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会议文集


文集名Machine Learning in Medical Imaging
会议名14th International Workshop on Machine Learning in Medical Imaging (MLMI 2023), Held in Conjunction with MICCAI 2023
中译名《第十四届国际医学影像机器学习讨论会，卷2》
会议日期October 8, 2023
会议地点Vancouver, BC, Canada
出版年2024
馆藏号350924


题名作者出版年
GEMTrans: A General, Echocardiography-Based, Multi-level Transformer Framework for Cardiovascular DiagnosisMasoud Mokhtari; Neda Ahmadi; Teresa S. M. Tsang; Purang Abolmaesumi; Renjie Liao2024
Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked AutoencoderYu Tian; Guansong Pang; Yuyuan Liu; Chong Wang; Yuanhong Chen; Fengbei Liu; Rajvinder Singh; Johan W. Verjans; Mengyu Wang; Gustavo Carneiro2024
LMT: Longitudinal Mixing Training, a Framework to Predict Disease Progression from a Single ImageRachid Zeghlache; Pierre-Henri Conze; Mostafa El Habib Daho; Yihao Li; Hugo Le Boite; Ramin Tadayoni; Pascal Massin; Beatrice Cochener; Ikram Brahim; Gwenole Quellec; Mathieu Lamard2024
Identifying Alzheimer's Disease-Induced Topology Alterations in Structural Networks Using Convolutional Neural NetworksFeihong Liu; Yongsheng Pan; Junwei Yang; Fang Xie; Xiaowei He; Han Zhang; Feng Shi; Jun Feng; Qihao Guo; Dinggang Shen2024
Specificity-Aware Federated Graph Learning for Brain Disorder Analysis with Functional MRIJunhao Zhang; Xiaochuan Wang; Qianqian Wang; Lishan Qiao; Mingxia Liu2024
3D Transformer Based on Deformable Patch Location for Differential Diagnosis Between Alzheimer's Disease and Frontotemporal DementiaHuy-Dung Nguyen; Michael Clement; Boris Mansencal; Pierrick Coupe2024
Consisaug: A Consistency-Based Augmentation for Polyp Detection in Endoscopy Image AnalysisZiyu Zhou; Wenyuan Shen; Chang Liu2024
Cross-view Contrastive Mutual Learning Across Masked Autoencoders for Mammography DiagnosisQingxia Wu; Hongna Tan; Zhi Qiao; Pei Dong; Dinggang Shen; Meiyun Wang; Zhong Xue2024
Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information FusionNan Zhao; Yongsheng Pan; Kaicong Sun; Yuning Gu; Mianxin Liu; Zhong Xue; Han Zhang; Qing Yang; Fei Gao; Feng Shi; Dinggang Shen2024
Boundary-Constrained Graph Network for Tooth Segmentation on 3D Dental SurfacesYuwen Tan; Xiang Xiang2024
FAST-Net: A Coarse-to-fine Pyramid Network for Face-Skull TransformationLei Zhao; Lei Ma; Zhiming Cui; Jie Zheng; Zhong Xue; Feng Shi; Dinggang Shen2024
Mixing Histopathology Prototypes into Robust Slide-Level Representations for Cancer SubtypingJoshua Butke; Noriaki Hashimoto; Ichiro Takeuchi; Hiroaki Miyoshi; Koichi Ohshima; Jun Sakuma2024
Consistency Loss for Improved Colonoscopy Landmark Detection with Vision TransformersAniruddha Tamhane; Daniel Dobkin; Ore Shtalrid; Moshe Bouhnik; Erez Posner; Tse'ela Mida2024
Radiomics Boosts Deep Learning Model for IPMN ClassificationLanhong Yao; Zheyuan Zhang; Ugur Demir; Elif Keles; Camila Vendrami; Emil Agarunov; Candice Bolan; Ivo Schoots; Marc Bruno; Rajesh Keswani; Frank Miller; Tamas Gonda; Cemal Yazici; Temel Tirkes; Michael Wallace; Concetto Spampinato; Ulas Bagci2024
Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage DetectionBoning Tong; Zhuoping Zhou; Davoud Ataee Tarzanagh; Bojian Hou; Andrew J. Saykin; Jason Moore; Marylyn Ritchie; Li Shen2024
Enhancing Anomaly Detection in Melanoma Diagnosis Through Self-Supervised Training and Lesion ComparisonJules Collenne; Rabah Iguernaissi; Severine Dubuisson; Djamal Merad2024
DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network Based on Dynamic Brain Connectome for Psychiatric DiagnosisKaizhong Zheng; Bin Ma; Badong Chen2024
Precise Localization Within the GI Tract by Combining Classification of CNNs and Time-Series Analysis of HMMsJulia Werner; Christoph Gerum; Moritz Reiber; Jorg Nick; Oliver Bringmann2024
Towards Unified Modality Understanding for Alzheimer's Disease Diagnosis Using Incomplete Multi-modality DataKangfu Han; Fenqiang Zhao; Dajiang Zhu; Tianming Liu; Feng Yang; Gang Li2024
COVID-19 Diagnosis Based on Swin Transformer Model with Demographic Information Fusion and Enhanced Multi-head Attention MechanismYunlong Sun; Yiyao Liu; Junlong Qu; Xiang Dong; Xuegang Song; Baiying Lei2024
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