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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 714 papers

TitleStatusHype
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