| Diagnostic Quality Assessment of Fundus Photographs: Hierarchical Deep Learning with Clinically Significant Explanations | Feb 18, 2023 | Diagnostic | —Unverified | 0 |
| Classification of Lung Pathologies in Neonates using Dual Tree Complex Wavelet Transform | Feb 14, 2023 | Diagnosticimage-classification | —Unverified | 0 |
| Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging | Feb 13, 2023 | Diagnostic | CodeCode Available | 0 |
| DEPAS: De-novo Pathology Semantic Masks using a Generative Model | Feb 13, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Deep Learning and Medical Imaging for COVID-19 Diagnosis: A Comprehensive Survey | Feb 13, 2023 | COVID-19 DiagnosisDeep Learning | —Unverified | 0 |
| Geometric Constraints Enable Self-Supervised Sinogram Inpainting in Sparse-View Tomography | Feb 13, 2023 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks | Feb 11, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| Multi-class Brain Tumor Segmentation using Graph Attention Network | Feb 11, 2023 | Brain Tumor SegmentationBraTS2021 | —Unverified | 0 |
| Exploratory Analysis of Federated Learning Methods with Differential Privacy on MIMIC-III | Feb 8, 2023 | DiagnosticFederated Learning | —Unverified | 0 |
| A Critical Review of the Impact of Candidate Copy Number Variants on Autism Spectrum Disorders | Feb 7, 2023 | Diagnostic | —Unverified | 0 |
| An Expert System to Diagnose Spinal Disorders | Feb 7, 2023 | Diagnostic | —Unverified | 0 |
| COVID-19 Infection Analysis Framework using Novel Boosted CNNs and Radiological Images | Feb 6, 2023 | DecoderDiagnostic | —Unverified | 0 |
| LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images | Feb 6, 2023 | Diagnostic | —Unverified | 0 |
| Intra-operative Brain Tumor Detection with Deep Learning-Optimized Hyperspectral Imaging | Feb 6, 2023 | Diagnostic | —Unverified | 0 |
| Novel Fundus Image Preprocessing for Retcam Images to Improve Deep Learning Classification of Retinopathy of Prematurity | Feb 6, 2023 | DiagnosticTransfer Learning | —Unverified | 0 |
| Development of an Immersive Virtual Colonoscopy Viewer for Colon Growths Diagnosis | Feb 6, 2023 | Diagnostic | —Unverified | 0 |
| Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation Approaches | Feb 3, 2023 | DiagnosticExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Leveraging weak complementary labels to improve semantic segmentation of hepatocellular carcinoma and cholangiocarcinoma in H&E-stained slides | Feb 3, 2023 | DiagnosticSegmentation | —Unverified | 0 |
| Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging | Feb 3, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| Transport-based morphometry of nuclear structures of digital pathology images in cancers | Feb 2, 2023 | Diagnostic | CodeCode Available | 0 |
| Deep-Learning Tool for Early Identifying Non-Traumatic Intracranial Hemorrhage Etiology based on CT Scan | Feb 2, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| A Light-weight CNN Model for Efficient Parkinson's Disease Diagnostics | Feb 2, 2023 | DiagnosticTime Series | —Unverified | 0 |
| Detecting Histologic & Clinical Glioblastoma Patterns of Prognostic Relevance | Feb 1, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Using Machine Learning to Develop Smart Reflex Testing Protocols | Feb 1, 2023 | DiagnosticImputation | —Unverified | 0 |
| Comprehensive and user-analytics-friendly cancer patient database for physicians and researchers | Feb 1, 2023 | Diagnostic | —Unverified | 0 |
| AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference | Feb 1, 2023 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Cross-Subject Deep Transfer Models for Evoked Potentials in Brain-Computer Interface | Jan 29, 2023 | BenchmarkingBrain Computer Interface | —Unverified | 0 |
| CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans | Jan 28, 2023 | DiagnosticOrgan Segmentation | —Unverified | 0 |
| Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets | Jan 28, 2023 | Bias DetectionDiagnostic | CodeCode Available | 0 |
| MVKT-ECG: Efficient Single-lead ECG Classification on Multi-Label Arrhythmia by Multi-View Knowledge Transferring | Jan 28, 2023 | DiagnosticECG Classification | —Unverified | 0 |
| Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? | Jan 27, 2023 | DiagnosticDiversity | CodeCode Available | 0 |
| Evaluating Probabilistic Classifiers: The Triptych | Jan 25, 2023 | Diagnostic | —Unverified | 0 |
| A convolutional neural network of low complexity for tumor anomaly detection | Jan 24, 2023 | Anomaly DetectionClassification | —Unverified | 0 |
| DELTA-MRI: Direct deformation Estimation from LongiTudinally Acquired k-space data | Jan 23, 2023 | Change Detectioncompressed sensing | —Unverified | 0 |
| Towards Rigorous Understanding of Neural Networks via Semantics-preserving Transformations | Jan 19, 2023 | Diagnostic | —Unverified | 0 |
| Global mapping of fragmented rocks on the Moon with a neural network: Implications for the failure mode of rocks on airless surfaces | Jan 19, 2023 | Diagnostic | —Unverified | 0 |
| Three-dimensional reconstruction and characterization of bladder deformations | Jan 18, 2023 | DiagnosticImage Segmentation | —Unverified | 0 |
| Beyond the exome: what's next in diagnostic testing for Mendelian conditions | Jan 18, 2023 | Diagnostic | —Unverified | 0 |
| Statistical inference for the logarithmic spatial heteroskedasticity model with exogenous variables | Jan 17, 2023 | Diagnostic | —Unverified | 0 |
| Multicenter automatic detection of invasive carcinoma on breast whole slide images | Jan 17, 2023 | DiagnosticTransfer Learning | —Unverified | 0 |
| MAFUS: a Framework to predict mortality risk in MAFLD subjects | Jan 17, 2023 | ArticlesDiagnostic | —Unverified | 0 |
| Deep Learning based Novel Cascaded Approach for Skin Lesion Analysis | Jan 16, 2023 | ClassificationDecoder | —Unverified | 0 |
| Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images | Jan 16, 2023 | DiagnosticDiversity | —Unverified | 0 |
| Brain tumour genetic network signatures of survival | Jan 15, 2023 | Diagnostic | —Unverified | 0 |
| Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes | Jan 14, 2023 | AllDeep Learning | —Unverified | 0 |
| Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting | Jan 13, 2023 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study | Jan 12, 2023 | DiagnosticPrognosis | —Unverified | 0 |
| Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning | Jan 9, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Artificial Intelligence Model for Tumoral Clinical Decision Support Systems | Jan 9, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer | Jan 7, 2023 | ClassificationDiagnostic | —Unverified | 0 |