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 231–240 of 714 papers

TitleStatusHype
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis PredictionCode1
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images—0
FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image AnalysisCode1
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
Wav2vec-based Detection and Severity Level Classification of Dysarthria from Speech—0
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
When to Trust AI: Advances and Challenges for Certification of Neural Networks—0
Multi-level feature fusion network combining attention mechanisms for polyp segmentation—0
Optimizing Audio Augmentations for Contrastive Learning of Health-Related Acoustic Signals—0
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care—0
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Benchmark Results

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