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ORCIDMedical Image Analysis, Volume 76
Volume 76, February 2022
- Bowen Xin, Jing Huang, Lin Zhang, Chaojie Zheng, Yun Zhou, Jie Lu, Xiuying Wang
:
Dynamic topology analysis for spatial patterns of multifocal lesions on MRI. 102267 - Anupama Goparaju, Krithika Iyer, Alexandre Bône, Nan Hu, Heath B. Henninger, Andrew E. Anderson, Stanley Durrleman, Matthijs Jacxsens, Alan Morris, Ibolya Csecs, Nassir Marrouche, Shireen Y. Elhabian:
Benchmarking off-the-shelf statistical shape modeling tools in clinical applications. 102271 - Mansu Kim, Eun Jeong Min, Kefei Liu, Jingwen Yan, Andrew J. Saykin, Jason H. Moore, Qi Long, Li Shen:
Multi-task learning based structured sparse canonical correlation analysis for brain imaging genetics. 102297 - Ming Y. Lu, Richard J. Chen, Dehan Kong, Jana Lipková, Rajendra Singh, Drew F. K. Williamson, Tiffany Y. Chen, Faisal Mahmood:
Federated learning for computational pathology on gigapixel whole slide images. 102298 - P. J. Eddie Edwards, Dimitris Psychogyios, Stefanie Speidel, Lena Maier-Hein, Danail Stoyanov:
SERV-CT: A disparity dataset from cone-beam CT for validation of endoscopic 3D reconstruction. 102302 - Lei Li, Veronika A. Zimmer, Julia A. Schnabel, Xiahai Zhuang:
AtrialJSQnet: A New framework for joint segmentation and quantification of left atrium and scars incorporating spatial and shape information. 102303 - Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel:
Surgical data science - from concepts toward clinical translation. 102306 - Peng Tang, Xintong Yan, Yang Nan, Shao Xiang, Sebastian Krammer, Tobias Lasser:
FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification. 102307 - Yushan Zheng, Zhiguo Jiang, Jun Shi, Fengying Xie, Haopeng Zhang, Wei Luo, Dingyi Hu, Shujiao Sun, Zhongmin Jiang, Chenghai Xue:
Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval. 102308 - Rongguang Wang, Pratik Chaudhari, Christos Davatzikos:
Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. 102309 - Zhen-Liang Ni, Xiao-Hu Zhou, Guan'an Wang, Wen-Qian Yue, Zhen Li, Gui-Bin Bian, Zeng-Guang Hou:
SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation. 102310 - Shuai Chen, Zahra Sedghi Gamechi, Florian Dubost, Gijs van Tulder, Marleen de Bruijne:
An end-to-end approach to segmentation in medical images with CNN and posterior-CRF. 102311 - Reda Abdellah Kamraoui, Vinh-Thong Ta, Thomas Tourdias, Boris Mansencal, José V. Manjón, Pierrick Coupé:
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation. 102312 - Junlong Cheng, Shengwei Tian, Long Yu, Chengrui Gao, Xiaojing Kang, Xiang Ma, Weidong Wu, Shijia Liu, Hongchun Lu:
ResGANet: Residual group attention network for medical image classification and segmentation. 102313 - Hendrik Burwinkel, Holger Matz, Stefan Saur, Christoph Hauger, Michael Trost, Nino Hirnschall, Oliver Findl, Nassir Navab, Seyed-Ahmad Ahmadi:
Physics-aware learning and domain-specific loss design in ophthalmology. 102314 - Yongshuai Li, Yuan Liu, Lijie Huang, Zhili Wang, Jianwen Luo:
Deep weakly-supervised breast tumor segmentation in ultrasound images with explicit anatomical constraints. 102315 - Mohammad Khatami, Regina Wehler, Thomas Schultz:
Parcellation-Free prediction of task fMRI activations from dMRI tractography. 102317 - Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Rishikesh Magar, Mrunal Prashant Vaze, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti:
W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data. 102326 - Huisi Wu, Shihuai Chen, Guilian Chen, Wei Wang, Baiying Lei, Zhenkun Wen:
FAT-Net: Feature adaptive transformers for automated skin lesion segmentation. 102327 - Runze Wang, Guoyan Zheng:
CyCMIS: Cycle-consistent Cross-domain Medical Image Segmentation via diverse image augmentation. 102328 - Lei Bi, Michael J. Fulham, Jinman Kim:
Hyper-fusion network for semi-automatic segmentation of skin lesions. 102334
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