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 51–75 of 714 papers

TitleStatusHype
Evaluating the feasibility of using Generative Models to generate Chest X-Ray DataCode1
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty CalibrationCode1
Explainable Diabetic Retinopathy Detection and Retinal Image GenerationCode1
Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and ClassificationCode1
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion ModelsCode1
Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based ApproachesCode1
DDXPlus: A New Dataset For Automatic Medical DiagnosisCode1
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency departmentCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
Deep learning for photoacoustic imaging: a surveyCode1
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal ClassificationCode1
Detecting Anomalies within Time Series using Local Neural TransformationsCode1
Differences between human and machine perception in medical diagnosisCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT ScansCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor DetectionCode1
Belief in the Machine: Investigating Epistemological Blind Spots of Language ModelsCode1
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis PredictionCode1
BMAD: Benchmarks for Medical Anomaly DetectionCode1
Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGACode1
Show:102550
← PrevPage 3 of 29Next →

Benchmark Results

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