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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 714 papers

TitleStatusHype
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
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
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
A Privacy-Preserving Outsourced Data Model in Cloud Environment—0
Utilising physics-guided deep learning to overcome data scarcityCode0
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning—0
Introduction and Exemplars of Uncertainty Decomposition—0
Semantic Decomposition Improves Learning of Large Language Models on EHR Data—0
Framework Construction of an Adversarial Federated Transfer Learning Classifier—0
Self-supervised Model Based on Masked Autoencoders Advance CT Scans Classification—0
Gastrointestinal Disorder Detection with a Transformer Based Approach—0
Tripletformer for Probabilistic Interpolation of Irregularly sampled Time SeriesCode0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
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Benchmark Results

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