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

Showing 381–390 of 714 papers

TitleStatusHype
Robust Collaborative Learning of Patch-level and Image-level Annotations for Diabetic Retinopathy Grading from Fundus Image—0
Robustness of an Artificial Intelligence Solution for Diagnosis of Normal Chest X-Rays—0
SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection—0
Sample Complexity of Deep Active Learning—0
Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels—0
Sampling for Deep Learning Model Diagnosis (Technical Report)—0
Security and Privacy Challenges in Deep Learning Models—0
Segmentation of large images based on super-pixels and community detection in graphs—0
SeismoFlow -- Data augmentation for the class imbalance problem—0
Selecting a classification performance measure: matching the measure to the problem—0
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Benchmark Results

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