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 201–210 of 714 papers

TitleStatusHype
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
An Improved Deep Convolutional Neural Network by Using Hybrid Optimization Algorithms to Detect and Classify Brain Tumor Using Augmented MRI ImagesCode0
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the SpectrumCode0
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and ExplanationCode0
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer ScreeningCode0
Dynamic Multimodal Information Bottleneck for Multimodality ClassificationCode0
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyCode0
Detection of Monkeypox Cases Based on Symptoms Using XGBoost and Shapley Additive Explanations MethodsCode0
BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuningCode0
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Benchmark Results

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