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ORCIDMedical Image Analysis, Volume 77
Volume 77, April 2022
- Yilan Zhang
, Fengying Xie, Xuedong Song, Yushan Zheng, Jie Liu, Juncheng Wang:
Dermoscopic image retrieval based on rotation-invariance deep hashing. 102301 - Shengfeng Liu, Fangfei Ge, Lin Zhao, Tianfu Wang, Dong Ni, Tianming Liu:
NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns. 102316 - Li-Hui Wang, Yao Hong, Yongbin Qin, Xinyu Cheng, Feng Yang, Jie Yang, Yue-Min Zhu:
Connecting macroscopic diffusion metrics of cardiac diffusion tensor imaging and microscopic myocardial structures based on simulation. 102325 - Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, Ghassan Hamarneh:
Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes. 102329 - Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Yizhuan Jia, Xuesong Li, Suprosanna Shit, Bjoern H. Menze, Ziyu Su, Jun Ma, Ziwei Nie, Kartik Jain, Yanfei Liu, Yi Lin, Anja Hennemuth:
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge. 102333 - Yanmei Luo, Luping Zhou, Bo Zhan, Fei-Yue Wang, Jiliu Zhou, Yan Wang, Dinggang Shen:
Adaptive rectification based adversarial network with spectrum constraint for high-quality PET image synthesis. 102335 - Valentin Oreiller, Vincent Andrearczyk, Mario Jreige, Sarah Boughdad, Hesham Elhalawani, Joël Castelli, Martin Vallières, Simeng Zhu, Juanying Xie, Ying Peng, Andrei Iantsen, Mathieu Hatt, Yading Yuan, Jun Ma, Xiaoping Yang, Chinmay Rao, Suraj Pai, Kanchan Ghimire, Xue Feng, Mohamed A. Naser, Clifton D. Fuller, Fereshteh Yousefirizi, Arman Rahmim, Huai Chen, Lisheng Wang, John O. Prior, Adrien Depeursinge:
Head and neck tumor segmentation in PET/CT: The HECKTOR challenge. 102336 - Srijay Deshpande, Fayyaz A. Minhas, Simon Graham, Nasir M. Rajpoot:
SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images. 102337 - Shuwei Shao, Zhongcai Pei, Weihai Chen, Wentao Zhu, Xingming Wu, Dianmin Sun, Baochang Zhang:
Self-Supervised monocular depth and ego-Motion estimation in endoscopy: Appearance flow to the rescue. 102338 - Bo Zhan, Jianghong Xiao, Chongyang Cao, Xingchen Peng, Chen Zu, Jiliu Zhou, Yan Wang:
Multi-constraint generative adversarial network for dose prediction in radiotherapy. 102339 - Wenting Chen, Shuang Yu, Kai Ma, Wei Ji, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng:
TW-GAN: Topology and width aware GAN for retinal artery/vein classification. 102340 - Maissa Sghaier, Emilie Chouzenoux, Jean-Christophe Pesquet, Serge Muller:
A Novel Task-Based reconstruction approach for digital breast tomosynthesis. 102341 - Chao Huang, Zhenlin Xu, Zhengyang Shen, Tianyou Luo, Tengfei Li, Daniel Nissman, Amanda Nelson, Yvonne Golightly, Marc Niethammer, Hongtu Zhu:
DADP: Dynamic abnormality detection and progression for longitudinal knee magnetic resonance images from the Osteoarthritis Initiative. 102343 - Ke Lei, Ali B. Syed, Xucheng Zhu, John M. Pauly, Shreyas S. Vasanawala:
Artifact- and content-specific quality assessment for MRI with image rulers. 102344 - Shuai Wang, Yingying Zhu, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Youbao Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers:
Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images. 102345 - Shengke Xue, Zhaowei Cheng, Guangxu Han, Chaoliang Sun, Ke Fang, Yingchao Liu, Jian Cheng, Xinyu Jin, Ruiliang Bai:
2D probabilistic undersampling pattern optimization for MR image reconstruction. 102346 - Audrey Duran, Gaspard Dussert, Olivier Rouvière, Tristan Jaouen, Pierre-Marc Jodoin, Carole Lartizien:
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans. 102347 - Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
Learning to complete incomplete hearts for population analysis of cardiac MR images. 102354 - Guiqiu Liao, Oscar Caravaca-Mora, Benoit Rosa, Philippe Zanne, Diego Dall'Alba, Paolo Fiorini, Michel de Mathelin, Florent Nageotte, Michalina J. Gora:
Distortion and instability compensation with deep learning for rotational scanning endoscopic optical coherence tomography. 102355 - Santiago Aja-Fernández, Tomasz Pieciak, Carmen Martín-Martín, Álvaro Planchuelo-Gómez, Rodrigo de Luis García, Antonio Tristán-Vega:
Moment-based representation of the diffusion inside the brain from reduced DMRI acquisitions: Generalized AMURA. 102356 - Xinzi He, Ee-Leng Tan, Hanwen Bi, Xuzhe Zhang, Shijie Zhao, Baiying Lei:
Fully transformer network for skin lesion analysis. 102357 - Miguel Molina-Moreno, Iván González-Díaz, Jon Sicilia, Georgiana Crainiciuc, Miguel Palomino-Segura, Andrés Hidalgo, Fernando Díaz-de-María:
ACME: Automatic feature extraction for cell migration examination through intravital microscopy imaging. 102358 - Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang:
Medical image analysis on left atrial LGE MRI for atrial fibrillation studies: A review. 102360 - Manuel Birlo, P. J. Eddie Edwards, Matthew J. Clarkson, Danail Stoyanov:
Utility of optical see-through head mounted displays in augmented reality-assisted surgery: A systematic review. 102361 - Kai-Ni Wang, Xin Yang, Juzheng Miao, Lei Li, Jing Yao, Ping Zhou, Wufeng Xue, Guang-Quan Zhou, Xiahai Zhuang, Dong Ni:
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images. 102362 - Elineide S. dos Santos, Rodrigo de Melo Souza Veras, Kelson Rômulo Teixeira Aires, Helano Miguel B. F. Portela, Geraldo Braz Junior, Justino Santos, João Manuel R. S. Tavares:
Semi-automatic segmentation of skin lesions based on superpixels and hybrid texture information. 102363 - Murat Seçkin Ayhan, Louis Benedikt Kümmerle, Laura Kühlewein, Werner Inhoffen, Gulnar Aliyeva, Focke Ziemssen, Philipp Berens:
Clinical validation of saliency maps for understanding deep neural networks in ophthalmology. 102364 - Marco von Atzigen, Florentin Liebmann, Armando Hoch, José Miguel Spirig, Mazda Farshad, Jess Gerrit Snedeker, Philipp Fürnstahl:
Marker-free surgical navigation of rod bending using a stereo neural network and augmented reality in spinal fusion. 102365 - Usama Pervaiz, Diego Vidaurre, Chetan Gohil, Stephen M. Smith, Mark W. Woolrich:
Multi-dynamic modelling reveals strongly time-varying resting fMRI correlations. 102366 - Jiantao Pu, Joseph K. Leader, Jacob Sechrist, Cameron A. Beeche, Jatin P. Singh, Iclal Ocak, Michael G. Risbano:
Automated identification of pulmonary arteries and veins depicted in non-contrast chest CT scans. 102367 - David Wallis, Irène Buvat:
Clever Hans effect found in a widely used brain tumour MRI dataset. 102368 - Luyi Han, Yuanyuan Lyu, Cheng Peng, S. Kevin Zhou:
GAN-based disentanglement learning for chest X-ray rib suppression. 102369 - Shih-Gu Huang, Jing Xia, Liyuan Xu, Anqi Qiu:
Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity. 102370 - Eric Upschulte, Stefan Harmeling, Katrin Amunts, Timo Dickscheid:
Contour proposal networks for biomedical instance segmentation. 102371 - Liyue Shen, Lequan Yu, Wei Zhao, John M. Pauly, Lei Xing:
Novel-view X-ray projection synthesis through geometry-integrated deep learning. 102372 - Chengliang Dai, Shuo Wang, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai:
Suggestive annotation of brain MR images with gradient-guided sampling. 102373 - Gaurav Patel, Jose Dolz:
Weakly supervised segmentation with cross-modality equivariant constraints. 102374 - Yongxiang Huang, Albert C. S. Chung:
Disease prediction with edge-variational graph convolutional networks. 102375 - Ruisheng Su, Matthijs van der Sluijs, Sandra A. P. Cornelissen, Geert J. Lycklama, Jeannette Hofmeijer, Charles B. L. M. Majoie, Pieter Jan van Doormaal, Adriaan C. G. M. van Es, Danny Ruijters, Wiro J. Niessen, Aad van der Lugt, Theo van Walsum:
Spatio-temporal deep learning for automatic detection of intracranial vessel perforation in digital subtraction angiography during endovascular thrombectomy. 102377 - Ji Hye Won, Jinyoung Youn, Hyunjin Park:
Enhanced neuroimaging genetics using multi-view non-negative matrix factorization with sparsity and prior knowledge. 102378 - Francesco Bardozzo, Toby Collins, Antonello Forgione, Alexandre Hostettler, Roberto Tagliaferri:
StaSiS-Net: A stacked and siamese disparity estimation network for depth reconstruction in modern 3D laparoscopy. 102380 - Carolin M. Pirkl, Matteo Cencini, Jan W. Kurzawski, Diana Waldmannstetter, Hongwei Li, Anjany Sekuboyina, Sebastian Endt, Luca Peretti, Graziella Donatelli, Rosa Pasquariello, Mauro Costagli, Guido Buonincontri, Michela Tosetti, Marion I. Menzel, Bjoern H. Menze:
Learning residual motion correction for fast and robust 3D multiparametric MRI. 102387 - Francesco Calivá, Sarthak Kamat, Alejandro Morales Martinez, Sharmila Majumdar, Valentina Pedoia:
Surface spherical encoding and contrastive learning for virtual bone shape aging. 102388
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