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Medical Image Analysis, Volume 80
Volume 80, August 2022
- Ghada Zamzmi
, Sivaramakrishnan Rajaraman, Li-Yueh Hsu
Real-time echocardiography image analysis and quantification of cardiac indices. 102438 - Danielle F. Pace
Learned iterative segmentation of highly variable anatomy from limited data: Applications to whole heart segmentation for congenital heart disease. 102469 - Ruobing Huang, Mingrong Lin, Haoran Dou
Boundary-rendering network for breast lesion segmentation in ultrasound images. 102478 - Hyungjin Chung, Jong Chul Ye:
Score-based diffusion models for accelerated MRI. 102479 - Chu Han
Meta multi-task nuclei segmentation with fewer training samples. 102481 - Philip Chikontwe
Weakly supervised segmentation on neural compressed histopathology with self-equivariant regularization. 102482 - Fernando Otaviano Campos
An automated near-real time computational method for induction and treatment of scar-related ventricular tachycardias. 102483 - Alena Uus, Irina Grigorescu
Automated 3D reconstruction of the fetal thorax in the standard atlas space from motion-corrupted MRI stacks for 21-36 weeks GA range. 102484 - Qian Da
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. 102485 - Wenqi Lu
SlideGraph+: Whole slide image level graphs to predict HER2 status in breast cancer. 102486 - Chu Han
Multi-layer pseudo-supervision for histopathology tissue semantic segmentation using patch-level classification labels. 102487 - Silvia Seidlitz
Robust deep learning-based semantic organ segmentation in hyperspectral images. 102488 - Ruobing Huang, Qilong Ying, Zehui Lin, Zijie Zheng, Long Tan, Guoxue Tang, Qi Zhang, Man Luo, Xiuwen Yi, Pan Liu, Weiwei Pan, Jiayi Wu, Baoming Luo, Dong Ni
Extracting keyframes of breast ultrasound video using deep reinforcement learning. 102490 - Mehdi Astaraki
Prior-aware autoencoders for lung pathology segmentation. 102491 - Yan Xia, Xiang Chen
Automatic 3D+t four-chamber CMR quantification of the UK biobank: integrating imaging and non-imaging data priors at scale. 102498 - Xiaoqing Zhang
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images. 102499 - Luca Ciampi
Learning to count biological structures with raters' uncertainty. 102500 - Xiaoyu Chen, Hong-Yu Zhou
MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images. 102506 - Yu Zhang
Deep learning models of cognitive processes constrained by human brain connectomes. 102507 - Jiayu Huo
Automatic Grading Assessments for Knee MRI Cartilage Defects via Self-ensembling Semi-supervised Learning with Dual-Consistency. 102508 - Maarten L. Terpstra
⊥-loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning. 102509 - Shuxin Yang
Knowledge matters: Chest radiology report generation with general and specific knowledge. 102510 - Yi Ding, Qiqi Yang
MallesNet: A multi-object assistance based network for brachial plexus segmentation in ultrasound images. 102511 - Tim Ottens
Deep learning DCE-MRI parameter estimation: Application in pancreatic cancer. 102512 - Ahmed H. Aly, Pulkit Khandelwal, Abdullah H. Aly, Takayuki Kawashima
Fully Automated 3D Segmentation and Diffeomorphic Medial Modeling of the Left Ventricle Mitral Valve Complex in Ischemic Mitral Regurgitation. 102513 - Sureerat Reaungamornrat
Multimodal image synthesis based on disentanglement representations of anatomical and modality specific features, learned using uncooperative relativistic GAN. 102514 - Feng Gao
Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images. 102515 - Xiao Liu
Learning disentangled representations in the imaging domain. 102516 - Xiangde Luo
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency. 102517 - Jiadong Yan, Yuzhong Chen
Modeling spatio-temporal patterns of holistic functional brain networks via multi-head guided attention graph neural networks (Multi-Head GAGNNs). 102518 - Jianan Cui, Kuang Gong, Ning Guo, Kyung Sang Kim, Huafeng Liu, Quanzheng Li:
Unsupervised PET logan parametric image estimation using conditional deep image prior. 102519 - Ranran Zhang, Yankun Cao, Yujun Li, Zhi Liu, Jianye Wang
MVFStain: Multiple virtual functional stain histopathology images generation based on specific domain mapping. 102520 - Junjian Li
DARC: Deep adaptive regularized clustering for histopathological image classification. 102521 - Tongan Cai, Haomiao Ni, Mingli Yu
DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning. 102522 - Xueqi Guo
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network. 102524 - Vinkle Srivastav
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room. 102525 - Julio Silva-Rodríguez, Valery Naranjo
Constrained unsupervised anomaly segmentation. 102526
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