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Medical Image Analysis, Volume 99
Volume 99, 2025
- Selena Wang, Yiting Wang
, Frederick H. Xu
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling. 103309 - Francesco Manigrasso
Mammography classification with multi-view deep learning techniques: Investigating graph and transformer-based architectures. 103320 - Nariman Khaledian, Pierre-Frédéric Villard, Peter E. Hammer
Image-based simulation of mitral valve dynamic closure including anisotropy. 103323 - Lu Zhang
Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer. 103328 - Shengzhou Zhong
Cross-view discrepancy-dependency network for volumetric medical image segmentation. 103329 - Szymon Plotka
Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome. 103330 - Hao Zhang, Qi Wang, Jun Shi
Deep unfolding network with spatial alignment for multi-modal MRI reconstruction. 103331 - Xixi Jiang
Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation. 103333 - Jiahao Huang
Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba. 103334 - Ching-Wei Wang
ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images. 103342 - Debesh Jha
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges. 103307 - Kaiyan Li
O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision. 103319 - Jiangchang Xu, Yining Wei, Shuanglin Jiang, Huifang Zhou, Yinwei Li, Xiaojun Chen:
Intelligent surgical planning for automatic reconstruction of orbital blowout fracture using a prior adversarial generative network. 103332 - Jonathan Ganz
Re-identification from histopathology images. 103335 - Wonkyeong Lee, Fabian Wagner, Adrian Galdran, Yongyi Shi, Wenjun Xia, Ge Wang, Xuanqin Mou, Md. Atik Ahamed, Abdullah Al Zubaer Imran, Ji Eun Oh, Kyungsang Kim, Jong Tak Baek, Dongheon Lee, Boohwi Hong, Philip Tempelman, Donghang Lyu, Adrian Kuiper, Lars van Blokland, Maria Baldeon Calisto, Scott S. Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam Wang, Garry Evan Gold, Jang-Hwan Choi
Low-dose computed tomography perceptual image quality assessment. 103343 - Muhammad Jehanzaib, Yasin Almalioglu
A robust image segmentation and synthesis pipeline for histopathology. 103344 - Yunke Ao
SafeRPlan: Safe deep reinforcement learning for intraoperative planning of pedicle screw placement. 103345 - Xiuquan Du, Xuebin Xu, Jiajia Chen
UM-Net: Rethinking ICGNet for polyp segmentation with uncertainty modeling. 103347 - Carolus H. J. Kusters
Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization. 103348 - Haozhong Sun
Fourier Convolution Block with global receptive field for MRI reconstruction. 103349 - Xinrui Huang, Dongming He, Zhenming Li
Maxillofacial bone movements-aware dual graph convolution approach for postoperative facial appearance prediction. 103350 - Hengjie Liu
MUsculo-Skeleton-Aware (MUSA) deep learning for anatomically guided head-and-neck CT deformable registration. 103351 - Kelly Payette
Fetal body organ T2* relaxometry at low field strength (FOREST). 103352 - Jieyun Bai
PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images. 103353 - Lijun An
DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences. 103354 - Shuai Chen
Label refinement network from synthetic error augmentation for medical image segmentation. 103355 - Negar Golestani
PViT-AIR: Puzzling vision transformer-based affine image registration for multi histopathology and faxitron images of breast tissue. 103356 - Siyuan Dong, Zhuotong Cai
A Flow-based Truncated Denoising Diffusion Model for super-resolution Magnetic Resonance Spectroscopic Imaging. 103358 - Wenxuan Chen
Multi-contrast image super-resolution with deformable attention and neighborhood-based feature aggregation (DANCE): Applications in anatomic and metabolic MRI. 103359 - João D. Nunes
A survey on cell nuclei instance segmentation and classification: Leveraging context and attention. 103360 - Youjian Zhang, Li Li, Jie Wang, Xinquan Yang, Haotian Zhou, Jiahui He, Yaoqin Xie, Yuming Jiang, Wei Sun, Xinyuan Zhang, Guanqun Zhou, Zhicheng Zhang:
Texture-preserving diffusion model for CBCT-to-CT synthesis. 103362 - Samiksha Pachade
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge. 103365 - Mohamed El Amine Elforaici, Emmanuel Montagnon
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. 103346 - Julio Silva-Rodríguez, Hadi Chakor, Riadh Kobbi, Jose Dolz
A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision. 103357 - Yuliang Gu, Zhichao Sun, Tian Chen, Xin Xiao, Yepeng Liu, Yongchao Xu
Dual structure-aware image filterings for semi-supervised medical image segmentation. 103364 - Yang Liu
LoViT: Long Video Transformer for surgical phase recognition. 103366 - Kangxian Xie
Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields. 103367 - Xianhua Zeng, Jianhua Gong, Weisheng Li
Knowledge-driven multi-graph convolutional network for brain network analysis and potential biomarker discovery. 103368 - Mojtaba Lashgari
SpinDoctor-IVIM: A virtual imaging framework for intravoxel incoherent motion MRI. 103369 - Wenhui Lei
MedLSAM: Localize and segment anything model for 3D CT images. 103370 - Sharib Ali
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge. 103371 - Ching-Wei Wang
Ensemble transformer-based multiple instance learning to predict pathological subtypes and tumor mutational burden from histopathological whole slide images of endometrial and colorectal cancer. 103372 - Fan Wang
TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs. 103373 - Chen Zhao, Michele Esposito, Zhihui Xu, Weihua Zhou
HAGMN-UQ: Hyper association graph matching network with uncertainty quantification for coronary artery semantic labeling. 103374 - Tomás Banduc
Simulation-free prediction of atrial fibrillation inducibility with the fibrotic kernel signature. 103375 - Lanzhuju Mei
Clinical knowledge-guided hybrid classification network for automatic periodontal disease diagnosis in X-ray image. 103376 - Wangyu Lang, Zhi Liu
DACG: Dual Attention and Context Guidance model for radiology report generation. 103377 - Qixiang Ma
Beyond strong labels: Weakly-supervised learning based on Gaussian pseudo labels for the segmentation of ellipse-like vascular structures in non-contrast CTs. 103378 - Pedro Esteban Chavarrias-Solano
Multi-task learning with cross-task consistency for improved depth estimation in colonoscopy. 103379 - Yixiao Mao
Semantics and instance interactive learning for labeling and segmentation of vertebrae in CT images. 103380 - Kimberly Amador
A cross-attention-based deep learning approach for predicting functional stroke outcomes using 4D CTP imaging and clinical metadata. 103381 - Zheyuan Zhang
Large-scale multi-center CT and MRI segmentation of pancreas with deep learning. 103382 - Ricardo Bigolin Lanfredi
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: A data-driven approach for improved classification. 103383 - Qiyuan Wang, Shang Zhao
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation. 103387 - Vincent Roca
IGUANe: A 3D generalizable CycleGAN for multicenter harmonization of brain MR images. 103388
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