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 341–350 of 714 papers

TitleStatusHype
Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation—0
NIPUNA: A Novel Optimizer Activation Function for Deep Neural Networks—0
A Survey on Uncertainty Quantification Methods for Deep Learning—0
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural NetworksCode0
StudyFormer : Attention-Based and Dynamic Multi View Classifier for X-ray images—0
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective—0
Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment Regimes—0
Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection—0
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget—0
Conformalized Semi-supervised Random Forest for Classification and Abnormality DetectionCode0
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Benchmark Results

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