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Medical Image Analysis, Volume 74
Volume 74, December 2021
- Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert:
Realistic image normalization for multi-Domain segmentation. 102191 - David Nolte
, Jesús Urbina, Julio Sotelo, Leo Sok, Cristian Montalba, Israel Valverde, Axel Osses
Validation of 4D Flow based relative pressure maps in aortic flows. 102195 - Leyin Li, Zhaoyu Hu, Yunqian Huang, Wenqian Zhu, Yuanyuan Wang, Man Chen
Automatic multi-plaque tracking and segmentation in ultrasonic videos. 102201 - Naresh Nandakumar, Komal Manzoor, Shruti Agarwal, Jay J. Pillai
Automated eloquent cortex localization in brain tumor patients using multi-task graph neural networks. 102203 - Jiannan Liu, Bo Dong, Shuai Wang, Hui Cui, Deng-Ping Fan
COVID-19 lung infection segmentation with a novel two-stage cross-domain transfer learning framework. 102205 - Jiaqi Chen, Pengfei Zhang, Huafeng Liu, Lei Xu, Heye Zhang:
Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion. 102207 - Xiaoran Chen, Nick Pawlowski, Ben Glocker, Ender Konukoglu:
Normative ascent with local gaussians for unsupervised lesion detection. 102208 - Jawook Gu
CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement. 102209 - Claudia Nagel, Steffen Schuler
A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations. 102210 - Ezequiel de la Rosa, Diana Maria Sima, Bjoern H. Menze
AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning. 102211 - Behzad Babaei, Daniel Fovargue, Robert A. Lloyd
Magnetic Resonance Elastography Reconstruction for Anisotropic Tissues. 102212 - Joris Fournel
Medical image segmentation automatic quality control: A multi-dimensional approach. 102213 - Luyan Liu, Zhengdong Zhang, Shuai Li, Kai Ma, Yefeng Zheng:
S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation. 102214 - Vaanathi Sundaresan
Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images. 102215 - Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. 102216 - Zhenwei Zhang, Shitong Mao
Automatic annotation of cervical vertebrae in videofluoroscopy images via deep learning. 102218 - Emanoel R. Sabidussi, Stefan Klein
Recurrent inference machines as inverse problem solvers for MR relaxometry. 102220 - Songyuan Tang, Xu Yang, Peer Shafeeq Shajudeen, Candice Sears, Francesca Taraballi, Bradley Weiner, Ennio Tasciotti, Devon Dollahon
A CNN-based method to reconstruct 3-D spine surfaces from US images in vivo. 102221 - Fanwei Kong, Nathan M. Wilson, Shawn C. Shadden:
A deep-learning approach for direct whole-heart mesh reconstruction. 102222 - Michael Loecher, Luigi E. Perotti, Daniel B. Ennis
Using synthetic data generation to train a cardiac motion tag tracking neural network. 102223 - Yanyi Zhang, Ivan Marsic, Randall S. Burd:
Real-time medical phase recognition using long-term video understanding and progress gate method. 102224 - Beatriz Garcia Santa Cruz, Matías Nicolás Bossa
Public Covid-19 X-ray datasets and their impact on model bias - A systematic review of a significant problem. 102225 - Yuya Onishi
Anatomical-guided attention enhances unsupervised PET image denoising performance. 102226 - Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, Masamichi Takahashi
Decomposing normal and abnormal features of medical images for content-based image retrieval of glioma imaging. 102227 - Xiang Chen
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds. 102228 - Wei Xuan Chan, Yu Zheng, Hadi Wiputra, Hwa Liang Leo, Choon Hwai Yap:
Full cardiac cycle asynchronous temporal compounding of 3D echocardiography images. 102229 - Zachary M. C. Baum
Real-time multimodal image registration with partial intraoperative point-set data. 102231 - Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang
BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis. 102233 - Zixu Zhao, Yueming Jin, Junming Chen, Bo Lu, Chi-Fai Ng, Yun-Hui Liu, Qi Dou, Pheng-Ann Heng:
Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos. 102240 - Farah Deeba
A multiparametric volumetric quantitative ultrasound imaging technique for soft tissue characterization. 102245 - Steffen Schuler
Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart - with MATLAB implementation. 102247 - Baiying Lei, Nina Cheng, Alejandro F. Frangi
Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis. 102248 - Liset Vázquez Romaguera, Tal Mezheritsky, Rihab Mansour, Jean-François Carrier, Samuel Kadoury:
Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy. 102250 - Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau:
NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation. 102253 - Maximilian Pietsch, Daan Christiaens
dStripe: Slice artefact correction in diffusion MRI via constrained neural network. 102255
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