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 301–325 of 714 papers

TitleStatusHype
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
MedViT: A Robust Vision Transformer for Generalized Medical Image ClassificationCode2
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
Variational Information Pursuit for Interpretable PredictionsCode1
Conformalized Semi-supervised Random Forest for Classification and Abnormality DetectionCode0
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis—0
Master's Thesis: Out-of-distribution Detection with Energy-based ModelsCode0
Statistical reproducibility of meta-analysis research claims for medical mask use in community settings to prevent COVID infection—0
Artificial Intelligence Model for Tumoral Clinical Decision Support Systems—0
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology—0
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training for X-ray Diagnosis—0
MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics—0
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image—0
Reasoning with Language Model Prompting: A SurveyCode3
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate DiagnosisCode1
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices—0
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications—0
Selective classification using a robust meta-learning approach—0
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks—0
Understanding and Enhancing Robustness of Concept-based Models—0
Utilising physics-guided deep learning to overcome data scarcityCode0
A Privacy-Preserving Outsourced Data Model in Cloud Environment—0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
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Benchmark Results

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