| Protecting Intellectual Property of EEG-based Neural Networks with Watermarking | Feb 9, 2025 | DiagnosticEEG | CodeCode Available | 0 |
| Benchmarking machine learning for bowel sound pattern classification from tabular features to pretrained models | Feb 21, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Keep Moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks | Oct 7, 2023 | Continual LearningDiagnostic | CodeCode Available | 0 |
| Multi-modal Point-of-Care Diagnostics for COVID-19 Based On Acoustics and Symptoms | Jun 1, 2021 | Diagnostic | CodeCode Available | 0 |
| IODeep: an IOD for the introduction of deep learning in the DICOM standard | Nov 10, 2023 | DiagnosticFederated Learning | CodeCode Available | 0 |
| IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports | Apr 30, 2025 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| A novel framework employing deep multi-attention channels network for the autonomous detection of metastasizing cells through fluorescence microscopy | Sep 2, 2023 | Diagnostic | CodeCode Available | 0 |
| 3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI | Aug 11, 2020 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Deep Learning-based Patient Re-identification Is able to Exploit the Biometric Nature of Medical Chest X-ray Data | Mar 15, 2021 | DiagnosticRetrieval | CodeCode Available | 0 |
| Is Multilingual BERT Fluent in Language Generation? | Oct 9, 2019 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| A Cascaded Dilated Convolution Approach for Mpox Lesion Classification | Dec 13, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 |
| A Vessel Bifurcation Landmark Pair Dataset for Abdominal CT Deformable Image Registration (DIR) Validation | Jan 15, 2025 | DiagnosticImage Registration | CodeCode Available | 0 |
| A Laplacian Pyramid Based Generative H&E Stain Augmentation Network | May 23, 2023 | Diagnostic | CodeCode Available | 0 |
| I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers | Jan 26, 2025 | Diagnostic | CodeCode Available | 0 |
| Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture | Apr 22, 2023 | DecoderDiagnostic | CodeCode Available | 0 |
| Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks | Mar 16, 2018 | DiagnosticSemantic Segmentation | CodeCode Available | 0 |
| Diffusion Transformer Model With Compact Prior for Low-dose PET Reconstruction | Jul 1, 2024 | Diagnostic | CodeCode Available | 0 |
| Semantic Textual Similarity Assessment in Chest X-ray Reports Using a Domain-Specific Cosine-Based Metric | Feb 19, 2024 | DiagnosticMachine Translation | CodeCode Available | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Jul 1, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 0 |
| UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt -- A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis | Apr 27, 2024 | DiagnosticPrompt Engineering | CodeCode Available | 0 |
| Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRI | Mar 13, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
| Combating Ambiguity for Hash-code Learning in Medical Instance Retrieval | May 19, 2021 | DiagnosticRetrieval | CodeCode Available | 0 |
| UMIT: Unifying Medical Imaging Tasks via Vision-Language Models | Mar 20, 2025 | DiagnosticMedical Image Analysis | CodeCode Available | 0 |
| A unified test for regression discontinuity designs | May 9, 2022 | Diagnosticregression | CodeCode Available | 0 |
| Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? | Jan 27, 2023 | DiagnosticDiversity | CodeCode Available | 0 |
| SemiHVision: Enhancing Medical Multimodal Models with a Semi-Human Annotated Dataset and Fine-Tuned Instruction Generation | Oct 19, 2024 | DiagnosticGPU | CodeCode Available | 0 |
| Multiplex Nodal Modularity: A novel network metric for the regional analysis of amnestic mild cognitive impairment during a working memory binding task | Jan 16, 2025 | Diagnostic | CodeCode Available | 0 |
| Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging | Jan 4, 2023 | Diagnostic | CodeCode Available | 0 |
| Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images | May 30, 2018 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks | Jul 25, 2019 | DiagnosticImage Registration | CodeCode Available | 0 |
| Multi-Scale Feature Fusion using Parallel-Attention Block for COVID-19 Chest X-ray Diagnosis | Apr 25, 2023 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Autopet III challenge: Incorporating anatomical knowledge into nnUNet for lesion segmentation in PET/CT | Sep 18, 2024 | DiagnosticLesion Segmentation | CodeCode Available | 0 |
| QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering | Oct 17, 2023 | DiagnosticQuestion Answering | CodeCode Available | 0 |
| Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification | May 18, 2024 | DiagnosticLesion Classification | CodeCode Available | 0 |
| Diffusion Classifiers Understand Compositionality, but Conditions Apply | May 23, 2025 | Diagnostic | CodeCode Available | 0 |
| Multi-site Diagnostic Classification Of Schizophrenia Using 3D CNN On Aggregated Task-based fMRI Data | Oct 11, 2022 | Deep LearningDiagnostic | CodeCode Available | 0 |
| QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning | May 6, 2022 | DiagnosticQuestion Answering | CodeCode Available | 0 |
| Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning | Jul 6, 2022 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |
| DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities | Aug 12, 2021 | Diagnosticimage-classification | CodeCode Available | 0 |
| Adversarial Convolutional Networks with Weak Domain-Transfer for Multi-Sequence Cardiac MR Images Segmentation | Aug 25, 2019 | DiagnosticSegmentation | CodeCode Available | 0 |
| What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? | Jul 18, 2019 | Dependency ParsingDiagnostic | CodeCode Available | 0 |
| CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions | Jan 3, 2019 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack | Mar 5, 2021 | Adversarial AttackDiagnostic | CodeCode Available | 0 |
| Multi-Task Accelerated MR Reconstruction Schemes for Jointly Training Multiple Contrasts | Oct 19, 2021 | DiagnosticMRI Reconstruction | CodeCode Available | 0 |
| VoiceGRPO: Modern MoE Transformers with Group Relative Policy Optimization GRPO for AI Voice Health Care Applications on Voice Pathology Detection | Mar 5, 2025 | DiagnosticMixture-of-Experts | CodeCode Available | 0 |
| Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI | Nov 13, 2023 | Anomaly ClassificationDiagnostic | CodeCode Available | 0 |
| SCoRE: Benchmarking Long-Chain Reasoning in Commonsense Scenarios | Mar 8, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| Diagnostic Tool for Out-of-Sample Model Evaluation | Jun 22, 2022 | Diagnosticmodel | CodeCode Available | 0 |
| Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slides | Apr 6, 2023 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |
| Multi-task Ensembles with Crowdsourced Features Improve Skin Lesion Diagnosis | Apr 28, 2020 | DiagnosticMulti-Task Learning | CodeCode Available | 0 |