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Medical Image Analysis, Volume 83
Volume 83, January 2023
- Tianfei Zhou
, Liulei Li, Gustav Bredell, Jianwu Li, Jan Unkelbach, Ender Konukoglu:
Volumetric memory network for interactive medical image segmentation. 102599 - Hanxiao Zhang, Liang Chen, Xiao Gu, Minghui Zhang
Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT. 102627 - Reuben Dorent
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. 102628 - Maria Chiara Fiorentino
A review on deep-learning algorithms for fetal ultrasound-image analysis. 102629 - Oren Solomon
Motion robust magnetic resonance imaging via efficient Fourier aggregation. 102638 - Veronika A. Zimmer
Placenta segmentation in ultrasound imaging: Addressing sources of uncertainty and limited field-of-view. 102639 - Andrew D. Moyes
Multi-channel auto-encoders for learning domain invariant representations enabling superior classification of histopathology images. 102640 - Xiaofeng Liu
Memory consistent unsupervised off-the-shelf model adaptation for source-relaxed medical image segmentation. 102641 - Lei Ma
Bidirectional prediction of facial and bony shapes for orthognathic surgical planning. 102644 - Xiyue Wang
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval. 102645 - Alexey Zakharov, Maxim Pisov, Alim Bukharaev, Alexey Petraikin, Sergey Morozov, Victor Gombolevskiy, Mikhail Belyaev:
Interpretable vertebral fracture quantification via anchor-free landmarks localization. 102646 - Raluca Jalaboi
DermX: An end-to-end framework for explainable automated dermatological diagnosis. 102647 - Oytun Demirbilek, Islem Rekik
Predicting the evolution trajectory of population-driven connectional brain templates using recurrent multigraph neural networks. 102649 - Yikun Zhang
TIME-Net: Transformer-Integrated Multi-Encoder Network for limited-angle artifact removal in dual-energy CBCT. 102650 - Jaeyoung Huh
Tunable image quality control of 3-D ultrasound using switchable CycleGAN. 102651 - Zeyu Gao
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. 102652 - Fabian Laumer
Weakly supervised inference of personalized heart meshes based on echocardiography videos. 102653 - Haomiao Ni, Yuan Xue
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment. 102654 - Jasper Linmans
Predictive uncertainty estimation for out-of-distribution detection in digital pathology. 102655 - Shuo Zhang
Multi-modal contrastive mutual learning and pseudo-label re-learning for semi-supervised medical image segmentation. 102656 - Yangqin Feng, Zizhou Wang, Xinxing Xu
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. 102664 - Shu Zhang
An explainable deep learning framework for characterizing and interpreting human brain states. 102665 - Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz:
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation. 102670 - Hualin Wang, Yuhong Zhou, Jiong Zhang, Jianqin Lei, Dongke Sun, Feng Xu, Xiayu Xu:
Erratum to ' Anomaly Segmentation in Retinal Images with Possion-Blending Data Augmentation' [Medical Image Analysis 81 (2022) 102534]. 102671 - Ivan Ezhov
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling. 102672 - Xi Wang
Deep semi-supervised multiple instance learning with self-correction for DME classification from OCT images. 102673 - Haoteng Tang
Signed graph representation learning for functional-to-structural brain network mapping. 102674 - Adi Szeskin
Liver lesion changes analysis in longitudinal CECT scans by simultaneous deep learning voxel classification with SimU-Net. 102675 - Soumen Basu
RadFormer: Transformers with global-local attention for interpretable and accurate Gallbladder Cancer detection. 102676 - Anubha Gupta
SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images. 102677 - Arezoo Zakeri
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. 102678 - Jiashuang Huang, Mingliang Wang, Hengrong Ju
SD-CNN: A static-dynamic convolutional neural network for functional brain networks. 102679 - Zhiyuan Zhu, Taicheng Huang, Zonglei Zhen, Boyu Wang, Xia Wu, Shuo Li
From sMRI to task-fMRI: A unified geometric deep learning framework for cross-modal brain anatomo-functional mapping. 102681 - Chen Qin
Generative myocardial motion tracking via latent space exploration with biomechanics-informed prior. 102682 - Long Xie
Deep label fusion: A generalizable hybrid multi-atlas and deep convolutional neural network for medical image segmentation. 102683 - Simon Graham
One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification. 102685 - Junxia Wang
Information bottleneck-based interpretable multitask network for breast cancer classification and segmentation. 102687 - Eduardo Castro
Symmetry-based regularization in deep breast cancer screening. 102690 - Liming Zhong, Zeli Chen
QACL: Quartet attention aware closed-loop learning for abdominal MR-to-CT synthesis via simultaneous registration. 102692 - Marleen de Bruijne, Philippe C. Cattin
Editorial for the MEDIA MICCAI special issue 2021. 102695
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