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Medical Image Analysis, Volume 87
Volume 87, July 2023
- Krishna Chaitanya
, Ertunc Erdil, Neerav Karani
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation. 102792 - Nikrouz Bahadormanesh, Benjamin Tomka, Mason Kadem
An ultrasound-exclusive non-invasive computational diagnostic framework for personalized cardiology of aortic valve stenosis. 102795 - Ankush Aggarwal
Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration. 102804 - Yiyue Li
Self-supervised anomaly detection, staging and segmentation for retinal images. 102805 - Ranjeet Ranjan Jha
TrGANet: Transforming 3T to 7T dMRI using Trapezoidal Rule and Graph based Attention Modules. 102806 - Hongxiang Lin
Low-field magnetic resonance image enhancement via stochastic image quality transfer. 102807 - Lei Li
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images. 102808 - Maximilian Springenberg
From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology. 102809 - Mingyuan Luo
RecON: Online learning for sensorless freehand 3D ultrasound reconstruction. 102810 - Huan Liu
Learning pyramidal multi-scale harmonic wavelets for identifying the neuropathology propagation patterns of Alzheimer's disease. 102812 - Mustafa Umit Oner
Distribution based MIL pooling filters: Experiments on a lymph node metastases dataset. 102813 - Yan Xia
Virtual high-resolution MR angiography from non-angiographic multi-contrast MRIs: synthetic vascular model populations for in-silico trials. 102814 - Tatiana Fountoukidou
A reinforcement learning approach for VQA validation: An application to diabetic macular edema grading. 102822 - Rui Yan
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning. 102824 - Gijs van Tulder
Unpaired, unsupervised domain adaptation assumes your domains are already similar. 102825 - Balamurali Murugesan
Calibrating segmentation networks with margin-based label smoothing. 102826 - Marco Sensale
Prediction of the 3D shape of the L1 vertebral body from adjacent vertebrae. 102827 - Junqi Wang
Dynamic weighted hypergraph convolutional network for brain functional connectome analysis. 102828 - Zhenghan Fang
DeepSTI: Towards tensor reconstruction using fewer orientations in susceptibility tensor imaging. 102829 - Steffen Czolbe
Semantic similarity metrics for image registration. 102830 - Kai-Ni Wang
DLGNet: A dual-branch lesion-aware network with the supervised Gaussian Mixture model for colon lesions classification in colonoscopy images. 102832 - Yong Feng
Learning what and where to segment: A new perspective on medical image few-shot segmentation. 102834 - Shuangjun Liu, Sarah Ostadabbas
Pressure eye: In-bed contact pressure estimation via contact-less imaging. 102835 - Nicholas Konz
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion. 102836 - Hongjian Gao, Mengyao Lyu, Xinyue Zhao, Fan Yang, Xiangzhi Bai:
Contour-aware network with class-wise convolutions for 3D abdominal multi-organ segmentation. 102838
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