MICCAI 2024

856 papers

Context-guided Continual Reinforcement Learning for Landmark Detection with Incomplete Data

Kaiwen Wan, Bomin Wang, Fuping Wu, Haiyu Gong, Xiahai Zhuang

Consecutive-Contrastive Spherical U-net: Enhancing Reliability of Individualized Functional Brain Parcellation for Short-duration fMRI Scans

Dan Hu, Kangfu Han, Jiale Cheng, Gang Li

Confidence-guided Semi-supervised Learning for Generalized Lesion Localization in X-ray Images

Abhijit Das, Vandan Gorade, Komal Kumar, Snehashis Chakraborty, Dwarikanath Mahapatra

Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation

Saurabh Sharma, Atul Kumar, Joydeep Chandra

Confidence intervals uncovered: Are we ready for real-world medical imaging AI?

Evangelia Christodoulou, Annika Reinke, Rola Houhou, Piotr Kalinowski, Selen Erkan

Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction

Qing Xiao, Siyeop Yoon, Hui Ren, Matthew Tivnan, Lichao Sun

Conditional diffusion model with spatial attention and latent embedding for medical image segmentation

Behzad Hejrati, Soumyanil Banerjee, Carri Glide-Hurst, Ming Dong

Conditional Diffusion Model for Versatile Temporal Inpainting in 4D Cerebral CT Perfusion Imaging

Juyoung Bae, Elizabeth Tong, Hao Chen

Conditional 4D Motion Diffusion Models with Masked Observations to Forecast Deformations

Sylvain Thibeault, Liset Vazquez Romaguera, Samuel Kadoury

Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis

Junlin Hou, Jilan Xu, Hao Chen

Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting

Wei Li, Jingyang Zhang, Pheng-Ann Heng, Lixu Gu

Common Vision-Language Attention for Text-Guided Medical Image Segmentation of Pneumonia

Yunpeng Guo, Xinyi Zeng, Pinxian Zeng, Yuchen Fei, Lu Wen

CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning

Azad Singh, Deepak Mishra

Coarse-to-Fine Latent Diffusion Model for Glaucoma Forecast on Sequential Fundus Images

Yuhan Zhang, Kun Huang, Xikai Yang, Xiao Ma, Jian Wu

Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from non-contrast Cardiac Magnetic Resonance

Yige Yan, Jun Cheng, Xulei Yang, Zaiwang Gu, Shuang Leng

CLIP-DR: Textual Knowledge-Guided Diabetic Retinopathy Grading with Ranking-aware Prompting

Qinkai Yu, Jianyang Xie, Anh Nguyen, He Zhao, Jiong Zhang

Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model

Jing Wei Tan, SeungKyu Kim, Eunsu Kim, Sung Hak Lee, Sangjeong Ahn

CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning

Yuexi Du, Brian Chang, Nicha C. Dvornek

Class-Balancing Deep Active Learning with Auto-Feature Mixing and Minority Push-Pull Sampling

Hongxin Lin, Chu Zhang, Mingyu Wang, Bin Huang, Jingjing Shao

Class-aware Mutual Mixup with Triple Alignments for Semi-Supervised Cross-domain Segmentation

Zhuotong Cai, Jingmin Xin, Tianyi Zeng, Siyuan Dong, Nanning Zheng

Class and Region-Adaptive Constraints for Network Calibration

Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains

Maik Dannecker, Vanessa Kyriakopoulou, Lucilio Cordero-Grande, Anthony N. Price, Joseph V. Hajnal

CheXtriev: Anatomy-Centered Representation for Case-Based Retrieval of Chest Radiographs

Naren Akash R. J., Arihanth Tadanki, Jayanthi Sivaswamy

Characterizing the left ventricular ultrasound dynamics in the frequency domain to estimate the cardiac function

Andrés Felipe Carrera-Pinzón, Leonard Toro-Quitian, Juan Camilo Torres, Alexander Cerón, Wilsón Sarmiento

Cephalometric Landmark Detection across Ages with Prototypical Network

Han Wu, Chong Wang, Lanzhuju Mei, Tong Yang, Min Zhu

Center-to-Edge Denoising Diffusion Probabilistic Models with Cross-domain Attention for Undersampled MRI Reconstruction

Jianfeng Zhao, Shuo Li

Centerline-Diameters Data Structure for Interactive Segmentation of Tube-shaped Objects

Ilyas Sirazitdinov, Dmitry V. Dylov

Centerline Boundary Dice Loss for Vascular Segmentation

Pengcheng Shi, Jiesi Hu, Yanwu Yang, Zilve Gao, Wei Liu

ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs

Huijian Zhou, Zhiqiang Tian, Xiangmin Han, Shaoyi Du, Yue Gao

CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis

Lujun Gui, Chuyang Ye, Tianyi Yan

CausCLIP: Causality-Adapting Visual Scoring of Visual Language Models for Few-Shot Learning in Portable Echocardiography Quality Assessment

Yiran Li, Xiaoxiao Cui, Yankun Cao, Yuezhong Zhang, Huihui Wang

Causality-Informed Fusion Network for Automated Assessment of Parkinsonian Body Bradykinesia

Yuyang Quan, Chencheng Zhang, Rui Guo, Xiaohua Qian

CausalCLIPSeg: Unlocking CLIP’s Potential in Referring Medical Image Segmentation with Causal Intervention

Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi

Causal Intervention for Brain tumor Segmentation

Hengxin Liu, Qiang Li, Weizhi Nie, Zibo Xu, Anan Liu

CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities

Pranav Poudel, Prashant Shrestha, Sanskar Amgain, Yash Raj Shrestha, Prashnna Gyawali

Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba

Zefan Yang, Jiajin Zhang, Ge Wang, Mannudeep K. Kalra, Pingkun Yan

CardioSpectrum: Comprehensive Myocardium Motion Analysis with 3D Deep Learning and Geometric Insights

Shahar Zuler, Shai Tejman-Yarden, Dan Raviv

Cardiac Physiology Knowledge-driven Diffusion Model for Contrast-free Synthesis Myocardial Infarction Enhancement

Ronghui Qi, Xiaohu Li, Lei Xu, Jie Zhang, Yanping Zhang

Cardiac Copilot: Automatic Probe Guidance for Echocardiography with World Model

Haojun Jiang, Zhenguo Sun, Ning Jia, Meng Li, Yu Sun

Car-Dcros: A Dataset and Benchmark for Enhancing Cardiovascular Artery Segmentation through Disconnected Components Repair and Open Curve Snake

Yuli Wang, Wen-Chi Hsu, Victoria Shi, Gigin Lin, Cheng Ting Lin

CAPTURE-GAN: Conditional Attribute Preservation through Unveiling Realistic GAN for artifact removal in dual-energy CT imaging

Chunsu Park, Seonho Kim, DongEon Lee, SiYeoul Lee, Ashok Kambaluru

Can LLMs’ Tuning Methods Work in Medical Multimodal Domain?

Jiawei Chen, Yue Jiang, Dingkang Yang, Mingcheng Li, Jinjie Wei

Can Crowdsourced Annotations Improve AI-based Congestion Scoring For Bedside Lung Ultrasound?

Ameneh Asgari-Targhi, Tamas Ungi, Mike Jin, Nicholas Harrison, Nicole Duggan

Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image Segmentation

Xiang Li, Huihui Fang, Changmiao Wang, Mingsi Liu, Lixin Duan

BrainWaveNet: Wavelet-based Transformer for Autism Spectrum Disorder Diagnosis

Ah-Yeong Jeong, Da-Woon Heo, Eunsong Kang, Heung-Il Suk

Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma

Baris Imre, Elina Thibeau-Sutre, Jorieke Reimer, Kuan Kho, Jelmer M. Wolterink

BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders

Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution

Li Yang, Zhibin He, Tianyang Zhong, Changhe Li, Dajiang Zhu

BPaCo: Balanced Parametric Contrastive Learning for Long-tailed Medical Image Classification

Zhiyuan Cai, Tianyunxi Wei, Li Lin, Hao Chen, Xiaoying Tang

Boosting FFPE-to-HE Virtual Staining with Cell Semantics from Pretrained Segmentation Model

Yihuang Hu, Qiong Peng, Zhicheng Du, Guojun Zhang, Huisi Wu

Blind Proximal Diffusion Model for Joint Image and Sensitivity Estimation in Parallel MRI

Xing Li, yan yang, Hairong Zheng, Zongben Xu

Black-Box Adaptation for Medical Image Segmentation

Jay N. Paranjape, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel

Biophysics-based data assimilation of longitudinal tau and amyloid-β PET scans

Zheyu Wen, Ali Ghafouri, George Biros

Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation

Lipei Zhang, Yanqi Cheng, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

Biomechanics-informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity

Zhe Min, Zachary M. C. Baum, Shaheer Ullah Saeed, Mark Emberton, Dean C. Barratt

Binary Noise for Binary Tasks: Masked Bernoulli Diffusion for Unsupervised Anomaly Detection

Julia Wolleb, Florentin Bieder, Paul Friedrich, Peter Zhang, Alicia Durrer

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval

Yinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong

BiasPruner: Debiased Continual Learning for Medical Image Classification

Nourhan Bayasi, Jamil Fayyad, Alceu Bissoto, Ghassan Hamarneh, Rafeef Garbi

BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor Detection

Ming Kang, Chee-Ming Ting, Fung Fung Ting, Raphael C.-W. Phan

BGDiffSeg: a Fast Diffusion Model for Skin Lesion Segmentation via Boundary Enhancement and Global Recognition Guidance

Yilin Guo, qingling Cai

Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting

Xian Lin, Yangyang Xiang, Li Yu, Zengqiang Yan

Best of Both Modalities: Fusing CBCT and Intraoral Scan Data into a Single Tooth Image

SaeHyun Kim, Yongjin Choi, Jincheol Na, In-Seok Song, You-Sun Lee

BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning

Asif Hanif, Fahad Shamshad, Muhammad Awais, Muzammal Naseer, Fahad Shahbaz Khan

Baikal: Unpaired Denoising of Fluorescence Microscopy Images using Diffusion Models

Shivesh Chaudhary, Sivaramakrishnan Sankarapandian, Matt Sooknah, Joy Pai, Caroline McCue

BackMix: Mitigating Shortcut Learning in Echocardiography with Minimal Supervision

Kit M. Bransby, Arian Beqiri, Woo-Jin Cho Kim, Jorge Oliveira, Agisilaos Chartsias

Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation

Theodore Barfoot, Luis C. Garcia Peraza Herrera, Ben Glocker, Tom Vercauteren

Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping

Yikang Liu, Lin Zhao, Eric Z. Chen, Xiao Chen, Terrence Chen

AutoSkull: Learning-based Skull Estimation for Automated Pipelines

Aleksandar Milojevic, Daniel Peter, Niko B. Huber, Luis Azevedo, Andrei Latyshev

Automatic Mandibular Semantic Segmentation of Teeth Pulp Cavity and Root Canals, and Inferior Alveolar Nerve on Pulpy3D Dataset

Mahmoud Gamal, Marwa Baraka, Marwan Torki

Automated Spinal MRI Labelling from Reports Using a Large Language Model

Robin Y. Park, Rhydian Windsor, Amir Jamaludin, Andrew Zisserman

Automated Robust Muscle Segmentation in Multi-level Contexts using a Probabilistic Inference Framework

Jinge Wang, Guilin Chen, Xuefeng Wang, Nan Wu, Terry Jianguo Zhang

Attention-Enhanced Fusion of Structural and Functional MRI for Analyzing HIV-Associated Asymptomatic Neurocognitive Impairment

Yuqi Fang, Wei Wang, Qianqian Wang, Hong-Jun Li, Mingxia Liu

Assessing Risk of Stealing Proprietary Models for Medical Imaging Tasks

Ankita Raj, Harsh Swaika, Deepankar Varma, Chetan Arora

ASPS: Augmented Segment Anything Model for Polyp Segmentation

Huiqian Li, Dingwen Zhang, Jieru Yao, Longfei Han, Zhongyu Li

ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-grained Appearance for CT Images

Jiaxuan Pang, DongAo Ma, Ziyu Zhou, Michael B. Gotway, Jianming Liang

Are We Ready for Out-of-Distribution Detection in Digital Pathology?

Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava

APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy

Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang

Anatomy-guided Pathology Segmentation

Alexander Jaus, Constantin Seibold, Simon Reiß, Lukas Heine, Anton Schily

Anatomy-Aware Gating Network for Explainable Alzheimer’s Disease Diagnosis

Hongchao Jiang, Chunyan Miao

Anatomic-constrained Medical Image Synthesis via Physiological Density Sampling

Yuetan Chu, Changchun Yang, Gongning Luo, Zhaowen Qiu, Xin Gao

Anatomically-Guided Segmentation of Cerebral Microbleeds in T1-weighted and T2*-weighted MRI

Junmo Kwon, Sang Won Seo, Hyunjin Park

Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models

Nicholas Konz, Yuwen Chen, Haoyu Dong, Maciej A. Mazurowski

Anatomical Structure-Guided Medical Vision-Language Pre-training

Qingqiu Li, Xiaohan Yan, Jilan Xu, Runtian Yuan, Yuejie Zhang

Anatomical Positional Embeddings

Mikhail Goncharov, Valentin Samokhin, Eugenia Soboleva, Roman Sokolov, Boris Shirokikh

Analyzing Cross-Population Domain Shift in Chest X-Ray Image Classification and Mitigating the Gap with Deep Supervised Domain Adaptation

Aminu Musa, Mariya Ibrahim Adamu, Habeebah Adamu Kakudi, Monica Hernandez, Yusuf Lawal

Analyzing Adjacent B-Scans to Localize Sickle Cell Retinopathy In OCTs

Ashuta Bhattarai, Jing Jin, Chandra Kambhamettu

An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation

Zihao Luo, Xiangde Luo, Zijun Gao, Guotai Wang

An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

Marawan Elbatel, Konstantinos Kamnitsas, Xiaomeng Li

An MR-Compatible Virtual Reality System for Assessing Neuronal Plasticity of Sensorimotor Neurons and Mirror Neurons

Xiaocheng Wang, D. B. Mekbib, Tian Zhou, Junming Zhu, Li Zhang

An Evaluation of State-of-the-Art Projectors in the Presence of Noise and Nonlinearity in the Beer-Lambert Law

Shiyu Xie, Kai Zhang, Alireza Entezari

An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation

Qing Li, Yizhe Zhang, Yan Li, Jun Lyu, Meng Liu

An approach to building foundation models for brain image analysis

Davood Karimi

AMONuSeg: A Histological Dataset for African Multi-Organ Nuclei Semantic Segmentation

Hasnae Zerouaoui, Gbenga Peter Oderinde, Rida Lefdali, Karima Echihabi, Stephen Peter Akpulu

All-In-One Medical Image Restoration via Task-Adaptive Routing

Zhiwen Yang, Haowei Chen, Ziniu Qian, Yang Yi, Hui Zhang

Aligning Medical Images with General Knowledge from Large Language Models

Xiao Fang, Yi Lin, Dong Zhang, Kwang-Ting Cheng, Hao Chen

Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification

Yunhe Gao, Difei Gu, Mu Zhou, Dimitris Metaxas

Aligning and Restoring Imperfect ssEM images for Continuity Reconstruction

Yanan Lv, Haoze Jia, Xi Chen, Haiyang Yan, Hua Han

Algorithmic Fairness in Lesion Classification by Mitigating Class Imbalance and Skin Tone Bias

Faizanuddin Ansari, Tapabrata Chakraborti, Swagatam Das

Algebraic Sphere Surface Fitting for Accurate and Efficient Mesh Reconstruction from Cine CMR Images

Jin He, Weizhou Liu, Shifeng Zhao, Yun Tian, Shuo Wang

Airway segmentation based on topological structure enhancement using multi-task learning

Xuan Yang, Lingyu Chen, Yuchao Zheng, Longfei Ma, Fang Chen