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ORCIDMedical Image Analysis, Volume 72
Volume 72, August 2021
- Peter Langfield, Yingjing Feng
, Laura R. Bear, Josselin Duchateau, Rafael Sebastián, Emma Abell, Rémi Dubois, Louis Labrousse, Julien Rogier, Mélèze Hocini, Michel Haïssaguerre, Edward J. Vigmond:
A novel method to correct repolarization time estimation from unipolar electrograms distorted by standard filtering. 102075 - Lei Du, Jin Zhang, Fang Liu, Huiai Wang, Lei Guo, Junwei Han:
Corrigendum to Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis [Medical Image Analysis 70 (2021) 1-12/102003]. 102081 - Lu Zhang, Li Wang, Jean Gao, Shannon L. Risacher, Jingwen Yan, Gang Li, Tianming Liu, Dajiang Zhu:
Deep Fusion of Brain Structure-Function in Mild Cognitive Impairment. 102082 - Sebastian Gündel, Arnaud A. A. Setio, Florin C. Ghesu, Sasa Grbic, Bogdan Georgescu, Andreas K. Maier, Dorin Comaniciu:
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment. 102087 - You Hao, Jayaram K. Udupa, Yubing Tong, Caiyun Wu, Hua Li, Joseph M. McDonough, Carina Lott, Catherine Qiu, Nirupa Galagedera, Jason B. Anari, Drew A. Torigian, Patrick J. Cahill:
OFx: A method of 4D image construction from free-breathing non-gated MRI slice acquisitions of the thorax via optical flux. 102088 - Jaume Banus, Marco Lorenzi, Oscar Camara, Maxime Sermesant:
Biophysics-based statistical learning: Application to heart and brain interactions. 102089 - Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik:
Brain multigraph prediction using topology-aware adversarial graph neural network. 102090 - Sheng He, Diana Pereira, Juan David Perez, Randy L. Gollub, Shawn N. Murphy, Sanjay Prabhu, Rudolph Pienaar, Richard L. Robertson, Patricia Ellen Grant, Yangming Ou:
Multi-channel attention-fusion neural network for brain age estimation: Accuracy, generality, and interpretation with 16, 705 healthy MRIs across lifespan. 102091 - Wentai Hou, Liansheng Wang, Shuntian Cai, Zhenyu Lin, Rongshan Yu, Jing Qin:
Early neoplasia identification in Barrett's esophagus via attentive hierarchical aggregation and self-distillation. 102092 - Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin:
Track-to-Learn: A general framework for tractography with deep reinforcement learning. 102093 - Qi Lu, Yuxing Li, Chuyang Ye:
Volumetric white matter tract segmentation with nested self-supervised learning using sequential pretext tasks. 102094 - Daeseung Kim, Tianshu Kuang, Yriu L. Rodrigues, Jaime Gateno, Steve Guo-Fang Shen, Xudong Wang, Kirhyn Stein, Hannah H. Deng, Michael A. K. Liebschner, James J. Xia:
A novel incremental simulation of facial changes following orthognathic surgery using FEM with realistic lip sliding effect. 102095 - Cong Fang, Song Bai, Qianlan Chen, Yu Zhou, Liming Xia, Lixin Qin, Shi Gong, Xudong Xie, Chunhua Zhou, Dandan Tu, Changzheng Zhang, Xiaowu Liu, Weiwei Chen, Xiang Bai, Philip H. S. Torr:
Deep learning for predicting COVID-19 malignant progression. 102096 - Shota Harada, Ryoma Bise, Hideaki Hayashi, Kiyohito Tanaka, Seiichi Uchida:
Soft and self constrained clustering for group-based labeling. 102097 - Tianming Du, Honggang Zhang, Yuemeng Li, Stephen Pickup, Mark Rosen, Rong Zhou, Hee Kwon Song, Yong Fan:
Adaptive convolutional neural networks for accelerating magnetic resonance imaging via k-space data interpolation. 102098 - Shiv Gehlot, Anubha Gupta, Ritu Gupta:
A CNN-based unified framework utilizing projection loss in unison with label noise handling for multiple Myeloma cancer diagnosis. 102099 - Ruibin Ma, Rui Wang, Yubo Zhang, Stephen M. Pizer, Sarah K. McGill, Julian G. Rosenman, Jan-Michael Frahm:
RNNSLAM: Reconstructing the 3D colon to visualize missing regions during a colonoscopy. 102100 - Anjali Balagopal, Dan Nguyen, Howard E. Morgan, Yaochung Weng, Michael Dohopolski, Mu-Han Lin, Azar Sadeghnejad-Barkousaraie, Yesenia Gonzalez, Aurelie Garant, Neil Desai, Raquibul Hannan, Steve B. Jiang:
A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy. 102101 - Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang:
MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning. 102102 - Jianyu Lin, Neil T. Clancy, Ji Qi, Yang Hu, Taran Tatla, Danail Stoyanov, Lena Maier-Hein, Daniel S. Elson:
Corrigendum to Dual-modality endoscopic probe for tissue surface shape reconstruction and hyperspectral imaging enabled by deep neural networks [Medical Image Analysis 48 (2018) 162-176/2018.06.004]. 102103 - Sajid Javed, Arif Mahmood, Jorge Dias, Naoufel Werghi, Nasir M. Rajpoot:
Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images. 102104 - Philip Chikontwe, Miguel Luna, Myeongkyun Kang, Kyung Soo Hong, June Hong Ahn, Sang Hyun Park:
Dual attention multiple instance learning with unsupervised complementary loss for COVID-19 screening. 102105 - Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao:
Conditional generation of medical images via disentangled adversarial inference. 102106 - Fumin Guo, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga:
Ultra-short echo-time magnetic resonance imaging lung segmentation with under-Annotations and domain shift. 102107 - Liansheng Wang, Cong Xie, Yi Lin, Hong-Yu Zhou, Kailin Chen, Dalong Cheng, Florian Dubost, Benjamin Collery, Bidur Khanal, Bishesh Khanal, Rong Tao, Shangliang Xu, Upasana Upadhyay Bharadwaj, Zhusi Zhong, Jie Li, Shuxin Wang, Shuo Li:
Evaluation and comparison of accurate automated spinal curvature estimation algorithms with spinal anterior-posterior X-Ray images: The AASCE2019 challenge. 102115 - Xuanang Xu, Chunfeng Lian, Shuai Wang, Tong Zhu, Ronald C. Chen, Andrew Z. Wang, Trevor J. Royce, Pew-Thian Yap, Dinggang Shen, Jun Lian:
Asymmetric multi-task attention network for prostate bed segmentation in computed tomography images. 102116 - Hong-Yu Zhou, Chengdi Wang, Haofeng Li, Gang Wang, Shu Zhang, Weimin Li, Yizhou Yu:
SSMD: Semi-Supervised medical image detection with adaptive consistency and heterogeneous perturbation. 102117 - Gwenolé Quellec, Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Pascale Massin, Béatrice Cochener:
ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis. 102118 - Xin Yang, Yuhao Huang, Ruobing Huang, Haoran Dou, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Chaoyu Chen, Yuanji Zhang, Haixia Wang, Yi Xiong, Dong Ni:
Searching collaborative agents for multi-plane localization in 3D ultrasound. 102119 - Adrián Luque-Luque, Francisco Daniel Pérez-Cano, Juan José Jiménez-Delgado:
Complex fracture reduction by exact identification of the fracture zone. 102120 - Anabia Sohail, Asifullah Khan, Humaira Nisar, Sobia Tabassum, Aneela Zameer:
Mitotic nuclei analysis in breast cancer histopathology images using deep ensemble classifier. 102121 - Yonghui Fan, Gang Wang, Qunxi Dong, Yuxiang Liu, Natasha Leporé, Yalin Wang:
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative. 102123 - Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli:
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. 102124 - Erdi Çalli, Ecem Sogancioglu, Bram van Ginneken, Kicky G. van Leeuwen, Keelin Murphy:
Deep learning for chest X-ray analysis: A survey. 102125 - Jon Haitz Legarreta, Laurent Petit, François Rheault, Guillaume Theaud, Carl Lemaire, Maxime Descoteaux, Pierre-Marc Jodoin:
Filtering in tractography using autoencoders (FINTA). 102126 - Javad Fotouhi, Giacomo Taylor, Mathias Unberath, Alex Johnson, Sing Chun Lee, Greg Osgood, Mehran Armand, Nassir Navab:
Exploring partial intrinsic and extrinsic symmetry in 3D medical imaging. 102127 - Roman Spilger, Ji Young Lee, Vadim O. Chagin, Lothar Schermelleh, M. Cristina Cardoso, Ralf Bartenschlager, Karl Rohr:
Deep probabilistic tracking of particles in fluorescence microscopy images. 102128 - Davood Karimi, Lana Vasung, Camilo Jaimes, Fedel Machado-Rivas, Shadab Khan, Simon K. Warfield, Ali Gholipour:
A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging. 102129 - Adi Szeskin, Roei Yehuda, Or Shmueli, Jaime Levy, Leo Joskowicz:
A column-based deep learning method for the detection and quantification of atrophy associated with AMD in OCT scans. 102130 - Jonghye Woo, Fangxu Xing, Jerry L. Prince, Maureen Stone, Arnold D. Gomez, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speech. 102131 - Finbarr O'Sullivan, Fengyun Gu, Qi Wu, Liam D. O'Suilleabhain:
A Generalized Linear modeling approach to bootstrapping multi-frame PET image data. 102132 - Liangjun Chen, Zhengwang Wu, Dan Hu, Fan Wang, J. Keith Smith, Weili Lin, Li Wang, Dinggang Shen, Gang Li:
ABCnet: Adversarial bias correction network for infant brain MR images. 102133 - Jinping Liu, Hui Liu, Subo Gong, Zhaohui Tang, Yongfang Xie, Huazhan Yin, Jean Paul Niyoyita:
Automated cardiac segmentation of cross-modal medical images using unsupervised multi-domain adaptation and spatial neural attention structure. 102135 - Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince:
Autoencoder based self-supervised test-time adaptation for medical image analysis. 102136 - Ruobing Huang, Zehui Lin, Haoran Dou, Jian Wang, Juzheng Miao, Guangquan Zhou, Xiaohong Jia, Wenwen Xu, Zihan Mei, Yijie Dong, Xin Yang, Jianqiao Zhou, Dong Ni:
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound. 102137 - Alessa Hering, Stephanie Häger, Jan Hendrik Moltz, Nikolas Lessmann, Stefan Heldmann, Bram van Ginneken:
CNN-based lung CT registration with multiple anatomical constraints. 102139 - Wei Shao, Yue Pan, Oguz C. Durumeric, Joseph M. Reinhardt, John E. Bayouth, Mirabela Rusu, Gary E. Christensen:
Geodesic density regression for correcting 4DCT pulmonary respiratory motion artifacts. 102140 - Yibao Sun, Xingru Huang, Huiyu Zhou, Qianni Zhang:
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images. 102142 - Maximilian Pietsch, Alison Ho, Alessia Bardanzellu, Aya Mutaz Ahmad Zeidan, Lucy C. Chappell, Joseph V. Hajnal, Mary A. Rutherford, Jana Hutter:
APPLAUSE: Automatic Prediction of PLAcental health via U-net Segmentation and statistical Evaluation. 102145
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