| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 |
| Automotive Speed Estimation: Sensor Types and Error Characteristics from OBD-II to ADAS | Dec 31, 2024 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data | Dec 12, 2018 | DiagnosticNovelty Detection | CodeCode Available | 0 |
| Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence | Jun 26, 2019 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning | Jul 10, 2022 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification | Sep 20, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Automatic Generation of Inference Making Questions for Reading Comprehension Assessments | Jun 9, 2025 | DiagnosticReading Comprehension | CodeCode Available | 0 |
| DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners | Sep 7, 2023 | DiagnosticVisual Grounding | CodeCode Available | 0 |
| Learning Contextual Hierarchical Structure of Medical Concepts with Poincairé Embeddings to Clarify Phenotypes | Nov 3, 2018 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision Mamba | Sep 25, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| Neural Theorem Provers Do Not Learn Rules Without Exploration | Jun 17, 2019 | Automated Theorem ProvingDiagnostic | CodeCode Available | 0 |
| Tensor-based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI | Mar 14, 2023 | Diagnostic | CodeCode Available | 0 |
| VoxMed: One-Step Respiratory Disease Classifier using Digital Stethoscope Sounds | Jul 10, 2024 | Diagnostic | CodeCode Available | 0 |
| Learning Deep MRI Reconstruction Models from Scratch in Low-Data Regimes | Jan 6, 2023 | DiagnosticMRI Reconstruction | CodeCode Available | 0 |
| Learning Diverse Features in Vision Transformers for Improved Generalization | Aug 30, 2023 | DiagnosticDiversity | CodeCode Available | 0 |
| TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions | Jan 29, 2018 | 3D Medical Imaging SegmentationDiagnostic | CodeCode Available | 0 |
| Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific Features | Jul 3, 2017 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Radiomic fingerprints for knee MR images assessment | Jun 25, 2025 | Diagnostic | CodeCode Available | 0 |
| Neuron-level explainable AI for Alzheimer’s disease assessment from fundus images | Apr 2, 2024 | Diagnostic | CodeCode Available | 0 |
| RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generation | Jul 22, 2024 | DiagnosticQuestion Answering | CodeCode Available | 0 |
| Simple lessons from complex learning: what a neural network model learns about cosmic structure formation | Jun 9, 2022 | CoLADiagnostic | CodeCode Available | 0 |
| Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images | Jun 14, 2022 | DiagnosticImage Quality Assessment | CodeCode Available | 0 |
| Learning from the few: Fine-grained approach to pediatric wrist pathology recognition on a limited dataset | Aug 24, 2024 | Diagnostic | CodeCode Available | 0 |
| Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets | Oct 3, 2022 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Test Harder than You Train: Probing with Extrapolation Splits | Nov 1, 2021 | DiagnosticOpen-Ended Question Answering | CodeCode Available | 0 |
| RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization | Jun 25, 2022 | Diagnostic | CodeCode Available | 0 |
| Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques | Apr 25, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Chronic Obstructive Pulmonary Disease Severity Classification using lung sound | Jun 6, 2024 | ClassificationDiagnostic | CodeCode Available | 0 |
| Learning Interpretable Anatomical Features Through Deep Generative Models: Application to Cardiac Remodeling | Jul 18, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| NoCoLA: The Norwegian Corpus of Linguistic Acceptability | Jun 13, 2023 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Chest X-Ray Images Classification with CNN | Dec 31, 2022 | ClassificationDiagnostic | CodeCode Available | 0 |
| Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network | Nov 6, 2020 | DiagnosticImage Enhancement | CodeCode Available | 0 |
| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Detection of Intracranial Hemorrhage for Trauma Patients | Aug 20, 2024 | 3D Object DetectionAnatomy | CodeCode Available | 0 |
| Testing Pre-trained Language Models' Understanding of Distributivity via Causal Mediation Analysis | Sep 11, 2022 | DiagnosticNatural Language Inference | CodeCode Available | 0 |
| ASD-DiagNet: A hybrid learning approach for detection of Autism Spectrum Disorder using fMRI data | Apr 16, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational Study | Feb 14, 2025 | DiagnosticSemantic Segmentation | CodeCode Available | 0 |
| Towards Causality-Aware Inferring: A Sequential Discriminative Approach for Medical Diagnosis | Mar 14, 2020 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis | Jul 7, 2020 | ClassificationDiagnostic | CodeCode Available | 0 |
| Test Time Training for 4D Medical Image Interpolation | Feb 4, 2025 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT | Aug 17, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Learning Task-Specific Strategies for Accelerated MRI | Apr 25, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Nonlinear methods to quantify Movement Variability in Human-Humanoid Interaction Activities | Oct 17, 2018 | DiagnosticTime Series | CodeCode Available | 0 |
| Automated Retinal Image Analysis and Medical Report Generation through Deep Learning | Aug 14, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 0 |
| Automated Measurement of Vascular Calcification in Femoral Endarterectomy Patients Using Deep Learning | Nov 27, 2023 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting | Sep 15, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 0 |
| Artificial Intelligence in Ovarian Cancer Histopathology: A Systematic Review | Mar 31, 2023 | DiagnosticPrognosis | CodeCode Available | 0 |
| Detection of Body Packs in Abdominal CT scans Through Artificial Intelligence | Dec 26, 2024 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Learning to Distill Global Representation for Sparse-View CT | Aug 16, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation | Nov 7, 2024 | DiagnosticTumor Segmentation | CodeCode Available | 0 |