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27th MICCAI 2024: Marrakesh, Morocco - Part III
- Marius George Linguraru
, Qi Dou
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part III. Lecture Notes in Computer Science 15003, Springer 2024, ISBN 978-3-031-72383-4
Cross-modal and Translational Imaging, Human-Centered AI
- Yaqi Wang, Leqi Chen
A Clinical-Oriented Lightweight Network for High-Resolution Medical Image Enhancement. 3-12 - Qingshan Hou, Shuai Cheng, Peng Cao, Jinzhu Yang, Xiaoli Liu, Yih Chung Tham, Osmar R. Zaïane:
A Clinical-Oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-Quality Medical Images. 13-23 - Minghao Sun, Tian Zhou, Chenghui Jiang, Xiaodan Lv, Han Yu:
A New Cine-MRI Segmentation Method of Tongue Dorsum for Postoperative Swallowing Function Analysis. 24-34 - Himanshu Aggarwal
Across-Subject Ensemble-Learning Alleviates the Need for Large Samples for fMRI Decoding. 35-45 - Xinkai Wang, Yonggang Shi:
Adaptive Subtype and Stage Inference for Alzheimer's Disease. 46-55 - Woojung Han, Chanyoung Kim, Dayun Ju, Yumin Shim, Seong Jae Hwang:
Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning. 56-66 - Yihuang Hu, Qiong Peng, Zhicheng Du, Guojun Zhang, Huisi Wu, Jingxin Liu, Hao Chen, Liansheng Wang:
Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model. 67-76 - Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou:
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention. 77-87 - Xiaowei Yu, Zihao Wu, Lu Zhang, Jing Zhang, Yanjun Lyu, Dajiang Zhu:
CP-CLIP: Core-Periphery Feature Alignment CLIP for Zero-Shot Medical Image Analysis. 88-97 - Xiaofei Wang, Xingxu Huang
Cross-Modal Diffusion Modelling for Super-Resolved Spatial Transcriptomics. 98-108 - Zhengyao Ding
Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features. 109-119 - Souradeep Chakraborty, Rajarsi Gupta, Oksana Yaskiv, Constantin Friedman, Natallia Sheuka, Dana Perez, Paul Friedman, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras:
Decoding the Visual Attention of Pathologists to Reveal Their Level of Expertise. 120-130 - Guoshi Li
Development of Effective Connectome from Infancy to Adolescence. 131-140 - Xuanang Xu
DiRecT: Diagnosis and Reconstruction Transformer for Mandibular Deformity Assessment. 141-151 - Jin Zhang, Muheng Shang, Yan Yang, Lei Guo, Junwei Han, Lei Du:
Disease Progression Prediction Incorporating Genotype-Environment Interactions: A Longitudinal Neurodegenerative Disorder Study. 152-162 - Lucas Robinet, Ahmad Berjaoui
DRIM: Learning Disentangled Representations from Incomplete Multimodal Healthcare Data. 163-173 - Konstantinos Zormpas-Petridis, Antonio Candito, Christina Messiou
Enhanced-QuickDWI: Achieving Equivalent Clinical Quality by Denoising Heavily Sub-sampled Diffusion-Weighted Imaging Data. 174-183 - Yunsoo Kim, Jinge Wu, Yusuf Abdulle, Yue Gao, Honghan Wu:
Enhancing Human-Computer Interaction in Chest X-Ray Analysis Using Vision and Language Model with Eye Gaze Patterns. 184-194 - Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan:
From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos. 195-205 - Fangliangzi Meng, Hongrun Zhang, Ruodan Yan, Guohui Chuai, Chao Li
Genomics-Guided Representation Learning for Pathologic Pan-Cancer Tumor Microenvironment Subtype Prediction. 206-216 - Till N. Schnabel, Yoriko Lill, Benito K. Benitez, Prasad Nalabothu, Philipp Metzler, Andreas A. Müller
Large-Scale 3D Infant Face Model. 217-227 - Tomasz Szczepanski
Let Me DeCode You: Decoder Conditioning with Tabular Data. 228-238 - Kyungwon Kim
LLM-Guided Multi-modal Multiple Instance Learning for 5-Year Overall Survival Prediction of Lung Cancer. 239-249 - Yishu Liu, Zhongqi Wu
Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning. 250-261 - Menghan Zhou, Yanyu Xu, Zhi Da Soh, Huazhu Fu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu, Liangli Zhen:
MedMLP: An Efficient MLP-Like Network for Zero-Shot Retinal Image Classification. 262-272 - Zhiyi Shi, Junsik Kim, Wanhua Li, Yicong Li, Hanspeter Pfister:
MoRA: LoRA Guided Multi-modal Disease Diagnosis with Missing Modality. 273-282 - Yunyi Liu, Zhanyu Wang, Yingshu Li, Xinyu Liang, Lingqiao Liu, Lei Wang, Luping Zhou:
MRScore: Evaluating Medical Report with LLM-Based Reward System. 283-292 - Shuting Liu, Baochang Zhang, Veronika A. Zimmer, Daniel Rueckert:
Multi-modal Data Fusion with Missing Data Handling for Mild Cognitive Impairment Progression Prediction. 293-302 - Zhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu, Yefeng Zheng:
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation. 303-313 - Louis-Oscar Morel, Muhammad Muzammel, Nathan Vinçon, Valentin Derangère, Sylvain Ladoire, Jens Rittscher:
MultiVarNet - Predicting Tumour Mutational Status at the Protein Level. 314-324 - Raphaël Meudec, Fateme Ghayem, Jérôme Dockès, Demian Wassermann, Bertrand Thirion:
NeuroConText: Contrastive Text-to-Brain Mapping for Neuroscientific Literature. 325-335 - Abdelmouttaleb Dakri, Vaibhav Arora, Léo Challier, Marilyn Keller, Michael J. Black, Sergi Pujades:
On Predicting 3D Bone Locations Inside the Human Body. 336-346 - Xipeng Pan, Yajun An, Rushi Lan, Zhenbing Liu, Zaiyi Liu, Cheng Lu, Huihua Yang:
PG-MLIF: Multimodal Low-Rank Interaction Fusion Framework Integrating Pathological Images and Genomic Data for Cancer Prognosis Prediction. 347-357 - Anis Bourou, Thomas Boyer
PhenDiff: Revealing Subtle Phenotypes with Diffusion Models in Real Images. 358-367 - Ganping Li, Yoshito Otake, Mazen Soufi, Masachika Masuda, Keisuke Uemura
Prediction of Disease-Related Femur Shape Changes Using Geometric Encoding and Clinical Context on a Hip Disease CT Database. 368-378 - Qingbin Wang, Wai Chon Wong
Prior Activation Map Guided Cervical OCT Image Classification. 379-388 - Hao Li, Han Liu, Dewei Hu, Jiacheng Wang, Ipek Oguz:
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual Prompts. 389-399 - Joshua Durso-Finley, Berardino Barile, Jean-Pierre R. Falet, Douglas L. Arnold, Nick Pawlowski, Tal Arbel:
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs. 400-410 - Wen Ma, Huikai Wu, Zikai Xiao, Yang Feng, Jian Wu, Zuozhu Liu:
PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray. 411-421 - Kristine Sørensen
Spatio-Temporal Neural Distance Fields for Conditional Generative Modeling of the Heart. 422-432 - Kang Liu, Zhuoqi Ma, Xiaolu Kang, Zhusi Zhong, Zhicheng Jiao, Grayson Baird, Harrison X. Bai, Qiguang Miao:
Structural Entities Extraction and Patient Indications Incorporation for Chest X-Ray Report Generation. 433-443 - Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. 444-454 - Shangyan Cai, Weitian Huang, Weiting Yi, Bin Zhang, Yi Liao, Qiu Wang, Hongmin Cai, Luonan Chen, Weifeng Su:
Survival Analysis of Histopathological Image Based on a Pretrained Hypergraph Model of Spatial Transcriptomics Data. 455-466 - Yuning Du, Rohan Dharmakumar, Sotirios A. Tsaftaris:
The MRI Scanner as a Diagnostic: Image-Less Active Sampling. 467-476 - Kui Qian, Litao Qiao, Beth Friedman, Edward O'Donnell, David Kleinfeld, Yoav Freund:
Towards Explainable Automated Neuroanatomy. 477-486 - Yidan Feng, Bingchen Gao, Sen Deng, Anqi Qiu, Jing Qin:
Unified Multi-modal Learning for Any Modality Combinations in Alzheimer's Disease Diagnosis. 487-497 - John Kalkhof
Unsupervised Training of Neural Cellular Automata on Edge Devices. 498-507 - Yunjie Chen
Vestibular Schwannoma Growth Prediction from Longitudinal MRI by Time-Conditioned Neural Fields. 508-518 - Nghi Nguyen
Volume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics. 519-529 - Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou:
Weakly-Supervised Medical Image Segmentation with Gaze Annotations. 530-540
Health Equity
- Sangyoon Lee
A Deep Learning Approach for Placing Magnetic Resonance Spectroscopy Voxels in Brain Tumors. 543-552 - Abdul Rehman, Talha Meraj
A Large-Scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability. 553-563 - Jiansong Zhang, Shengnan Wu, Peizhong Liu, Linlin Shen:
A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos. 564-573 - Ashuta Bhattarai, Jing Jin, Chandra Kambhamettu:
Analyzing Adjacent B-Scans to Localize Sickle Cell Retinopathy In OCTs. 574-584 - Aminu Musa, Mariya Ibrahim Adamu, Habeebah Adamu Kakudi, Monica Hernandez, Yusuf Lawal:
Analyzing Cross-Population Domain Shift in Chest X-Ray Image Classification and Mitigating the Gap with Deep Supervised Domain Adaptation. 585-595 - Yi Shi, Xu-Peng Tian, Yun-Kai Wang, Tie-Yi Zhang, Bing Yao, Hui Wang, Yong Shao, Cen-Cen Wang, Rong Zeng, De-Chuan Zhan:
CS3: Cascade SAM for Sperm Segmentation. 596-605 - Misaal Khan
DomainAdapt: Leveraging Multitask Learning and Domain Insights for Children's Nutritional Status Assessment. 606-616 - Wenyi Li, Haoran Xu, Guiyu Zhang, Huan-ang Gao, Mingju Gao, Mengyu Wang, Hao Zhao:
FairDiff: Fair Segmentation with Point-Image Diffusion. 617-628 - Marawan Elbatel, Keyuan Liu, Yanqi Yang, Xiaomeng Li:
FD-SOS: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images. 629-639 - Pranab Sahoo
FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging. 640-649 - Arianna Bunnell
Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound. 650-659 - Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan:
LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. 660-670 - Hang Zhang
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. 671-681 - Xiaoxiao Cui, Shanzhi Jiang, Baolin Sun, Yiran Li, Yankun Cao, Zhen Li, Chaoyang Lv, Zhi Liu, Lizhen Cui, Shuo Li:
Multilevel Causality Learning for Multi-label Gastric Atrophy Diagnosis. 682-692 - Michael Deutges, Ario Sadafi, Nassir Navab, Carsten Marr:
Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images. 693-702 - Philippe Gottfrois
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. 703-712 - Jiahui Yu, Xuna Wang, Tianyu Ma, Xiaoxiao Li, Yingke Xu:
Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification. 713-722 - Inye Na
RadiomicsFill-Mammo: Synthetic Mammogram Mass Manipulation with Radiomics Features. 723-733 - Andrea Seung Kim, Niloufar Saharkhiz, Elena Sizikova, Miguel A. Lago, Berkman Sahiner, Jana G. Delfino, Aldo Badano:
S-SYNTH: Knowledge-Based, Synthetic Generation of Skin Images. 734-744 - Ajibola Oladokun
SpeChrOmics: A Biomarker Characterization Framework for Medical Hyperspectral Imaging. 745-756 - Kpêtchéhoué Merveille Santi Zinsou
Towards Rapid Mycetoma Species Diagnosis: A Deep Learning Approach for Stain-Invariant Classification on H&E Images from Senegal. 757-767 - Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao:
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. 768-778
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