| Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience | Aug 6, 2023 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| Semi-supervised Learning for Segmentation of Bleeding Regions in Video Capsule Endoscopy | Aug 5, 2023 | DiagnosticSegmentation | —Unverified | 0 |
| Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study | Aug 4, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation | Aug 4, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Designing a Deep Learning-Driven Resource-Efficient Diagnostic System for Metastatic Breast Cancer: Reducing Long Delays of Clinical Diagnosis and Improving Patient Survival in Developing Countries | Aug 4, 2023 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening | Aug 2, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Careful Whisper -- leveraging advances in automatic speech recognition for robust and interpretable aphasia subtype classification | Aug 2, 2023 | Automatic Speech RecognitionDecoder | —Unverified | 0 |
| A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography | Aug 1, 2023 | Diagnostic | —Unverified | 0 |
| AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds | Aug 1, 2023 | Asthmatic Lung Sound ClassificationAudio Classification | CodeCode Available | 0 |
| Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN | Jul 31, 2023 | Computed Tomography (CT)Diagnostic | —Unverified | 0 |
| Deep Learning and Computer Vision for Glaucoma Detection: A Review | Jul 31, 2023 | BenchmarkingDeep Learning | —Unverified | 0 |
| Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET Scans | Jul 31, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 0 |
| AsdKB: A Chinese Knowledge Base for the Early Screening and Diagnosis of Autism Spectrum Disorder | Jul 31, 2023 | DiagnosticQuestion Answering | —Unverified | 0 |
| Recent advancement in Disease Diagnostic using machine learning: Systematic survey of decades, comparisons, and challenges | Jul 31, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Self-Supervised Learning of Gait-Based Biomarkers | Jul 30, 2023 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Improving image quality of sparse-view lung tumor CT images with U-Net | Jul 28, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO | Jul 25, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Demonstration of a Response Time Based Remaining Useful Life (RUL) Prediction for Software Systems | Jul 23, 2023 | DiagnosticManagement | —Unverified | 0 |
| Low-Cost Lung Cancer Detection Using Machine Learning on Breath Samples | Jul 22, 2023 | DiagnosticSpecificity | —Unverified | 0 |
| Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation | Jul 21, 2023 | DiagnosticImage Segmentation | —Unverified | 0 |
| Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomography | Jul 21, 2023 | Density EstimationDiagnostic | CodeCode Available | 0 |
| Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction like Radiologists | Jul 20, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Multi-objective point cloud autoencoders for explainable myocardial infarction prediction | Jul 20, 2023 | AnatomyDeep Learning | —Unverified | 0 |
| Large Language Models Perform Diagnostic Reasoning | Jul 18, 2023 | DiagnosticMedical Diagnosis | CodeCode Available | 0 |
| Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage Detection | Jul 18, 2023 | DiagnosticMultiple Instance Learning | CodeCode Available | 0 |
| Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions | Jul 18, 2023 | Diagnostic | —Unverified | 0 |
| A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images | Jul 17, 2023 | DiagnosticMulti-Task Learning | —Unverified | 0 |
| Machine-Learning-based Colorectal Tissue Classification via Acoustic Resolution Photoacoustic Microscopy | Jul 17, 2023 | Diagnostic | —Unverified | 0 |
| The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant | Jul 16, 2023 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model | Jul 15, 2023 | Decision MakingDiagnostic | —Unverified | 0 |
| Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms | Jul 14, 2023 | cognitive diagnosisDiagnostic | CodeCode Available | 0 |
| A scoping review on multimodal deep learning in biomedical images and texts | Jul 14, 2023 | Cross-Modal RetrievalDecision Making | —Unverified | 0 |
| Towards dialect-inclusive recognition in a low-resource language: are balanced corpora the answer? | Jul 14, 2023 | Diagnostic | —Unverified | 0 |
| Transformer-based end-to-end classification of variable-length volumetric data | Jul 13, 2023 | Diagnostic | CodeCode Available | 0 |
| Improving Nonalcoholic Fatty Liver Disease Classification Performance With Latent Diffusion Models | Jul 13, 2023 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Embracing the chaos: analysis and diagnosis of numerical instability in variational flows | Jul 12, 2023 | Diagnostic | —Unverified | 0 |
| UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis | Jul 12, 2023 | DiagnosticMedical Image Segmentation | —Unverified | 0 |
| HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration | Jul 11, 2023 | Diagnosticwhole slide images | —Unverified | 0 |
| AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification | Jul 10, 2023 | Asthmatic Lung Sound ClassificationAudio Classification | CodeCode Available | 0 |
| Identification of Hemorrhage and Infarct Lesions on Brain CT Images using Deep Learning | Jul 10, 2023 | Diagnostic | —Unverified | 0 |
| Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data | Jul 9, 2023 | DiagnosticEvent Detection | —Unverified | 0 |
| Novel Pipeline for Diagnosing Acute Lymphoblastic Leukemia Sensitive to Related Biomarkers | Jul 8, 2023 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering | Jul 6, 2023 | DiagnosticImage Enhancement | —Unverified | 0 |
| DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning | Jul 6, 2023 | AnatomyDiagnostic | —Unverified | 0 |
| Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation | Jul 6, 2023 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Expert-Agnostic Ultrasound Image Quality Assessment using Deep Variational Clustering | Jul 5, 2023 | ClusteringDiagnostic | —Unverified | 0 |
| A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis | Jul 5, 2023 | Diagnosticimage-classification | —Unverified | 0 |
| Generative Adversarial Networks for Dental Patient Identity Protection in Orthodontic Educational Imaging | Jul 5, 2023 | De-identificationDiagnostic | —Unverified | 0 |
| Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios | Jul 4, 2023 | DiagnosticDomain Adaptation | —Unverified | 0 |
| Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images | Jul 4, 2023 | AttributeClassification | —Unverified | 0 |