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Papers

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TitleStatusHype
Preservation of High Frequency Content for Deep Learning-Based Medical Image ClassificationCode0
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacyCode0
PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation LearningCode0
A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic CodesCode0
M(otion)-mode Based Prediction of Ejection Fraction using EchocardiogramsCode0
Motion-related Artefact Classification Using Patch-based Ensemble and Transfer Learning in Cardiac MRICode0
Convolution Neural Networks for diagnosing colon and lung cancer histopathological imagesCode0
Using Explainability to Inform Statistical Downscaling Based on Deep Learning Beyond Standard Validation ApproachesCode0
MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus InfectionCode0
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided DiagnosisCode0
Automated Classification of Histopathology Images Using Transfer LearningCode0
Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networksCode0
Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep LearningCode0
Convolutional Neural Network Model for Diabetic Retinopathy Feature Extraction and ClassificationCode0
A multiple testing framework for diagnostic accuracy studies with co-primary endpointsCode0
A Data-Driven Guided Decoding Mechanism for Diagnostic CaptioningCode0
Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer SectionsCode0
Swin-X2S: Reconstructing 3D Shape from 2D Biplanar X-ray with Swin TransformersCode0
Do LLMs suffer from Multi-Party Hangover? A Diagnostic Approach to Addressee Recognition and Response Selection in ConversationsCode0
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging AnalysisCode0
Visually Grounded Continual Language Learning with Selective SpecializationCode0
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve DetectionCode0
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image SegmentationCode0
Influence Analysis with Panel DataCode0
SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease DiagnosesCode0
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