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Medical Image Analysis, Volume 73
Volume 73, October 2021
- Xin Yang, Haoming Li, Yi Wang, Xiaowen Liang, Chaoyu Chen, Xu Zhou, Fengyi Zeng, Jinghui Fang, Alejandro Frangi
, Zhiyi Chen, Dong Ni:
Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound. 102134 - Omid Haji Maghsoudi, Aimilia Gastounioti, Christopher G. Scott, Lauren Pantalone, Fang-Fang Wu, Eric A. Cohen, Stacey J. Winham, Emily F. Conant, Celine M. Vachon, Despina Kontos:
Deep-LIBRA: An artificial-intelligence method for robust quantification of breast density with independent validation in breast cancer risk assessment. 102138 - Gerda Bortsova
Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. 102141 - Julià Camps
Inference of ventricular activation properties from non-invasive electrocardiography. 102143 - Georg Ralph Spinner
Bayesian inference using hierarchical and spatial priors for intravoxel incoherent motion MR imaging in the brain: Analysis of cancer and acute stroke. 102144 - Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers:
Self-paced and self-consistent co-training for semi-supervised image segmentation. 102146 - Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep adversarial domain adaptation for breast cancer screening from mammograms. 102147 - Balagopal Unnikrishnan, Cuong Manh Nguyen
Semi-supervised classification of radiology images with NoTeacher: A teacher that is not mean. 102148 - Yaël Balbastre
Model-based multi-parameter mapping. 102149 - Jiawen Yao
DeepPrognosis: Preoperative prediction of pancreatic cancer survival and surgical margin via comprehensive understanding of dynamic contrast-enhanced CT imaging and tumor-vascular contact parsing. 102150 - Anant Madabhushi, Constantino Carlos Reyes-Aldasoro
Special issue on computational pathology: An overview. 102151 - Changfa Shi, Min Xian, Xiancheng Zhou, Haotian Wang, Heng-Da Cheng:
Multi-slice low-rank tensor decomposition based multi-atlas segmentation: Application to automatic pathological liver CT segmentation. 102152 - Pritesh Mehta, Michela Antonelli, Hashim Uddin Ahmed, Mark Emberton, Shonit Punwani
Computer-aided diagnosis of prostate cancer using multiparametric MRI and clinical features: A patient-level classification framework. 102153 - Jianfeng Zhao, Dengwang Li, Xiaojiao Xiao, Fabio Accorsi, Harry Marshall, Tyler Cossetto, Dongkeun Kim, Daniel McCarthy, Cameron Dawson, Stefan Knezevic, Bo Chen, Shuo Li:
United adversarial learning for liver tumor segmentation and detection of multi-modality non-contrast MRI. 102154 - Anindo Saha
End-to-end prostate cancer detection in bpMRI via 3D CNNs: Effects of attention mechanisms, clinical priori and decoupled false positive reduction. 102155 - Xiaokun Liang
Incorporating the hybrid deformable model for improving the performance of abdominal CT segmentation via multi-scale feature fusion network. 102156 - Riddhish Bhalodia, Shireen Y. Elhabian, Ladislav Kavan, Ross T. Whitaker:
Leveraging unsupervised image registration for discovery of landmark shape descriptor. 102157 - Xueying Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng:
Semi-supervised learning with progressive unlabeled data excavation for label-efficient surgical workflow recognition. 102158 - Tomoki Uemura, Janne J. Näppi
Weakly unsupervised conditional generative adversarial network for image-based prognostic prediction for COVID-19 patients based on chest CT. 102159 - Zhenyuan Ning, Chao Tu, Xiaohui Di, Qianjin Feng, Yu Zhang:
Deep cross-view co-regularized representation learning for glioma subtype identification. 102160 - Robert Poel, Elias Rüfenacht, Evelyn Hermann, Stefan Scheib, Peter Manser
The predictive value of segmentation metrics on dosimetry in organs at risk of the brain. 102161 - Defu Yang, Xiaofeng Zhu
Joint hub identification for brain networks by multivariate graph inference. 102162 - Yifan Zhu
Widespread plasticity of cognition-related brain networks in single-sided deafness revealed by randomized window-based dynamic functional connectivity. 102163 - Artur Banach, Franklin King, Fumitaro Masaki, Hisashi Tsukada, Nobuhiko Hata:
Visually Navigated Bronchoscopy using three cycle-Consistent generative adversarial network for depth estimation. 102164 - Niccolò Marini, Sebastian Otálora, Henning Müller
Semi-supervised training of deep convolutional neural networks with heterogeneous data and few local annotations: An experiment on prostate histopathology image classification. 102165 - Anjany Sekuboyina, Malek El Husseini, Amirhossein Bayat, Maximilian Löffler, Hans Liebl, Hongwei Li
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images. 102166 - Antoine Pirovano, Leandro G. Almeida, Saïd Ladjal, Isabelle Bloch, Sylvain Berlemont:
Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier. 102167 - Christian Ritter, Thomas Wollmann, Ji Young Lee, Andrea Imle, Barbara Müller
Data fusion and smoothing for probabilistic tracking of viral structures in fluorescence microscopy images. 102168 - Tian Xia, Agisilaos Chartsias, Chengjia Wang, Sotirios A. Tsaftaris, Alzheimer's Disease Neuroimaging Initiative:
Learning to synthesise the ageing brain without longitudinal data. 102169 - Saidi Guo
Multi-level semantic adaptation for few-shot segmentation on cardiac image sequences. 102170 - Jianning Li, Gord von Campe, Antonio Pepe, Christina Gsaxner
Automatic skull defect restoration and cranial implant generation for cranioplasty. 102171 - Felix Ambellan, Stefan Zachow, Christoph von Tycowicz:
Rigid motion invariant statistical shape modeling based on discrete fundamental forms: Data from the osteoarthritis initiative and the Alzheimer's disease neuroimaging initiative. 102178 - Mandy Lu, Qingyu Zhao, Kathleen L. Poston
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos. 102179 - Heming Yao, Ryan W. Stidham, Zijun Gao, Jonathan Gryak
Motion-based camera localization system in colonoscopy videos. 102180 - Megumi Nakao, Kotaro Kobayashi, Junko Tokuno, Toyofumi Chen-Yoshikawa, Hiroshi Date, Tetsuya Matsuda:
Deformation analysis of surface and bronchial structures in intraoperative pneumothorax using deformable mesh registration. 102181 - Kazuya Nishimura, Chenyang Wang, Kazuhide Watanabe, Dai Fei Elmer Ker
Weakly supervised cell instance segmentation under various conditions. 102182 - Jun Zhang, Zhiyuan Hua, Kezhou Yan, Kuan Tian, Jianhua Yao
Joint fully convolutional and graph convolutional networks for weakly-supervised segmentation of pathology images. 102183 - Vaanathi Sundaresan
Triplanar ensemble U-Net model for white matter hyperintensities segmentation on MR images. 102184 - Laurent Lejeune, Raphael Sznitman:
A positive/unlabeled approach for the segmentation of medical sequences using point-wise supervision. 102185 - Chengyue Wu
An in silico validation framework for quantitative DCE-MRI techniques based on a dynamic digital phantom. 102186 - Viswanath P. Sudarshan, Uddeshya Upadhyay, Gary F. Egan, Zhaolin Chen
Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data. 102187 - Raidel Herrera-Pereda, Alberto Taboada-Crispí
A Review On digital image processing techniques for in-Vivo confocal images of the cornea. 102188 - Meiyan Huang, Haoran Lai
Deep-gated recurrent unit and diet network-based genome-wide association analysis for detecting the biomarkers of Alzheimer's disease. 102189 - Wenqi Huang
Deep low-Rank plus sparse network for dynamic MR imaging. 102190 - S. Kevin Zhou, T. Hoang Ngan Le
Deep reinforcement learning in medical imaging: A literature review. 102193 - Xiaoqing Guo
Dynamic-weighting hierarchical segmentation network for medical images. 102196 - Lei Cao
A novel attention-guided convolutional network for the detection of abnormal cervical cells in cervical cancer screening. 102197 - Sewon Kim, Hanbyol Jang, Seokjun Hong, Yeong Sang Hong, Won C. Bae
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization. 102198 - Roman Y. Shopa, Konrad Klimaszewski, P. Kopka, Pawel Kowalski, Wojciech Krzemien, Lech Raczynski, Wojciech Wislicki, Neha Chug, Catalina Curceanu, Eryk Czerwinski, Meysam Dadgar, Kamil Dulski, Aleksander Gajos, Beatrix C. Hiesmayr, Krzysztof Kacprzak, Lukasz Kaplon, Daria Kisielewska, Grzegorz Korcyl, Nikodem Krawczyk, Ewelina Kubicz, Szymon Niedzwiecki, Juhi Raj, Sushil Sharma, Shivani, Ewa L. Stepien, Faranak Tayefi, Pawel Moskal:
Optimisation of the event-based TOF filtered back-projection for online imaging in total-body J-PET. 102199 - Rongzhao Zhang, Albert C. S. Chung:
MedQ: Lossless ultra-low-bit neural network quantization for medical image segmentation. 102200 - Zhicheng Yang, Zhenjie Cao, Yanbo Zhang, Yuxing Tang, Xiaohui Lin, Rushan Ouyang, Mingxiang Wu, Mei Han, Jing Xiao, Lingyun Huang, Shibin Wu, Peng Chang, Jie Ma:
MommiNet-v2: Mammographic multi-view mass identification networks. 102204 - Trinh Thi Le Vuong
Joint categorical and ordinal learning for cancer grading in pathology images. 102206
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