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Medical Image Analysis, Volume 84
Volume 84, February 2023
- Patrick Bilic, Patrick Ferdinand Christ, Hongwei Li
, Eugene Vorontsov
The Liver Tumor Segmentation Benchmark (LiTS). 102680 - Weina Jin
Guidelines and evaluation of clinical explainable AI in medical image analysis. 102684 - Hongrong Wei, Junqiang Ma
Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequences. 102686 - Yasmina Al Khalil
On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images. 102688 - Yanna Cruz Cavalcanti
Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images. 102689 - Hao Jiang
Deep learning for computational cytology: A survey. 102691 - Yongwei Wang
SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images. 102693 - Junyi Qiu, Lei Li
MyoPS-Net: Myocardial pathology segmentation with flexible combination of multi-sequence CMR images. 102694 - Samuel Gerber
Optimal transport features for morphometric population analysis. 102696 - Nan Mu
An attention residual u-net with differential preprocessing and geometric postprocessing: Learning how to segment vasculature including intracranial aneurysms. 102697 - Zhi Chen
Orthogonal latent space learning with feature weighting and graph learning for multimodal Alzheimer's disease diagnosis. 102698 - Marc Aubreville
Mitosis domain generalization in histopathology images - The MIDOG challenge. 102699 - Francesco Cognolato
NeXtQSM - A complete deep learning pipeline for data-consistent Quantitative Susceptibility Mapping trained with hybrid data. 102700 - Zhijun Wang
Parallel non-Cartesian spatial-temporal dictionary learning neural networks (stDLNN) for accelerating 4D-MRI. 102701 - Yufei Zhou
Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer. 102702 - Xiyue Wang
A generalizable and robust deep learning algorithm for mitosis detection in multicenter breast histopathological images. 102703 - Richard Osuala
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. 102704 - Wenhua Zhang
Merging nucleus datasets by correlation-based cross-training. 102705 - Pooya Ashtari
Factorizer: A scalable interpretable approach to context modeling for medical image segmentation. 102706 - Yuqi Fang
Unsupervised cross-domain functional MRI adaptation for automated major depressive disorder identification. 102707 - Zhenrong Shen
Image synthesis with disentangled attributes for chest X-ray nodule augmentation and detection. 102708 - Liang Li
Robust endoscopic image mosaicking via fusion of multimodal estimation. 102709 - Shawn S. Ahn
Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography. 102711 - Sumedha Singla
Explaining the black-box smoothly - A counterfactual approach. 102721 - Yanda Meng
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning. 102722 - Guilherme Pombo
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models. 102723 - Jiahang Su
Deep reinforcement learning for cerebral anterior vessel tree extraction from 3D CTA images. 102724 - Hai Xie, Yaling Liu, Haijun Lei, Tiancheng Song, Guanghui Yue
Adversarial learning-based multi-level dense-transmission knowledge distillation for AP-ROP detection. 102725 - Sheng He
Segmentation ability map: Interpret deep features for medical image segmentation. 102726 - Guotai Wang
Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. 102727 - Antonio Tristán-Vega
HYDI-DSI revisited: Constrained non-parametric EAP imaging without q-space re-gridding. 102728
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