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ORCIDComputerized Medical Imaging and Graphics, Volume 128
Volume 128, 2026
- Xiaodong Zhou, Huibin Wang
:
Research on X-ray coronary artery branches instance segmentation and matching task. 102681 - Wenhua Li, Lifang Wang, Min Zhao, Xingzhang Lü, Linwen Yi:
TGIAlign: Text-guided dual-branch bidirectional framework for cross-modal semantic alignment in medical vision-language. 102694 - Shiyan Li, Shuqin Wang, Gu Xin, Sun Debing:
Semi-supervised medical image classification via feature-level multi-scale consistency and adversarial training. 102695 - Siyuan Tang, Siriguleng Wang, Gang Xiang, Jinliang Zhao, Yuxin Wang:
TA-MedSAM: Text-augmented improved MedSAM for pulmonary lesion segmentation. 102698 - Kaixuan Zhang, Shuqi Dong, Peifeng Shi, Dingcan Hu, Geng Gao, Jinlin Yang, Tao Gan, Nini Rao:
GenoPath-MCA: Multimodal masked cross-attention between genomics and pathology for survival prediction. 102699 - Benedetta Baldini, Giulia Rubiu, Marco Serafin, Marco Bologna, Giuseppe Maurizio Facchi, Giuseppe Baselli, Gianluca Martino Tartaglia:
Automated 3D cephalometry: A lightweight V-net for landmark localization on CBCT. 102700 - Muhammad Hammad Malik, Zishuo Wan, Yingying Ren, Dawei Ding:
A hybrid Transformer-CNN framework for uncertainty-guided semi-supervised multiclass eye disease classification with enhanced interpretability. 102701 - Wietske A. P. Bastiaansen, Melek Rousian, Anton H. J. Koning, Wiro J. Niessen, Bernadette S. De Bakker, Régine P. M. Steegers-Theunissen, Stefan Klein:
The 4D Human Embryonic Brain Atlas: Spatiotemporal atlas generation for rapid anatomical changes. 102702 - Zhuoneng Zhang, Luyi Han, Dengqiang Jia, Tianyu Zhang, Zehui Lin, Ka-Hou Chan, Jiaju Huang, Shaobin Chen, Xiangyu Xiong, Sio Kei Im, Tao Tan, Yue Sun:
SGAFNet: Robust brain tumor segmentation via learnable sequence-guided adaptive fusion in available MRI acquisitions. 102703 - Shyam Sundar Debsarkar, V. B. Surya Prasath:
A multi-expert deep learning framework with LLM-guided arbitration for multimodal histopathology prediction. 102704 - Guido Manni, Clemente Lauretti, Loredana Zollo, Paolo Soda:
SPARSE data, rich results: Few-shot semi-supervised learning via class-conditioned image translation. 102705 - Lixin Zhang, Qian Wang, Zhao Chen, Ying Chen:
Spectral attribute reasoning for interpretable multi-modal pathological segmentation. 102707 - Junan Zhu, Zhizhe Tang, Ping Ma, Zheng Liang, Chuanjian Wang:
AutoPromptSeg: Automated Decoupling of Uncertainty Prompts with SAM for semi-supervised medical image segmentation. 102708 - Chenbin Ma, Haonan Zhang, Lishuang Guo:
DFMFI: ultrasound breast cancer detection method based on dynamic fusion multi-scale feature interaction model. 102710 - Bing Yang, Jun Li, Junyang Chen, Yutong Huang, Nanbo Xu, Qiurui Liu, Jiaxin Liu, Yuheng Zhou:
ThyFusionNet: A CNN-transformer framework with spatial aware sparse attention for multi modal thyroid disease diagnosis. 102706 - Riadh Bouslimi:
A knowledge-guided and uncertainty-calibrated multimodal framework for fracture diagnosis and radiology report generation. 102709 - Chao Lin, Jiong-Lin Liang, Jia Guo, Yu-Long Xie, Weidong Cheng, Guo-Heng Huang, Qing-Wen Lin, Jian-Wu Chen, Tong Xiang, Hai-Qiang Mai, Qi Yang:
MRI-based deep learning model predicts recurrent nasopharyngeal carcinoma in post-radiation nasopharyngeal necrosis. 102711 - Emil Benedykciuk, Marcin Denkowski, Grzegorz M. Wójcik:
Differentiable Neural Architecture Search for medical image segmentation: A systematic review and field audit. 102713 - Dominik Spinczyk, Grzegorz Rosiak, Jaroslaw Zylkowski, Krzysztof Milczarek, Dariusz Konecki, Karol Zaczkowski, Agata Tomaszewska, Lukasz Przepióra, Anna Wolinska-Soltys, Piotr Sperka, Dawid Hajda, Ewa Pietka:
Initial evaluation of a mixed-reality system for image-guided navigation during percutaneous liver tumor ablation. 102714 - Gwiseong Moon, Kyoung Min Moon, Inseo Park, Kanghee Lee, Doohee Lee, Woojin Kim, Yoon Kim, Ji Young Hong, Hyun-Soo Choi:
Unified model with random penalty entropy loss for robust nasogastric tube placement analysis in X-ray. 102715 - Mohsin Furkh Dar, Avatharam Ganivada:
Fuzzy rough set loss for deep learning-based precise medical image segmentation. 102716 - Chenhui Qiu, Sarah Miller, Barathi Subramanian, Angela Ryu, Haiyu Zhang, George A. Fisher, Nigam H. Shah, John Mongan, Curtis Langlotz, Peter Poullos, Jeanne Shen:
A deep learning-based automated pipeline for colorectal cancer detection in contrast-enhanced CT images. 102717 - Daniele Molino, Francesco Di Feola, Eliodoro Faiella, Deborah Fazzini, Domiziana Santucci, Linlin Shen, Valerio Guarrasi, Paolo Soda:
XGeM: A multi-prompt foundation model for multimodal medical data generation. 102718 - Huiting Ma, Dengao Li, Guiji Zhao, Li Liu, Jian Fu, Xiaole Fan, Zhe Zhang, Yuchen Liang:
HF-VLP: A multimodal vision-language pre-trained model for diagnosing heart failure. 102719 - Xinhong Li, Geng Chen, Yuanfeng Wu, Haotian Jiang, Tao Zhou, Yi Zhou, Wentao Zhu:
Learning geometric and visual features for medical image segmentation with vision GNN. 102720 - Xianmin Wang, Mingfeng Lin, Jing Li:
C3MT: Confidence-Calibrated Contrastive Mean Teacher for semi-supervised medical image segmentation. 102721 - Wenjie Kang, Bo Li, Lize C. Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, Jurgen A. H. R. Claassen, Huub A. M. Middelkoop, Wiesje M. van der Flier, Willemijn Jansen, Stefan Klein, Esther E. Bron:
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer's disease. 102722
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