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 301–350 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
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
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal DataCode1
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
Physical Adversarial Attack meets Computer Vision: A Decade SurveyCode1
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis—0
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing—0
Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss—0
Chromosome Segmentation Analysis Using Image Processing Techniques and Autoencoders—0
Robust and Efficient Imbalanced Positive-Unlabeled Learning with Self-supervisionCode0
Robustness of an Artificial Intelligence Solution for Diagnosis of Normal Chest X-Rays—0
Automated recognition of the pericardium contour on processed CT images using genetic algorithms—0
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination—0
Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture—0
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices—0
Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks—0
Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia—0
Learning Relaxation for Multigrid—0
Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape StudiesCode0
Revealing Unfair Models by Mining Interpretable Evidence—0
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Benchmark Results

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