| 3D CVT-GAN: A 3D Convolutional Vision Transformer-GAN for PET Reconstruction |
Pinxian Zeng |
code |
| 3D Global Fourier Network for Alzheimer's Disease Diagnosis using Structural MRI |
Shengjie Zhang |
code |
| 4D-OR: Semantic Scene Graphs for OR Domain Modeling |
Ege Özsoy |
code |
| A Comprehensive Study of Modern Architectures and Regularization Approaches on CheXpert5000 |
Sontje Ihler |
code |
| A Deep-Discrete Learning Framework for Spherical Surface Registration |
Mohamed A. Suliman |
code |
| A Hybrid Propagation Network for Interactive Volumetric Image Segmentation |
Luyue Shi |
code |
| A Medical Semantic-Assisted Transformer for Radiographic Report Generation |
Zhanyu Wang |
code |
| A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images |
Wentian Zhang |
code |
| A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos |
Zhi Lin |
code |
| A Novel Fusion Network for Morphological Analysis of Common Iliac Artery |
Meng Song |
code |
| A Novel Knowledge Keeper Network for 7T-Free But 7T-Guided Brain Tissue Segmentation |
Jieun Lee |
code |
| A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models |
Anthony Vento |
code |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation |
Himashi Peiris |
code |
| A Self-Guided Framework for Radiology Report Generation |
Jun Li |
code |
| A Sense of Direction in Biomedical Neural Networks |
Zewen Liu |
code |
| A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction |
Wenjun Xia |
code |
| AANet: Artery-Aware Network for Pulmonary Embolism Detection in CTPA Images |
Jia Guo |
code |
| Accelerated pseudo 3D dynamic speech MR imaging at 3T using unsupervised deep variational manifold learning |
Rushdi Zahid Rusho |
code |
| Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers |
Youbao Tang |
code |
| Accurate Corresponding Fiber Tract Segmentation via FiberGeoMap Learner |
Zhenwei Wang |
code |
| Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts |
Alexander Bigalke |
code |
| Adaptive 3D Localization of 2D Freehand Ultrasound Brain Images |
Pak-Hei Yeung |
code |
| AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching |
Khanh Nguyen |
code |
| Adversarially Robust Prototypical Few-shot Segmentation with Neural-ODEs |
Prashant Pandey |
code |
| An Advanced Deep Learning Framework for Video-based Diagnosis of ASD |
Miaomiao Cai |
code |
| An End-to-End Combinatorial Optimization Method for R-band Chromosome Recognition with Grouping Guided Attention |
Chao Xia |
code |
| An Inclusive Task-Aware Framework for Radiology Report Generation |
Lin Wang |
code |
| An Optimal Control Problem for Elastic Registration and Force Estimation in Augmented Surgery |
Guillaume Mestdagh |
code |
| Analyzing Brain Structural Connectivity as Continuous Random Functions |
William Consagra |
code |
| Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays |
Ke Yu |
code |
| Anomaly-aware multiple instance learning for rare anemia disorder classification |
Salome Kazeminia |
code |
| Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans |
Haomiao Ni |
code |
| Atlas-based Semantic Segmentation of Prostate Zones |
Jiazhen Zhang |
code |
| Attention-enhanced Disentangled Representation Learning for Unsupervised Domain Adaptation in Cardiac Segmentation |
Xiaoyi Sun |
code |
| Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging |
Ekaterina Kuzmina |
code |
| Automated Classification of General Movements in Infants Using Two-stream Spatiotemporal Fusion Network |
Yuki Hashimoto |
code |
| Automatic Detection of Steatosis in Ultrasound Images with Comparative Visual Labeling |
Güinther Saibro |
code |
| Automatic identification of segmentation errors for radiotherapy using geometric learning |
Edward G. A. Henderson |
code |
| BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video |
Szymon Płotka |
code |
| Bayesian dense inverse searching algorithm for real-time stereo matching in minimally invasive surgery |
Jingwei Song |
code |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation |
Mou-Cheng Xu |
code |
| Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology |
Yunlong Zhang |
code |
| BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis |
Masoud Monajatipoor |
code |
| BiometryNet: Landmark-based Fetal Biometry Estimation from Standard Ultrasound Planes |
Netanell Avisdris |
code |
| BMD-GAN: Bone mineral density estimation using x-ray image decomposition into projections of bone-segmented quantitative computed tomography using hierarchical learning |
Yi Gu |
code |
| Boundary-Enhanced Self-Supervised Learning for Brain Structure Segmentation |
Feng Chang |
code |
| Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease |
Mehmet Saygın Seyfioğlu |
code |
| CACTUSS: Common Anatomical CT-US Space for US examinations |
Yordanka Velikova |
code |
| Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation |
Yiqun Lin |
code |
| Camera Adaptation for Fundus-Image-Based CVD Risk Estimation |
Zhihong Lin |
code |
| Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction |
Dominik J. E. Waibel |
code |
| CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics Data |
Hao Ding |
code |
| CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis |
Ignacio Sarasua |
code |
| Censor-aware Semi-supervised Learning for Survival Time Prediction from Medical Images |
Renato Hermoza |
code |
| CFDA: Collaborative Feature Disentanglement and Augmentation for Pulmonary Airway Tree Modeling of COVID-19 CTs |
Minghui Zhang |
code |
| CheXRelNet: An Anatomy-Aware Model for Tracking Longitudinal Relationships between Chest X-Rays |
Gaurang Karwande |
code |
| ChrSNet: Chromosome Straightening using Self-attention Guided Networks |
Sunyi Zheng |
code |
| CIRDataset: A large-scale Dataset for Clinically-Interpretable lung nodule Radiomics and malignancy prediction |
Wookjin Choi |
code |
| Class Impression for Data-free Incremental Learning |
Sana Ayromlou |
code |
| CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy |
Shawn Mathew |
code |
| Combining multiple atlases to estimate data-driven mappings between functional connectomes using optimal transport |
Javid Dadashkarimi |
code |
| Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance |
Chengwei Pan |
code |
| Conditional VAEs for confound removal and normative modelling of neurodegenerative diseases |
Ana Lawry Aguila |
code |
| Consistency-preserving Visual Question Answering in Medical Imaging |
Sergio Tascon-Morales |
code |
| Contrastive Functional Connectivity Graph Learning for Population-based fMRI Classification |
Xuesong Wang |
code |
| Contrastive learning for echocardiographic view integration |
Li-Hsin Cheng |
code |
| Contrastive Masked Transformers for Forecasting Renal Transplant Function |
Leo Milecki |
code |
| Contrastive Re-localization and History Distillation in Federated CMR Segmentation |
Xiaoming Qi |
code |
| Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection |
Yu Tian |
code |
| CRISP - Reliable Uncertainty Estimation for Medical Image Segmentation |
Thierry Judge |
code |
| CS2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention |
Xiaodan Xing |
code |
| D'ARTAGNAN: Counterfactual Video Generation |
Hadrien Reynaud |
code |
| Data-driven Multi-Modal Partial Medical Image Preregistration by Template Space Patch Mapping |
Ding Xia |
code |
| Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation |
Zheyao Gao |
code |
| Deep is a Luxury We Don't Have |
Ahmed Taha |
code |
| Deep Laparoscopic Stereo Matching with Transformers |
Xuelian Cheng |
code |
| Deep learning-based Head and Neck Radiotherapy Planning Dose Prediction via Beam-wise Dose Decomposition |
Bin Wang |
code |
| Deep Multimodal Guidance for Medical Image Classification |
Mayur Mallya |
code |
| Deep Regression with Spatial-Frequency Feature Coupling and Image Synthesis for Robot-Assisted Endomicroscopy |
Chi Xu |
code |
| Deep-learning Based T1 and T2 Quantification from Undersampled Magnetic Resonance Fingerprinting Data to Track Tracer Kinetics in Small Laboratory Animals |
Yuning Gu |
code |
| DeepMIF: Deep learning based cell profiling for multispectral immunofluorescence images with graphical user interface |
Yeman Brhane Hagos |
code |
| DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos |
Negin Ghamsarian |
code |
| Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration |
Jiashun Chen |
code |
| Degradation-invariant Enhancement of Fundus Images via Pyramid Constraint Network |
Haofeng Liu |
code |
| Denoising of 3D MR images using a voxel-wise hybrid residual MLP-CNN model to improve small lesion diagnostic confidence |
Haibo Yang |
code |
| DeSD: Self-Supervised Learning with Deep Self-Distillation for 3D Medical Image Segmentation |
Yiwen Ye |
code |
| DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification |
Linhao Qu |
code |
| Did You Get What You Paid For? Rethinking Annotation Cost of Deep Learning Based Computer Aided Detection in Chest Radiographs |
Tae Soo Kim |
code |
| Diffusion Deformable Model for 4D Temporal Medical Image Generation |
Boah Kim |
code |
| Diffusion Models for Medical Anomaly Detection |
Julia Wolleb |
code |
| Digestive Organ Recognition in Video Capsule Endoscopy based on Temporal Segmentation Network |
Yejee Shin |
code |
| Discrepancy and Gradient-guided Multi-Modal Knowledge Distillation for Pathological Glioma Grading |
Xiaohan Xing |
code |
| DisQ: Disentangling Quantitative MRI Mapping of the Heart |
Changchun Yang |
code |
| Distilling Knowledge from Topological Representations for Pathological Complete Response Prediction |
Shiyi Du |
code |
| Domain Adaptive Mitochondria Segmentation via Enforcing Inter-Section Consistency |
Wei Huang |
code |
| Domain Specific Convolution and High Frequency Reconstruction based Unsupervised Domain Adaptation for Medical Image Segmentation |
Shishuai Hu |
code |
| Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach |
Qingqiao Hu |
code |
| DOMINO: Domain-aware Model Calibration in Medical Image Segmentation |
Skylar E. Stolte |
code |
| DRGen: Domain Generalization in Diabetic Retinopathy Classification |
Mohammad Atwany |
code |
| DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network |
Ziqi Huang |
code |
| DSR: Direct Simultaneous Registration for Multiple 3D Images |
Zhehua Mao |
code |
| Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT |
Xiongchao Chen |
code |
| Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays |
Yu Cai |
code |
| Dual-graph Learning Convolutional Networks for Interpretable Alzheimer's Disease Diagnosis |
Tingsong Xiao |
code |
| Dual-HINet: Dual Hierarchical Integration Network of Multigraphs for Connectional Brain Template Learning |
Fatih Said Duran |
code |
| DuDoCAF: Dual-Domain Cross-Attention Fusion with Recurrent Transformer for Fast Multi-contrast MR Imaging |
Jun Lyu |
code |
| Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance |
Meirui Jiang |
code |
| EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography |
Rand Muhtaseb |
code |
| EchoGNN: Explainable Ejection Fraction Estimation with Graph Neural Networks |
Masoud Mokhtari |
code |
| Edge-oriented Point-cloud Transformer for 3D Intracranial Aneurysm Segmentation |
Yifan Liu |
code |
| Embedding Gradient-based Optimization in Image Registration Networks |
Huaqi Qiu |
code |
| Enhancing model generalization for substantia nigra segmentation using a test-time normalization-based method |
Tao Hu |
code |
| Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores |
Zeju Li |
code |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation |
Ling Huang |
code |
| Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification |
Xin He |
code |
| Explaining Chest X-ray Pathologies in Natural Language |
Maxime Kayser |
code |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation |
Yicheng Wu |
code |
| Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning |
Lei Fan |
code |
| Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification |
Philip Chikontwe |
code |
| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection |
Eike Petersen |
code |
| Federated Stain Normalization for Computational Pathology |
Nicolas Wagner |
code |
| FedHarmony: Unlearning Scanner Bias with Distributed Data |
Nicola K. Dinsdale |
code |
| Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning |
Xiajun Jiang |
code |
| FFCNet: Fourier Transform-Based Frequency Learning and Complex Convolutional Network for Colon Disease Classification |
Kai-Ni Wang |
code |
| fMRI Neurofeedback Learning Patterns are Predictive of Personal and Clinical Traits |
Rotem Leibovitz |
code |
| Frequency-Aware Inverse-Consistent Deep Learning for OCT-Angiogram Super-Resolution |
Weiwen Zhang |
code |
| From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach |
Jadie Adams |
code |
| FSE Compensated Motion Correction for MRI Using Data Driven Methods |
Brett Levac |
code |
| FUSSNet: Fusing Two Sources of Uncertainty for Semi-Supervised Medical Image Segmentation |
Jinyi Xiang |
code |
| GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation |
Mark Endo |
code |
| GazeRadar: A Gaze and Radiomics-guided Disease Localization Framework |
Moinak Bhattacharya |
code |
| Geometric Constraints for Self-supervised Monocular Depth Estimation on Laparoscopic Images with Dual-task Consistency |
Wenda Li |
code |
| Gigapixel Whole-Slide Images Classification using Locally Supervised Learning |
Jingwei Zhang |
code |
| Graph convolutional network with probabilistic spatial regression: application to craniofacial landmark detection from 3D photogrammetry |
Connor Elkhill |
code |
| Graph Emotion Decoding from Visually Evoked Neural Responses |
Zhongyu Huang |
code |
| Hand Hygiene Quality Assessment using Image-to-Image Translation |
Chaofan Wang |
code |
| Harnessing Deep Bladder Tumor Segmentation with Logical Clinical Knowledge |
Xiao Huang |
code |
| Histogram-based unsupervised domain adaptation for medical image classification |
Pengfei Diao |
code |
| Hybrid Spatio-Temporal Transformer Network for Predicting Ischemic Stroke Lesion Outcomes from 4D CT Perfusion Imaging |
Kimberly Amador |
code |
| Identifying and Combating Bias in Segmentation Networks by leveraging multiple resolutions |
Leonie Henschel |
code |
| Implicit Neural Representations for Medical Imaging Segmentation |
Muhammad Osama Khan |
code |
| Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets |
Charles Lu |
code |
| INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples |
Linde S. Hesse |
code |
| InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation |
Yi Lin |
code |
| Interaction-Oriented Feature Decomposition for Medical Image Lesion Detection |
Junyong Shen |
code |
| Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis |
Hejie Cui |
code |
| Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators |
Maryam Toloubidokhti |
code |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images |
Qin Liu |
code |
| Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels |
Xiaoqing Guo |
code |
| Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome |
Yueting Li |
code |
| Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning |
Tianling Liu |
code |
| Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification |
Yushan Zheng |
code |
| Key-frame Guided Network for Thyroid Nodule Recognition using Ultrasound Videos |
Yuchen Wang |
code |
| Landmark-free Statistical Shape Modeling via Neural Flow Deformations |
David Lüdke |
code |
| Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation |
Kaisar Kushibar |
code |
| Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis |
Julia Wolleb |
code |
| Learning iterative optimisation for deformable image registration of lung CT with recurrent convolutional networks |
Fenja Falta |
code |
| Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection |
Rebeca Vétil |
code |
| Learning towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites |
Jingyang Zhang |
code |
| Learning Tumor-Induced Deformations to Improve Tumor-Bearing Brain MR Segmentation |
Meng Jia |
code |
| Learning with Context Encoding for Single-Stage Cranial Bone Labeling and Landmark Localization |
Jiawei Liu |
code |
| Lesion Guided Explainable Few Weak-shot Medical Report Generation |
Jinghan Sun |
code |
| Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis |
Jun Li |
code |
| Lesion-aware Dynamic Kernel for Polyp Segmentation |
Ruifei Zhang |
code |
| Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation |
Sukesh Adiga Vasudeva |
code |
| LIDP: A Lung Image Dataset with Pathological Information for Lung Cancer Screening |
Yanbo Shao |
code |
| LifeLonger: A Benchmark for Continual Disease Classification |
Mohammad Mahdi Derakhshani |
code |
| LiftReg: Limited Angle 2D/3D Deformable Registration |
Lin Tian |
code |
| Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound |
Sarina Thomas |
code |
| Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction |
Daniel Reisenbüchler |
code |
| Localizing the Recurrent Laryngeal Nerve via Ultrasound with a Bayesian Shape Framework |
Haoran Dou |
code |
| Longitudinal Infant Functional Connectivity Prediction via Conditional Intensive Triplet Network |
Xiaowei Yu |
code |
| Long-tailed Multi-label Retinal Diseases Recognition via Relational Learning and Knowledge Distillation |
Qian Zhou |
code |
| LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection |
Rui Xu |
code |
| MAL: Multi-modal attention learning for tumor diagnosis based on bipartite graph and multiple branches |
Menglei Jiao |
code |
| MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation |
Yash Sharma |
code |
| MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation |
Chen Chen |
code |
| MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET |
Xueqi Guo |
code |
| Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction |
Yutong Xie |
code |
| Meta-hallucinator: Towards few-shot cross-modality cardiac image segmentation |
Ziyuan Zhao |
code |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation |
Yao Zhang |
code |
| Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities |
Zechen Zhao |
code |
| ModDrop++: A Dynamic Filter Network with Intra-subject Co-training for Multiple Sclerosis Lesion Segmentation with Missing Modalities |
Han Liu |
code |
| Modelling Cycles in Brain Networks with the Hodge Laplacian |
Sixtus Dakurah |
code |
| Morphology-Aware Interactive Keypoint Estimation |
Jinhee Kim |
code |
| Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging |
Joohyung Lee |
code |
| mulEEG: A Multi-View Representation Learning on EEG Signals |
Vamsi Kumar |
code |
| Multidimensional Hypergraph on Delineated Retinal Features for Pathological Myopia Task. |
Bilha Githinji |
code |
| Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images |
Huabing Liu |
code |
| Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training |
Zhihong Chen |
code |
| Multiple Instance Learning with Mixed Supervision in Gleason Grading |
Hao Bian |
code |
| Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness |
Siyuan Dong |
code |
| Multiscale Unsupervised Retinal Edema Area Segmentation in OCT Images |
Wenguang Yuan |
code |
| Multi-TransSP: Multimodal Transformer for Survival Prediction of Nasopharyngeal Carcinoma Patients |
Hanci Zheng |
code |
| NAF: Neural Attenuation Fields for Sparse-View CBCT Reconstruction |
Ruyi Zha |
code |
| NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation |
Zhaohu Xing |
code |
| Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis |
Jiancheng Yang |
code |
| Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery |
Yuehao Wang |
code |
| Noise transfer for unsupervised domain adaptation of retinal OCT images |
Valentin Koch |
code |
| Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning |
Mingyuan Meng |
code |
| Nonlinear Regression of Remaining Surgical Duration via Bayesian LSTM-based Deep Negative Correlation Learning |
Junyang Wu |
code |
| NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification |
Fengbei Liu |
code |
| One-Shot Segmentation of Novel White Matter Tracts via Extensive Data Augmentation |
Wan Liu |
code |
| Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images |
Yi Li |
code |
| OnlyCaps-Net, a capsule only based neural network for 2D and 3D semantic segmentation |
Savinien Bonheur |
code |
| Optimal MRI Undersampling Patterns for Pathology Localization |
Artem Razumov |
code |
| Overlooked Trustworthiness of Saliency Maps |
Jiajin Zhang |
code |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation |
Yanglan Ou |
code |
| Patch-wise Deep Metric Learning for Unsupervised Low-Dose CT Denoising |
Chanyong Jung |
code |
| PD-DWI: Predicting response to neoadjuvant chemotherapy in invasive breast cancer with Physiologically-Decomposed Diffusion-Weighted MRI machine-learning model |
Maya Gilad |
code |
| PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation |
Wentao Liu |
code |
| Point Beyond Class: A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays |
Haoqin Ji |
code |
| Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image |
Calvin-Khang Ta |
code |
| Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video |
Haozheng Zhang |
code |
| Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation |
Dong Liang |
code |
| Predicting molecular traits from tissue morphology through self-interactive multi-instance learning |
Yang Hu |
code |
| Privacy Preserving Image Registration |
Riccardo Taiello |
code |
| ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification |
Zhixiong Yang |
code |
| Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis |
An Zhao |
code |
| Progression models for imaging data with Longitudinal Variational Auto Encoders |
Benoît Sauty |
code |
| Progressive Subsampling for Oversampled Data - Application to Quantitative MRI |
Stefano B. Blumberg |
code |
| Prostate Cancer Histology Synthesis using StyleGAN Latent Space Annotation |
Gagandeep B. Daroach |
code |
| Prototype Learning of Inter-network Connectivity for ASD Diagnosis and Personalized Analysis |
Eunsong Kang |
code |
| Pseudo Bias-Balanced Learning for Debiased Chest X-ray Classification |
Luyang Luo |
code |
| RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization |
Yiqing Shen |
code |
| Real-Time 3D Reconstruction of Human Vocal Folds via High-Speed Laser-Endoscopy |
Jann-Ole Henningson |
code |
| Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models |
Xin Yu |
code |
| Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images |
Qilong Zhangli |
code |
| Region-guided CycleGANs for Stain Transfer in Whole Slide Images |
Joseph Boyd |
code |
| Regression Metric Loss: Learning a Semantic Representation Space for Medical Images |
Hanqing Chao |
code |
| Reinforcement learning for active modality selection during diagnosis |
Gabriel Bernardino |
code |
| Reliability of quantification estimates in MR Spectroscopy: CNNs vs. traditional model fitting |
Rudy Rizzo |
code |
| ReMix: A General and Efficient Framework for Multiple Instance Learning based Whole Slide Image Classification |
Jiawei Yang |
code |
| Removal of Confounders via Invariant Risk Minimization for Medical Diagnosis |
Samira Zare |
code |
| Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches |
Mengya Xu |
code |
| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need |
An Wang |
code |
| Retrieval of surgical phase transitions using reinforcement learning |
Yitong Zhang |
code |
| Rib Suppression in Digital Chest Tomosynthesis |
Yihua Sun |
code |
| Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining |
Benjamin Billot |
code |
| RPLHR-CT Dataset and Transformer Baseline for Volumetric Super-Resolution from CT Scans |
Pengxin Yu |
code |
| S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning |
Manuel Tran |
code |
| Sample hardness based gradient loss for long-tailed cervical cell detection |
Minmin Liu |
code |
| SATr: Slice Attention with Transformer for Universal Lesion Detection |
Han Li |
code |
| Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction |
Beliz Gunel |
code |
| Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations |
Qiuhui Chen |
code |
| Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision |
Xiangde Luo |
code |
| SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priors |
Botond Fazekas |
code |
| Segmentation of Whole-brain Tractography: A Deep Learning Algorithm Based on 3D Raw Curve Points |
Logiraj Kumaralingam |
code |
| Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification |
Faris Almalik |
code |
| Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) |
Jue Jiang |
code |
| Self-Supervised Learning of Morphological Representation for 3D EM Segments with Cluster-Instance Correlations |
Chi Zhang |
code |
| Semi-supervised histological image segmentation via hierarchical consistency enforcement |
Qiangguo Jin |
code |
| Semi-supervised learning with data harmonisation for biomarker discovery from resting state fMRI |
Yi Hao Chan |
code |
| Semi-Supervised Medical Image Classification with Temporal Knowledge-Aware Regularization |
Qiushi Yang |
code |
| Semi-Supervised Medical Image Segmentation Using Cross-Model Pseudo-Supervision with Shape Awareness and Local Context Constraints |
Jinhua Liu |
code |
| Semi-Supervised Spatial Temporal Attention Network for Video Polyp Segmentation |
Xinkai Zhao |
code |
| Sensor Geometry Generalization to Untrained Conditions in Quantitative Ultrasound Imaging |
SeokHwan Oh |
code |
| SGT: Scene Graph-Guided Transformer for Surgical Report Generation |
Chen Lin |
code |
| Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency |
Yanda Meng |
code |
| ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation |
Ke Zhang |
code |
| Show, Attend and Detect: Towards Fine-grained Assessment of Abdominal Aortic Calcification on Vertebral Fracture Assessment Scans |
Syed Zulqarnain Gilani |
code |
| Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans |
Jiansheng Fang |
code |
| SLAM-TKA: Real-time Intra-operative Measurement of Tibial Resection Plane in Conventional Total Knee Arthroplasty |
Shuai Zhang |
code |
| Spatial-hierarchical Graph Neural Network with Dynamic Structure Learning for Histological Image Classification |
Wentai Hou |
code |
| Stay focused - Enhancing model interpretability through guided feature training |
Alexander C. Jenke |
code |
| Stepwise Feature Fusion: Local Guides Global |
Jinfeng Wang |
code |
| Stereo Depth Estimation via Self-Supervised Contrastive Representation Learning |
Samyakh Tukra |
code |
| Stroke lesion segmentation from low-quality and few-shot MRIs via similarity-weighted self-ensembling framework |
Dong Zhang |
code |
| Structure-consistent Restoration Network for Cataract Fundus Image Enhancement |
Heng Li |
code |
| Super-Focus: Domain Adaptation for Embryo Imaging via Self-Supervised Focal Plane Regression |
Peter He |
code |
| SUPER-IVIM-DC: Intra-voxel incoherent motion based Fetal lung maturity assessment from limited DWI data using supervised learning coupled with data-consistency |
Noam Korngut |
code |
| Supervised Contrastive Learning to Classify Paranasal Anomalies in the Maxillary Sinus |
Debayan Bhattacharya |
code |
| Supervised Deep Learning for Head Motion Correction in PET |
Tianyi Zeng |
code |
| Suppressing Poisoning Attacks on Federated Learning for Medical Imaging |
Naif Alkhunaizi |
code |
| Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer |
Lalithkumar Seenivasan |
code |
| Survival Prediction of Brain Cancer with Incomplete Radiology, Pathology, Genomic, and Demographic Data |
Can Cui |
code |
| SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI |
Junshen Xu |
code |
| Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI |
Jiahao Huang |
code |
| Task-oriented Self-supervised Learning for Anomaly Detection in Electroencephalography |
Yaojia Zheng |
code |
| Task-relevant Feature Replenishment for Cross-centre Polyp Segmentation |
Yutian Shen |
code |
| TBraTS: Trusted Brain Tumor Segmentation |
Ke Zou |
code |
| Test Time Transform Prediction for Open Set Histopathological Image Recognition |
Adrian Galdran |
code |
| Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift |
Wenao Ma |
code |
| Test-Time Adaptation with Shape Moments for Image Segmentation |
Mathilde Bateson |
code |
| Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology |
Marin Scalbert |
code |
| TGANet: Text-guided attention for improved polyp segmentation |
Nikhil Kumar Tomar |
code |
| The (de)biasing effect of GAN-based augmentation methods on skin lesion images |
Agnieszka Mikołajczyk |
code |
| The Dice loss in the context of missing or empty labels: introducing Φ and ϵ |
Sofie Tilborghs |
code |
| The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning |
Nicholas Konz |
code |
| The Semi-constrained Network-Based Statistic (scNBS): integrating local and global information for brain network inference |
Wei Dai |
code |
| TINC: Temporally Informed Non-Contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes |
Taha Emre |
code |
| TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction |
Numan Saeed |
code |
| Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency |
Weijie Ma |
code |
| Towards Holistic Surgical Scene Understanding |
Natalia Valderrama |
code |
| Towards Unsupervised Ultrasound Video Clinical Quality Assessment with Multi-Modality Data |
He Zhao |
code |
| Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages |
Peter Hirsch |
code |
| TransEM: Residual Swin-Transformer based regularized PET image reconstruction |
Rui Hu |
code |
| Transformer based feature fusion for left ventricle segmentation in 4D flow MRI |
Xiaowu Sun |
code |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation |
Ziniu Qian |
code |
| Transformer Based Multi-task Deep Learning with Intravoxel Incoherent Motion Model Fitting for Microvascular Invasion Prediction of Hepatocellular Carcinoma |
Haoyuan Huang |
code |
| Transformer Lesion Tracker |
Wen Tang |
code |
| TranSQ: Transformer-based Semantic Query for Medical Report Generation |
Ming Kong |
code |
| Trichomonas Vaginalis Segmentation in Microscope Images |
Lin Li |
code |
| UASSR:Unsupervised Arbitrary Scale Super-resolution Reconstruction of Single Anisotropic 3D images via Disentangled Representation Learning? |
Jiale Wang |
code |
| ULTRA: Uncertainty-aware Label Distribution Learning for Breast Tumor Cellularity Assessment |
Xiangyu Li |
code |
| Uncertainty Aware Sampling Framework of Weak-Label Learning for Histology Image Classification |
Asmaa Aljuhani |
code |
| Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention |
Han Yang |
code |
| UNeXt: MLP-based Rapid Medical Image Segmentation Network |
Jeya Maria Jose Valanarasu |
code |
| Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification |
Zhiyuan Cai |
code |
| Unsupervised Contrastive Learning of Image Representations from Ultrasound Videos with Hard Negative Mining |
Soumen Basu |
code |
| Unsupervised Cross-Domain Feature Extraction for Single Blood Cell Image Classification |
Raheleh Salehi |
code |
| Unsupervised Deep Non-Rigid Alignment by Low-Rank Loss and Multi-Input Attention |
Takanori Asanomi |
code |
| Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans |
Tony C. W. Mok |
code |
| Unsupervised Nuclei Segmentation using Spatial Organization Priors |
Loïc Le Bescond |
code |
| Unsupervised Representation Learning of Cingulate Cortical Folding Patterns |
Joël Chavas |
code |
| Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models |
Yizhe Zhang |
code |
| USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer |
Kyungsu Lee |
code |
| Vector Quantisation for Robust Segmentation |
Ainkaran Santhirasekaram |
code |
| Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images |
Gabriel Jimenez |
code |
| Visual explanations for the detection of diabetic retinopathy from retinal fundus images |
Valentyn Boreiko |
code |
| vMFNet: Compositionality Meets Domain-generalised Segmentation |
Xiao Liu |
code |
| Vol2Flow: Segment 3D Volumes using a Sequence of Registration Flows |
Adeleh Bitarafan |
code |
| WavTrans: Synergizing Wavelet and Cross-Attention Transformer for Multi-Contrast MRI Super-resolution |
Guangyuan Li |
code |
| Weakly Supervised Online Action Detection for Infant General Movements |
Tongyi Luo |
code |
| Weakly Supervised Segmentation by Tensor Graph Learning for Whole Slide Images |
Qinghua Zhang |
code |
| Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine |
Bailiang Jian |
code |
| What Makes for Automatic Reconstruction of Pulmonary Segments |
Kaiming Kuang |
code |
| Whole Slide Cervical Cancer Screening Using Graph Attention Network and Supervised Contrastive Learning |
Xin Zhang |
code |
| XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention |
Jiacheng Shi |
code |
| Y-Net: A Spatiospectral Dual-Encoder Network for Medical Image Segmentation |
Azade Farshad |
code |
