and classification of thyroid nodules in ultrasound images using clinical-knowledge-guided convolutional neural networks
Liu, Tianjiao
,
Guo, Qianqian
,
Lian, Chunfeng
,
Ren, Xuhua
,
Liang, Shujun
,
Yu, Jing
,
Niu, Lijuan
,
Sun, Weidong
,
Shen, Dinggang
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 3.38 MB
Your tags:
english, 2019
18
Adversarial learning for mono- or multi-modal registration
Fan, Jingfan
,
Cao, Xiaohuan
,
Wang, Qian
,
Yap, Pew-Thian
,
Shen, Dinggang
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 1.96 MB
Your tags:
english, 2019
19
Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
Maicas, Gabriel
,
Bradley, Andrew P.
,
Nascimento, Jacinto C.
,
Reid, Ian
,
Carneiro, Gustavo
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 2.31 MB
Your tags:
english, 2019
20
Multi-task learning for quality assessment of fetal head ultrasound images
Lin, Zehui
,
Li, Shengli
,
Ni, Dong
,
Liao, Yimei
,
Wen, Huaxuan
,
Du, Jie
,
Chen, Siping
,
Wang, Tianfu
,
Lei, Baiying
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 6.00 MB
Your tags:
2019
21
How many models/atlases are needed as priors for capturing anatomic population variations?
Jin, Ze
,
Udupa, Jayaram K.
,
Torigian, Drew A.
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 4.70 MB
Your tags:
2019
22
Adversarial learning for mono- or multi-modal registration
Fan, Jingfan
,
Cao, Xiaohuan
,
Wang, Qian
,
Yap, Pew-Thian
,
Shen, Dinggang
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 1.96 MB
Your tags:
2019
23
Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI
Maicas, Gabriel
,
Bradley, Andrew P.
,
Nascimento, Jacinto C.
,
Reid, Ian
,
Carneiro, Gustavo
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 2.31 MB
Your tags:
2019
24
Special issue on MICCAI 2018
Schnabel, Julia A.
,
Davatzikos, Christos
,
Fichtinger, Gabor
,
Frangi, Alejandro F.
,
Alberola-López, Carlos
Journal:
Medical Image Analysis
Year:
2019
Language:
english
File:
PDF, 195 KB
Your tags:
english, 2019
25
Editorial Board
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 46 KB
Your tags:
2019
26
Publisher's Note
Journal:
Medical Image Analysis
Year:
2019
File:
PDF, 159 KB
Your tags:
2019
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