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 391–400 of 714 papers

TitleStatusHype
Identifying the Context Shift between Test Benchmarks and Production Data—0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI ImagesCode0
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net—0
Federated learning: Applications, challenges and future directions—0
Self-Supervised Masking for Unsupervised Anomaly Detection and Localization—0
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation—0
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph—0
Neurochaos Feature Transformation and Classification for Imbalanced LearningCode0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
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Benchmark Results

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