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 326–350 of 714 papers

TitleStatusHype
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