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 251–260 of 714 papers

TitleStatusHype
Adversarial Feature Map Pruning for BackdoorCode0
Neuron Sensitivity Guided Test Case Selection for Deep Learning Testing—0
Large Language Models Perform Diagnostic ReasoningCode0
Detection of Monkeypox Cases Based on Symptoms Using XGBoost and Shapley Additive Explanations MethodsCode0
Analyzing the Impact of Adversarial Examples on Explainable Machine Learning—0
Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis—0
Evaluating AI systems under uncertain ground truth: a case study in dermatologyCode2
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the SpectrumCode0
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
BMAD: Benchmarks for Medical Anomaly DetectionCode1
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Benchmark Results

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