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 61–70 of 714 papers

TitleStatusHype
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
DDXPlus: A New Dataset For Automatic Medical DiagnosisCode1
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT ScansCode1
BMAD: Benchmarks for Medical Anomaly DetectionCode1
Detecting Anomalies within Time Series using Local Neural TransformationsCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor DetectionCode1
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and ClassificationCode1
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Benchmark Results

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