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Papers

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TitleStatusHype
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical NeuroscienceCode0
Semi-supervised Learning for Segmentation of Bleeding Regions in Video Capsule Endoscopy0
Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study0
Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation0
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 Countries0
MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening0
Careful Whisper -- leveraging advances in automatic speech recognition for robust and interpretable aphasia subtype classification0
A Deep Learning Approach for Virtual Contrast Enhancement in Contrast Enhanced Spectral Mammography0
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung SoundsCode0
Automated COVID-19 CT Image Classification using Multi-head Channel Attention in Deep CNN0
Deep Learning and Computer Vision for Glaucoma Detection: A Review0
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET ScansCode0
AsdKB: A Chinese Knowledge Base for the Early Screening and Diagnosis of Autism Spectrum Disorder0
Recent advancement in Disease Diagnostic using machine learning: Systematic survey of decades, comparisons, and challenges0
Self-Supervised Learning of Gait-Based Biomarkers0
Improving image quality of sparse-view lung tumor CT images with U-NetCode0
An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO0
Demonstration of a Response Time Based Remaining Useful Life (RUL) Prediction for Software Systems0
Low-Cost Lung Cancer Detection Using Machine Learning on Breath Samples0
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation0
Bone mineral density estimation from a plain X-ray image by learning decomposition into projections of bone-segmented computed tomographyCode0
Parse and Recall: Towards Accurate Lung Nodule Malignancy Prediction like Radiologists0
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction0
Large Language Models Perform Diagnostic ReasoningCode0
Smooth Attention for Deep Multiple Instance Learning: Application to CT Intracranial Hemorrhage DetectionCode0
Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions0
A Novel Multi-Task Model Imitating Dermatologists for Accurate Differential Diagnosis of Skin Diseases in Clinical Images0
Machine-Learning-based Colorectal Tissue Classification via Acoustic Resolution Photoacoustic Microscopy0
The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant0
Measuring Perceived Trust in XAI-Assisted Decision-Making by Eliciting a Mental Model0
Multi-Dimensional Ability Diagnosis for Machine Learning AlgorithmsCode0
A scoping review on multimodal deep learning in biomedical images and texts0
Towards dialect-inclusive recognition in a low-resource language: are balanced corpora the answer?0
Transformer-based end-to-end classification of variable-length volumetric dataCode0
Improving Nonalcoholic Fatty Liver Disease Classification Performance With Latent Diffusion Models0
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows0
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis0
HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration0
AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound ClassificationCode0
Identification of Hemorrhage and Infarct Lesions on Brain CT Images using Deep Learning0
Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data0
Novel Pipeline for Diagnosing Acute Lymphoblastic Leukemia Sensitive to Related Biomarkers0
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering0
DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms using Self-adversarial Learning0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation0
Expert-Agnostic Ultrasound Image Quality Assessment using Deep Variational Clustering0
A ChatGPT Aided Explainable Framework for Zero-Shot Medical Image Diagnosis0
Generative Adversarial Networks for Dental Patient Identity Protection in Orthodontic Educational Imaging0
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images0
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