SOTAVerified

Medical Diagnosis

Medical Diagnosis is the process of identifying the disease a patient is affected by, based on the assessment of specific risk factors, signs, symptoms and results of exams.

Source: A probabilistic network for the diagnosis of acute cardiopulmonary diseases

Papers

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Showing 101–150 of 714 papers

TitleStatusHype
Uncertainty Quantification on Clinical Trial Outcome PredictionCode1
CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning ApproachCode1
An Empirical Study of Uncertainty Estimation Techniques for Detecting Drift in Data Streams—0
An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks—0
Adversarial Examples: Opportunities and Challenges—0
Adversarial Encoder-Multi-Task-Decoder for Multi-Stage Processes—0
Anchored Discrete Factor Analysis—0
A Comprehensive Survey on the Risks and Limitations of Concept-based Models—0
Construction of neural networks for realization of localized deep learning—0
Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture—0
Automated recognition of the pericardium contour on processed CT images using genetic algorithms—0
Advantages and a Limitation of Using LEG Nets in a Real-TIme Problem—0
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation—0
Comparison of algorithms in Foreign Exchange Rate Prediction—0
Automated Optical Reading of Scanned ECGs—0
Analyzing the Impact of Adversarial Examples on Explainable Machine Learning—0
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning—0
Automatic White Blood Cell Measuring Aid for Medical Diagnosis—0
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models—0
A Voice Controlled E-Commerce Web Application—0
Backdoor Defense via Test-Time Detecting and Repairing—0
An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference—0
Automated hypothesis generation via Evolutionary Abduction—0
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating—0
Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics—0
4D-CAT: Synthesis of 4D Coronary Artery Trees from Systole and Diastole—0
ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning—0
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review—0
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders—0
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices—0
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images—0
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images—0
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis—0
Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network—0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
A Model for Medical Diagnosis Based on Plantar Pressure—0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions—0
Consistent Counterfactuals for Deep Models—0
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans—0
A metrological framework for uncertainty evaluation in machine learning classification models—0
Comparison of Two Augmentation Methods in Improving Detection Accuracy of Hemarthrosis—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning—0
Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records—0
Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm—0
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DenseNet-161Average Precision0.74—Unverified