Medical image analysis

Keyphrases

Publications

volume 99, 2024

Jiahao Huang, Liutao Yang, Fanwen Wang, Yinzhe Wu, Yang Nan, Weiwen Wu, Chengyan Wang, Kuangyu Shi, Angelica I Aviles-Rivero, Carola-Bibiane Schönlieb, Daoqiang Zhang, Guang Yang
Enhancing global sensitivity and uncertainty quantification in medical image reconstruction with Monte Carlo arbitrary-masked mamba. Medical image analysis 99 (2024)
Lu Zhang, Zhengwang Wu, Xiaowei Yu, Yanjun Lyu, Zihao Wu, Haixing Dai, Lin Zhao, Li Wang, Gang Li, Xianqiao Wang, Tianming Liu, Dajiang Zhu
Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer. Medical image analysis 99 (2024)
Selena Wang, Yiting Wang, Frederick H Xu, Li Shen, Yize Zhao, null null
Establishing group-level brain structural connectivity incorporating anatomical knowledge under latent space modeling. Medical image analysis 99 (2024)
Muhammad Jehanzaib, Yasin Almalioglu, Kutsev Bengisu Ozyoruk, Drew F K Williamson, Talha Abdullah, Kayhan Basak, Derya Demir, G Evren Keles, Kashif Zafar, Mehmet Turan
A robust image segmentation and synthesis pipeline for histopathology. Medical image analysis 99 (2024)
Shengzhou Zhong, Wenxu Wang, Qianjin Feng, Yu Zhang, Zhenyuan Ning
Cross-view discrepancy-dependency network for volumetric medical image segmentation. Medical image analysis 99 (2024)
Carolus H J Kusters, Tim J M Jaspers, Tim G W Boers, Martijn R Jong, Jelmer B Jukema, Kiki N Fockens, Albert J de Groof, Jacques J Bergman, Fons van der Sommen, Peter H N De With
Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization. Medical image analysis 99 (2024)
Szymon Płotka, Tomasz Szczepański, Paula Szenejko, Przemysław Korzeniowski, Jesús Rodriguez Calvo, Asma Khalil, Alireza Shamshirsaz, Robert Brawura-Biskupski-Samaha, Ivana Išgum, Clara I Sánchez, Arkadiusz Sitek
Real-time placental vessel segmentation in fetoscopic laser surgery for Twin-to-Twin Transfusion Syndrome. Medical image analysis 99 (2024)
Kaiyan Li, Jingyuan Yang, Wenxuan Liang, Xingde Li, Chenxi Zhang, Lulu Chen, Chan Wu, Xiao Zhang, Zhiyan Xu, Yueling Wang, Lihui Meng, Yue Zhang, Youxin Chen, S Kevin Zhou
O-PRESS: Boosting OCT axial resolution with Prior guidance, Recurrence, and Equivariant Self-Supervision. Medical image analysis 99 (2024)
Ching-Wei Wang, Nabila Puspita Firdi, Tzu-Chiao Chu, Mohammad Faiz Iqbal Faiz, Mohammad Zafar Iqbal, Yifan Li, Bo Yang, Mayur Mallya, Ali Bashashati, Fei Li, Haipeng Wang, Mengkang Lu, Yong Xia, Tai-Kuang Chao
ATEC23 Challenge: Automated prediction of treatment effectiveness in ovarian cancer using histopathological images. Medical image analysis 99 (2024)
Xixi Jiang, Dong Zhang, Xiang Li, Kangyi Liu, Kwang-Ting Cheng, Xin Yang
Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation. Medical image analysis 99 (2024)
Haozhong Sun, Yuze Li, Zhongsen Li, Runyu Yang, Ziming Xu, Jiaqi Dou, Haikun Qi, Huijun Chen
Fourier Convolution Block with global receptive field for MRI reconstruction. Medical image analysis 99 (2024)
Francesco Manigrasso, Rosario Milazzo, Alessandro Sebastian Russo, Fabrizio Lamberti, Fredrik Strand, Andrea Pagnani, Lia Morra
Mammography classification with multi-view deep learning techniques: Investigating graph and transformer-based architectures. Medical image analysis 99 (2024)
Yunke Ao, Hooman Esfandiari, Fabio Carrillo, Christoph J Laux, Yarden As, Ruixuan Li, Kaat Van Assche, Ayoob Davoodi, Nicola A Cavalcanti, Mazda Farshad, Benjamin F Grewe, Emmanuel Vander Poorten, Andreas Krause, Philipp Fürnstahl
SafeRPlan: Safe deep reinforcement learning for intraoperative planning of pedicle screw placement. Medical image analysis 99 (2024)
Hao Zhang, Qi Wang, Jun Shi, Shihui Ying, Zhijie Wen
Deep unfolding network with spatial alignment for multi-modal MRI reconstruction. Medical image analysis 99 (2024)
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 Hsieh, Minah Han, Jongduk Baek, Andreas Maier, Adam Wang, Garry Evan Gold, Jang-Hwan Choi
Low-dose computed tomography perceptual image quality assessment. Medical image analysis 99 (2024)
Debesh Jha, Vanshali Sharma, Debapriya Banik, Debayan Bhattacharya, Kaushiki Roy, Steven A Hicks, Nikhil Kumar Tomar, Vajira Thambawita, Adrian Krenzer, Ge-Peng Ji, Sahadev Poudel, George Batchkala, Saruar Alam, Awadelrahman M A Ahmed, Quoc-Huy Trinh, Zeshan Khan, Tien-Phat Nguyen, Shruti Shrestha, Sabari Nathan, Jeonghwan Gwak, Ritika K Jha, Zheyuan Zhang, Alexander Schlaefer, Debotosh Bhattacharjee, M K Bhuyan, Pradip K Das, Deng-Ping Fan, Sravanthi Parasa, Sharib Ali, Michael A Riegler, Pål Halvorsen, Thomas de Lange, Ulas Bagci
Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges. Medical image analysis 99 (2024)
Nariman Khaledian, Pierre-Frédéric Villard, Peter E Hammer, Douglas P Perrin, Marie-Odile Berger
Image-based simulation of mitral valve dynamic closure including anisotropy. Medical image analysis 99 (2024)

volume 98, 2024

Tiange Liu, Qingze Bai, Drew A Torigian, Yubing Tong, Jayaram K Udupa
VSmTrans: A hybrid paradigm integrating self-attention and convolution for 3D medical image segmentation. Medical image analysis 98 (2024)
Shuhan Li, Dong Zhang, Xiaomeng Li, Chubin Ou, Lin An, Yanwu Xu, Weihua Yang, Yanchun Zhang, Kwang-Ting Cheng
Vessel-promoted OCT to OCTA image translation by heuristic contextual constraints. Medical image analysis 98 (2024)
Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C Dvornek, S Kevin Zhou, David L Wilson, James S Duncan, Chi Liu, Bo Zhou
Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. Medical image analysis 98 (2024)
Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation. Medical image analysis 98 (2024)
Wei Peng, Tomas Bosschieter, Jiahong Ouyang, Robert Paul, Edith V Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Qingyu Zhao, Kilian M Pohl
Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs. Medical image analysis 98 (2024)
Jun Chen, Xuejiao Li, Heye Zhang, Yongwon Cho, Sung Ho Hwang, Zhifan Gao, Guang Yang
Adaptive dynamic inference for few-shot left atrium segmentation. Medical image analysis 98 (2024)
Brodie A J Lawson, Christopher Drovandi, Pamela Burrage, Alfonso Bueno-Orovio, Rodrigo Weber Dos Santos, Blanca Rodriguez, Kerrie Mengersen, Kevin Burrage
Perlin noise generation of physiologically realistic cardiac fibrosis. Medical image analysis 98 (2024)
Sascha Jecklin, Youyang Shen, Amandine Gout, Daniel Suter, Lilian Calvet, Lukas Zingg, Jennifer Straub, Nicola Alessandro Cavalcanti, Mazda Farshad, Philipp Fürnstahl, Hooman Esfandiari
Domain adaptation strategies for 3D reconstruction of the lumbar spine using real fluoroscopy data. Medical image analysis 98 (2024)
Yutong Xie, Lin Gu, Tatsuya Harada, Jianpeng Zhang, Yong Xia, Qi Wu
Rethinking masked image modelling for medical image representation. Medical image analysis 98 (2024)
Cheng Chen, Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim, Jiang Hu, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li
MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation. Medical image analysis 98 (2024)
Tim G W Boers, Kiki N Fockens, Joost A van der Putten, Tim J M Jaspers, Carolus H J Kusters, Jelmer B Jukema, Martijn R Jong, Maarten R Struyvenberg, Jeroen de Groof, Jacques J Bergman, Peter H N de With, Fons van der Sommen
Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency. Medical image analysis 98 (2024)
Hongbo Chen, Logiraj Kumaralingam, Shuhang Zhang, Sheng Song, Fayi Zhang, Haibin Zhang, Thanh-Tu Pham, Kumaradevan Punithakumar, Edmond H M Lou, Yuyao Zhang, Lawrence H Le, Rui Zheng
Neural implicit surface reconstruction of freehand 3D ultrasound volume with geometric constraints. Medical image analysis 98 (2024)
Yufei Tang, Tianling Lyu, Haoyang Jin, Qiang Du, Jiping Wang, Yunxiang Li, Ming Li, Yang Chen, Jian Zheng
Domain adaptive noise reduction with iterative knowledge transfer and style generalization learning. Medical image analysis 98 (2024)
Jian Li, Greta Tuckute, Evelina Fedorenko, Brian L Edlow, Adrian V Dalca, Bruce Fischl
JOSA: Joint surface-based registration and atlas construction of brain geometry and function. Medical image analysis 98 (2024)
Yu Fu, Shunjie Dong, Yanyan Huang, Meng Niu, Chao Ni, Lequan Yu, Kuangyu Shi, Zhijun Yao, Cheng Zhuo
MPGAN: Multi Pareto Generative Adversarial Network for the denoising and quantitative analysis of low-dose PET images of human brain. Medical image analysis 98 (2024)

volume 97, 2024

Liang Peng, Songyue Cai, Zongqian Wu, Huifang Shang, Xiaofeng Zhu, Xiaoxiao Li
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning. Medical image analysis 97 (2024)
Madeleine K Wyburd, Nicola K Dinsdale, Mark Jenkinson, Ana I L Namburete
Anatomically plausible segmentations: Explicitly preserving topology through prior deformations. Medical image analysis 97 (2024)
Zengshuo Wang, Haohan Zou, Yin Guo, Shan Guo, Xin Zhao, Yan Wang, Mingzhu Sun
Retinal image registration method for myopia development. Medical image analysis 97 (2024)
Ruoyu Guo, Yiwen Xu, Anthony Tompkins, Maurice Pagnucco, Yang Song
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning. Medical image analysis 97 (2024)
Gregory Buti, Ali Ajdari, Christopher P Bridge, Gregory C Sharp, Thomas Bortfeld
Diffusion tensor transformation for personalizing target volumes in radiation therapy. Medical image analysis 97 (2024)
Boyun Zheng, Ranran Zhang, Songhui Diao, Jingke Zhu, Yixuan Yuan, Jing Cai, Liang Shao, Shuo Li, Wenjian Qin
Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. Medical image analysis 97 (2024)
Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi, Xiaoxiao Li
CCSI: Continual Class-Specific Impression for data-free class incremental learning. Medical image analysis 97 (2024)
Honghe Li, Jinzhu Yang, Zhanfeng Xuan, Mingjun Qu, Yonghuai Wang, Chaolu Feng
A spatio-temporal graph convolutional network for ultrasound echocardiographic landmark detection. Medical image analysis 97 (2024)
Miao Chu, Giovanni Luigi De Maria, Ruobing Dai, Stefano Benenati, Wei Yu, Jiaxin Zhong, Rafail Kotronias, Jason Walsh, Stefano Andreaggi, Vittorio Zuccarelli, Jason Chai, null null, Keith Channon, Adrian Banning, Shengxian Tu
DCCAT: Dual-Coordinate Cross-Attention Transformer for thrombus segmentation on coronary OCT. Medical image analysis 97 (2024)
Nikita Moriakov, Jim Peters, Ritse Mann, Nico Karssemeijer, Jos van Dijck, Mireille Broeders, Jonas Teuwen
Improving lesion volume measurements on digital mammograms. Medical image analysis 97 (2024)
Xin Yang, Lian Liu, Zhongnuo Yan, Junxuan Yu, Xindi Hu, Xuejuan Yu, Caixia Dong, Ju Chen, Hongmei Liu, Zhuan Yu, Xuedong Deng, Dong Ni, Zhongshan Gou, Xiaoqiong Huang
Hierarchical online contrastive anomaly detection for fetal arrhythmia diagnosis in ultrasound. Medical image analysis 97 (2024)
Meng Han, Xiangde Luo, Xiangjiang Xie, Wenjun Liao, Shichuan Zhang, Tao Song, Guotai Wang, Shaoting Zhang
DMSPS: Dynamically mixed soft pseudo-label supervision for scribble-supervised medical image segmentation. Medical image analysis 97 (2024)
Beniamin Di Veroli, Richard Lederman, Yigal Shoshan, Jacob Sosna, Leo Joskowicz
A graph-theoretic approach for the analysis of lesion changes and lesions detection review in longitudinal oncological imaging. Medical image analysis 97 (2024)
Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H Moore, Andrew J Saykin, Heng Huang, Paul M Thompson, Marylyn D Ritchie, Christos Davatzikos, Li Shen, null null
Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. Medical image analysis 97 (2024)
C Ritter, J-Y Lee, M-T Pham, M K Pabba, M C Cardoso, R Bartenschlager, K Rohr
Multi-detector fusion and Bayesian smoothing for tracking viral and chromatin structures. Medical image analysis 97 (2024)
Mingyu Wang, Chao Chen, Ziyue Xu, Lang Xu, Weiwei Zhan, Jing Xiao, Yiqing Hou, Bingsheng Huang, Lingyun Huang, Shuo Li
An interpretable two-branch bi-coordinate network based on multi-grained domain knowledge for classification of thyroid nodules in ultrasound images. Medical image analysis 97 (2024)
Gabriel Reale-Nosei, Elvira Amador-Domínguez, Emilio Serrano
From vision to text: A comprehensive review of natural image captioning in medical diagnosis and radiology report generation. Medical image analysis 97 (2024)
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen-Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M Summers, George Shih, Zhangyang Wang, Yifan Peng
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. Medical image analysis 97 (2024)