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 701–714 of 714 papers

TitleStatusHype
Machine learning approach of automatic identification and counting of blood cellsCode0
Machine learning approach of automatic identification and counting of blood cellsCode0
Taming False Positives in Out-of-Distribution Detection with Human FeedbackCode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Representation Learning for Medical DataCode0
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale BoosterCode0
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural NetworksCode0
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image SegmentationCode0
Defocus Blur Synthesis and Deblurring via Interpolation and Extrapolation in Latent SpaceCode0
Classification with Costly Features in Hierarchical Deep SetsCode0
SpecRepair: Counter-Example Guided Safety Repair of Deep Neural NetworksCode0
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer ScreeningCode0
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and ExplanationCode0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
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Benchmark Results

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