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 51–75 of 714 papers

TitleStatusHype
AD-LLM: Benchmarking Large Language Models for Anomaly DetectionCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal DataCode1
DDXPlus: A New Dataset For Automatic Medical DiagnosisCode1
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency departmentCode1
CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning ApproachCode1
BMAD: Benchmarks for Medical Anomaly DetectionCode1
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal ClassificationCode1
BreastScreening: On the Use of Multi-Modality in Medical Imaging DiagnosisCode1
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT ScansCode1
Belief in the Machine: Investigating Epistemological Blind Spots of Language ModelsCode1
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor DetectionCode1
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical DiagnosisCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge IntegrationCode1
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty QuantificationCode1
Cross-modal Memory Networks for Radiology Report GenerationCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
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Benchmark Results

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