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Computerized Medical Imaging and Graphics, Volume 115
Volume 115, 2024
- Judit Csore, Trisha L. Roy, Graham Wright, Christof Karmonik:
Unsupervised classification of multi-contrast magnetic resonance histology of peripheral arterial disease lesions using a convolutional variational autoencoder with a Gaussian mixture model in latent space: A technical feasibility study. 102372 - Wenfeng Huang
, Xiangyun Liao, Hao Chen, Ying Hu, Wenjing Jia
, Qiong Wang:
Deep local-to-global feature learning for medical image super-resolution. 102374 - Chia-Feng Juang, Ya-Wen Chuang, Guan-Wen Lin, I-Fang Chung, Ying-Chih Lo:
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images. 102375 - Luyu Tang, Songhui Diao, Chao Li, Miaoxia He, Kun Ru, Wenjian Qin
:
Global contextual representation via graph-transformer fusion for hepatocellular carcinoma prognosis in whole-slide images. 102378 - Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani
:
Semantically redundant training data removal and deep model classification performance: A study with chest X-rays. 102379 - Xiaoguang Li
, Yichao Zhou, Hongxia Yin, Pengfei Zhao, Ruowei Tang, Han Lv, Yating Qin, Li Zhuo, Zhenchang Wang:
Sub-features orthogonal decoupling: Detecting bone wall absence via a small number of abnormal examples for temporal CT images. 102380 - Wenhao Zhong, Heye Zhang, Zhifan Gao, William Kongto Hau, Guang Yang, Xiujian Liu
, Lin Xu:
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images. 102381 - Hamed Aghapanah, Reza Rasti
, Saeed Kermani, Faezeh Tabesh, Hossein Yousefi-Banaem, Hamidreza Pour Aliakbar, Hamid Sanei, William Paul Segars:
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI. 102382 - Jiayi Zhu, Bart Bolsterlee
, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images. 102383 - Xuejie Li, Xianda Chi, Pinjie Huang, Qiong Liang, Jianpei Liu
:
Deep neural network for the prediction of KRAS, NRAS, and BRAF genotypes in left-sided colorectal cancer based on histopathologic images. 102384 - Yeyun Gong, Yue-Ke Li, Rongrong Zhou, Zhan Liang, Yingying Zhang, Tingting Cheng
, Zijian Zhang
:
A novel approach for estimating lung tumor motion based on dynamic features in 4D-CT. 102385 - Md Navid Akbar
, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan:
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. 102386 - Chunsu Park, Jeong-Woon Kang, Doen-Eon Lee, Wookon Son, Sang-Min Lee, Chankue Park, MinWoo Kim
:
W-DRAG: A joint framework of WGAN with data random augmentation optimized for generative networks for bone marrow edema detection in dual energy CT. 102387 - Yuan Huang
, Sven A. Holcombe, Stewart C. Wang, Jisi Tang:
A deep learning-based pipeline for developing multi-rib shape generative model with populational percentiles or anthropometrics as predictors. 102388 - Zhennong Chen
, Hui Ren, Quanzheng Li, Xiang Li:
Motion correction and super-resolution for multi-slice cardiac magnetic resonance imaging via an end-to-end deep learning approach. 102389 - Josué Ruano
, Martín Gómez, Eduardo Romero, Antoine Manzanera:
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images. 102390 - Niamh Belton
, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran:
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. 102391 - Ruisheng Su
, Matthijs van der Sluijs, Yuan Chen, Sandra A. P. Cornelissen, Ruben van den Broek, Wim H. van Zwam, Aad van der Lugt, Wiro J. Niessen, Danny Ruijters, Theo van Walsum
:
CAVE: Cerebral artery-vein segmentation in digital subtraction angiography. 102392 - Zhanqiang Guo, Jianjiang Feng
, Wangsheng Lu, Yin Yin, Guangming Yang, Jie Zhou:
Cross-modality cerebrovascular segmentation based on pseudo-label generation via paired data. 102393 - Chengfan Li, Liangbing Nie, Zhenkui Sun, Xuehai Ding, Quanyong Luo, Chentian Shen
:
3DFRINet: A Framework for the Detection and Diagnosis of Fracture Related Infection in Low Extremities Based on 18F-FDG PET/CT 3D Images. 102394 - Renato Hermoza, Jacinto C. Nascimento, Gustavo Carneiro
:
Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images. 102395 - Patty Coupeau
, Jean-Baptiste Fasquel, Lucie Hertz-Pannier, Mickaël Dinomais:
GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion. 102396 - Jing Zou
, Youyi Song, Lihao Liu, Angelica I. Avilés-Rivero, Jing Qin
:
Unsupervised lung CT image registration via stochastic decomposition of deformation fields. 102397
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