Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

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Publications

volume 117, 2024

Matteo Cavicchioli, Andrea Moglia, Ludovica Pierelli, Giacomo Pugliese, Pietro Cerveri
Main challenges on the curation of large scale datasets for pancreas segmentation using deep learning in multi-phase CT scans: Focus on cardinality, manual refinement, and annotation quality. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Cansu Yalcin, Valeriia Abramova, Mikel Terceño, Arnau Oliver, Yolanda Silva, Xavier Lladó
Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Jian Qin, Yongjun He, Yiqin Liang, Lanlan Kang, Jing Zhao, Bo Ding
Cell comparative learning: A cervical cytopathology whole slide image classification method using normal and abnormal cells. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Marco Parola, Federico A Galatolo, Gaetano La Mantia, Mario G C A Cimino, Giuseppina Campisi, Olga Di Fede
Towards explainable oral cancer recognition: Screening on imperfect images via Informed Deep Learning and Case-Based Reasoning. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Hui Yang, Yu Zhang, Yuhang Gong, Jing Zhang, Ling He, Jianquan Zhong, Ling Tang
A lung biopsy path planning algorithm based on the double spherical constraint Pareto and indicators' importance-correlation degree. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Runze Wang, Alexander F Heimann, Moritz Tannast, Guoyan Zheng
CycleSGAN: A cycle-consistent and semantics-preserving generative adversarial network for unpaired MR-to-CT image synthesis. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Athanasios Siouras, Serafeim Moustakidis, George Chalatsis, Tuan Aqeel Bohoran, Michael Hantes, Marianna Vlychou, Sotiris Tasoulis, Archontis Giannakidis, Dimitrios Tsaopoulos
Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)
Yutian Zhong, Zhenyang Liu, Xiaoming Zhang, Zhaoyong Liang, Wufan Chen, Cuixia Dai, Li Qi
Unsupervised adversarial neural network for enhancing vasculature in photoacoustic tomography images using optical coherence tomography angiography. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 117 (2024)

volume 116, 2024

Vasileios Magoulianitis, Jiaxin Yang, Yijing Yang, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Chrysostomos Nikias
PCa-RadHop: A transparent and lightweight feed-forward method for clinically significant prostate cancer segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Tao Zhong, Ya Wang, Xiaotong Xu, Xueyang Wu, Shujun Liang, Zhenyuan Ning, Li Wang, Yuyu Niu, Gang Li, Yu Zhang
A brain subcortical segmentation tool based on anatomy attentional fusion network for developing macaques. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Shahab Aslani, Pavan Alluri, Eyjolfur Gudmundsson, Edward Chandy, John McCabe, Anand Devaraj, Carolyn Horst, Sam M Janes, Rahul Chakkara, Daniel C Alexander, null null, Arjun Nair, Joseph Jacob
Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Caryn Geady, Farnoosh Abbas-Aghababazadeh, Andres Kohan, Scott Schuetze, David Shultz, Benjamin Haibe-Kains
Radiomic-based prediction of lesion-specific systemic treatment response in metastatic disease. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Bolun Zeng, Huixiang Wang, Leo Joskowicz, Xiaojun Chen
Fragment distance-guided dual-stream learning for automatic pelvic fracture segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Hui Xie, Hua Zhang, Zijie Chen, Tao Tan
Precision dose prediction for breast cancer patients undergoing IMRT: The Swin-UMamba-Channel Model. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Peixuan Ge, Shibo Li, Yefeng Liang, Shuwei Zhang, Lihai Zhang, Ying Hu, Liang Yao, Pak Kin Wong
Enhancing trabecular CT scans based on deep learning with multi-strategy fusion. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Jianfeng Zhao, Shuo Li
Evidence modeling for reliability learning and interpretable decision-making under multi-modality medical image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Bartosz Machura, Damian Kucharski, Oskar Bozek, Bartosz Eksner, Bartosz Kokoszka, Tomasz Pekala, Mateusz Radom, Marek Strzelczak, Lukasz Zarudzki, Benjamín Gutiérrez-Becker, Agata Krason, Jean Tessier, Jakub Nalepa
Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Tomoki Oya, Yuka Kadomatsu, Toyofumi Fengshi Chen-Yoshikawa, Megumi Nakao
2D/3D deformable registration for endoscopic camera images using self-supervised offline learning of intraoperative pneumothorax deformation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M Summers
Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Angelo Lasala, Maria Chiara Fiorentino, Andrea Bandini, Sara Moccia
FetalBrainAwareNet: Bridging GANs with anatomical insight for fetal ultrasound brain plane synthesis. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Yifan Li, Chao Li, Yiran Wei, Stephen Price, Carola-Bibiane Schönlieb, Xi Chen
Multi-objective Bayesian optimization with enhanced features for adaptively improved glioblastoma partitioning and survival prediction. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Wen Liu, Li Li, Jiao Deng, Wei Li
A comprehensive approach for evaluating lymphovascular invasion in invasive breast cancer: Leveraging multimodal MRI findings, radiomics, and deep learning analysis of intra- and peritumoral regions. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Aurora Rofena, Valerio Guarrasi, Marina Sarli, Claudia Lucia Piccolo, Matteo Sammarra, Bruno Beomonte Zobel, Paolo Soda
A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Bolun Zeng, Huixiang Wang, Leo Joskowicz, Xiaojun Chen
Fragment distance-guided dual-stream learning for automatic pelvic fracture segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Vasileios Magoulianitis, Jiaxin Yang, Yijing Yang, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Chrysostomos Nikias
PCa-RadHop: A transparent and lightweight feed-forward method for clinically significant prostate cancer segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Chenchu Xu, Xue Wu, Boyan Wang, Jie Chen, Zhifan Gao, Xiujian Liu, Heye Zhang
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Yijie Qu, Tao Lu, Shaoting Zhang, Guotai Wang
ScribSD+: Scribble-supervised medical image segmentation based on simultaneous multi-scale knowledge distillation and class-wise contrastive regularization. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Giulia Varriano, Vittoria Nardone, Simona Correra, Francesco Mercaldo, Antonella Santone
An automatic radiomic-based approach for disease localization: A pilot study on COVID-19. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Wen Liu, Li Li, Jiao Deng, Wei Li
A comprehensive approach for evaluating lymphovascular invasion in invasive breast cancer: Leveraging multimodal MRI findings, radiomics, and deep learning analysis of intra- and peritumoral regions. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Phillip Chlap, Hang Min, Jason Dowling, Matthew Field, Kirrily Cloak, Trevor Leong, Mark Lee, Julie Chu, Jennifer Tan, Phillip Tran, Tomas Kron, Mark Sidhom, Kirsty Wiltshire, Sarah Keats, Andrew Kneebone, Annette Haworth, Martin A Ebert, Shalini K Vinod, Lois Holloway
Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Xiaoming Jiang, Yongxin Yang, Tong Su, Kai Xiao, LiDan Lu, Wei Wang, Changsong Guo, Lizhi Shao, Mingjing Wang, Dong Jiang
Unsupervised domain adaptation based on feature and edge alignment for femur X-ray image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Muhammad Shahid Iqbal, Md Belal Bin Heyat, Saba Parveen, Mohd Ammar Bin Hayat, Mohamad Roshanzamir, Roohallah Alizadehsani, Faijan Akhtar, Eram Sayeed, Sadiq Hussain, Hany S Hussein, Mohamad Sawan
Progress and trends in neurological disorders research based on deep learning. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M Summers
Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Aurora Rofena, Valerio Guarrasi, Marina Sarli, Claudia Lucia Piccolo, Matteo Sammarra, Bruno Beomonte Zobel, Paolo Soda
A deep learning approach for virtual contrast enhancement in Contrast Enhanced Spectral Mammography. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Jian Wang, Fan Yu, Mengze Zhang, Jie Lu, Zhen Qian
A 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Lei Chai, Shuangqian Xue, Daodao Tang, Jixin Liu, Ning Sun, Xiujuan Liu
TLF: Triple learning framework for intracranial aneurysms segmentation from unreliable labeled CTA scans. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Runze Wang, Guoyan Zheng
PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Dewa Made Sri Arsa, Talha Ilyas, Seok-Hwan Park, Leon Chua, Hyongsuk Kim
Efficient multi-stage feedback attention for diverse lesion in cancer image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
David Oluigbo, Tejas Sudharshan Mathai, Bikash Santra, Pritam Mukherjee, Jianfei Liu, Abhishek Jha, Mayank Patel, Karel Pacak, Ronald M Summers
Weakly supervised detection of pheochromocytomas and paragangliomas in CT using noisy data. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Yijie Qu, Tao Lu, Shaoting Zhang, Guotai Wang
ScribSD+: Scribble-supervised medical image segmentation based on simultaneous multi-scale knowledge distillation and class-wise contrastive regularization. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Dewa Made Sri Arsa, Talha Ilyas, Seok-Hwan Park, Leon Chua, Hyongsuk Kim
Efficient multi-stage feedback attention for diverse lesion in cancer image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Jian Wang, Fan Yu, Mengze Zhang, Jie Lu, Zhen Qian
A 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Giulia Varriano, Vittoria Nardone, Simona Correra, Francesco Mercaldo, Antonella Santone
An automatic radiomic-based approach for disease localization: A pilot study on COVID-19. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Xiaoming Jiang, Yongxin Yang, Tong Su, Kai Xiao, LiDan Lu, Wei Wang, Changsong Guo, Lizhi Shao, Mingjing Wang, Dong Jiang
Unsupervised domain adaptation based on feature and edge alignment for femur X-ray image segmentation. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Caryn Geady, Farnoosh Abbas-Aghababazadeh, Andres Kohan, Scott Schuetze, David Shultz, Benjamin Haibe-Kains
Radiomic-based prediction of lesion-specific systemic treatment response in metastatic disease. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Peixuan Ge, Shibo Li, Yefeng Liang, Shuwei Zhang, Lihai Zhang, Ying Hu, Liang Yao, Pak Kin Wong
Enhancing trabecular CT scans based on deep learning with multi-strategy fusion. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Bartosz Machura, Damian Kucharski, Oskar Bozek, Bartosz Eksner, Bartosz Kokoszka, Tomasz Pekala, Mateusz Radom, Marek Strzelczak, Lukasz Zarudzki, Benjamín Gutiérrez-Becker, Agata Krason, Jean Tessier, Jakub Nalepa
Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Tao Zhong, Ya Wang, Xiaotong Xu, Xueyang Wu, Shujun Liang, Zhenyuan Ning, Li Wang, Yuyu Niu, Gang Li, Yu Zhang
A brain subcortical segmentation tool based on anatomy attentional fusion network for developing macaques. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)
Phillip Chlap, Hang Min, Jason Dowling, Matthew Field, Kirrily Cloak, Trevor Leong, Mark Lee, Julie Chu, Jennifer Tan, Phillip Tran, Tomas Kron, Mark Sidhom, Kirsty Wiltshire, Sarah Keats, Andrew Kneebone, Annette Haworth, Martin A Ebert, Shalini K Vinod, Lois Holloway
Uncertainty estimation using a 3D probabilistic U-Net for segmentation with small radiotherapy clinical trial datasets. Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society 116 (2024)