| INSIGHT: Explainable Weakly-Supervised Medical Image Analysis | Dec 2, 2024 | Inductive BiasMedical Image Analysis | —Unverified | 0 | 0 |
| Intelligent Multi-channel Meta-imagers for Accelerating Machine Vision | Jun 12, 2023 | Decision MakingMedical Image Analysis | —Unverified | 0 | 0 |
| Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation | Apr 13, 2021 | Active LearningGeneral Classification | —Unverified | 0 | 0 |
| Intrinsic Bias Identification on Medical Image Datasets | Mar 24, 2022 | AttributeMedical Image Analysis | —Unverified | 0 | 0 |
| Introducing SDICE: An Index for Assessing Diversity of Synthetic Medical Datasets | Sep 28, 2024 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Explainable Medical Imaging AI Needs Human-Centered Design: Guidelines and Evidence from a Systematic Review | Dec 21, 2021 | Medical Image Analysis | —Unverified | 0 | 0 |
| Invariant Scattering Transform for Medical Imaging | Apr 20, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| Invariant Scattering Transform for Medical Imaging | Jul 7, 2023 | Decision MakingDeep Learning | —Unverified | 0 | 0 |
| Investigating certain choices of CNN configurations for brain lesion segmentation | Dec 2, 2022 | Brain Tumor SegmentationLesion Segmentation | —Unverified | 0 | 0 |
| IP-UNet: Intensity Projection UNet Architecture for 3D Medical Volume Segmentation | Aug 24, 2023 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| Is attention all you need in medical image analysis? A review | Jul 24, 2023 | AllMedical Image Analysis | —Unverified | 0 | 0 |
| Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images? | Mar 3, 2024 | Medical Image AnalysisTransfer Learning | —Unverified | 0 | 0 |
| Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer | May 5, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| JOSA: Joint surface-based registration and atlas construction of brain geometry and function | Oct 22, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation | Oct 28, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Keeping Representation Similarity in Finetuning for Medical Image Analysis | Mar 10, 2025 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Kernel Self-Attention in Deep Multiple Instance Learning | May 25, 2020 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 | 0 |
| Known Operator Learning and Hybrid Machine Learning in Medical Imaging --- A Review of the Past, the Present, and the Future | Aug 10, 2021 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 | 0 |
| Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions | Mar 22, 2023 | Medical Image AnalysisSurvey | —Unverified | 0 | 0 |
| Label Stability in Multiple Instance Learning | Mar 15, 2017 | Medical Image AnalysisMultiple Instance Learning | —Unverified | 0 | 0 |
| Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments | Dec 18, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation | Mar 16, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms | Jun 9, 2023 | Computational EfficiencyImage Segmentation | —Unverified | 0 | 0 |
| Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning | Dec 8, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students | Aug 15, 2022 | Medical Image Analysis | —Unverified | 0 | 0 |
| Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images | May 19, 2021 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 | 0 |
| Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients | Sep 17, 2019 | DescriptiveMedical Image Analysis | —Unverified | 0 | 0 |
| Learning Discriminative Representations for Fine-Grained Diabetic Retinopathy Grading | Nov 4, 2020 | Diabetic Retinopathy GradingMedical Image Analysis | —Unverified | 0 | 0 |
| Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography | Mar 1, 2020 | Breast Cancer DetectionMedical Image Analysis | —Unverified | 0 | 0 |
| Learning Image Labels On-the-fly for Training Robust Classification Models | Sep 22, 2020 | DiagnosticGeneral Classification | —Unverified | 0 | 0 |
| Learning Nuclei Representations with Masked Image Modelling | Jun 29, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation | Aug 29, 2023 | Data AugmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation | Apr 23, 2022 | DecoderMedical Image Analysis | —Unverified | 0 | 0 |
| Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction | Apr 14, 2025 | Exposure CorrectionImage Enhancement | —Unverified | 0 | 0 |
| Learning to Segment Anatomical Structures Accurately from One Exemplar | Jul 6, 2020 | AnatomyMedical Image Analysis | —Unverified | 0 | 0 |
| Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs | Aug 8, 2023 | AnatomyDeep Learning | —Unverified | 0 | 0 |
| Learning under Distributed Weak Supervision | Jun 3, 2016 | Brain SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Left Ventricle Segmentation in Cardiac MR Images Using Fully Convolutional Network | Feb 21, 2018 | Left Ventricle SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| LesionPaste: One-Shot Anomaly Detection for Medical Images | Mar 12, 2022 | Anomaly DetectionMedical Image Analysis | —Unverified | 0 | 0 |
| Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations | Mar 19, 2023 | Data AugmentationImage Generation | —Unverified | 0 | 0 |
| Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data | Dec 2, 2021 | Medical Image AnalysisTumor Segmentation | —Unverified | 0 | 0 |
| Leveraging object detection for the identification of lung cancer | May 25, 2023 | Computational EfficiencyMedical Image Analysis | —Unverified | 0 | 0 |
| Leveraging Semi-Supervised Graph Learning for Enhanced Diabetic Retinopathy Detection | Sep 2, 2023 | Data AugmentationDiabetic Retinopathy Detection | —Unverified | 0 | 0 |
| Leveraging Video Vision Transformer for Alzheimer's Disease Diagnosis from 3D Brain MRI | Jan 27, 2025 | Medical Image Analysis | —Unverified | 0 | 0 |
| LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration | May 29, 2024 | DecoderImage Registration | —Unverified | 0 | 0 |
| Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities | Oct 16, 2016 | Decision MakingMedical Image Analysis | —Unverified | 0 | 0 |
| Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods | Nov 18, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 | 0 |
| LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset | Jan 16, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| M2ANET: Mobile Malaria Attention Network for efficient classification of plasmodium parasites in blood cells | May 23, 2024 | DiagnosticMedical Image Analysis | —Unverified | 0 | 0 |
| M3BUNet: Mobile Mean Max UNet for Pancreas Segmentation on CT-Scans | Jan 18, 2024 | Automated Pancreas SegmentationMedical Image Analysis | —Unverified | 0 | 0 |