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 401–450 of 714 papers

TitleStatusHype
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Minimal Multi-Layer Modifications of Deep Neural Networks—0
Learning Optimal Conformal ClassifiersCode1
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
A Generic Knowledge Based Medical Diagnosis Expert System—0
Consistent Counterfactuals for Deep Models—0
First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data—0
Tipping the Scales: A Corpus-Based Reconstruction of Adjective Scales in the McGill Pain Questionnaire—0
Automated hypothesis generation via Evolutionary Abduction—0
Calibration Regularized Training of Deep Neural Networks using Kernel Density Estimation—0
Sample Complexity of Deep Active Learning—0
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation—0
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failureCode0
Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks—0
Detecting OODs as datapoints with High Uncertainty—0
White blood cell subtype detection and classification—0
DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19—0
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation—0
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions—0
Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units—0
Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty—0
Explainable Diabetic Retinopathy Detection and Retinal Image GenerationCode1
Multi-Class Classification of Blood Cells -- End to End Computer Vision based diagnosis case study—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—0
Medical Profile Model: Scientific and Practical Applications in HealthcareCode0
Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence AttentionCode0
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
Verifying Quantized Neural Networks using SMT-Based Model Checking—0
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model—0
Task-driven Semantic Coding via Reinforcement LearningCode1
Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge—0
SpecRepair: Counter-Example Guided Safety Repair of Deep Neural NetworksCode0
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future—0
Novel Deep Learning Architecture for Heart Disease Prediction using Convolutional Neural Network—0
Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction—0
Private Facial Diagnosis as an Edge Service for Parkinson's DBS Treatment Valuation—0
PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM—0
A Review of Confidentiality Threats Against Embedded Neural Network Models—0
Convolutional neural networks for Alzheimer’s disease detection on MRI imagesCode0
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy—0
Weakly Supervised Multi-task Learning for Concept-based Explainability—0
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data—0
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI DataCode0
MixDefense: A Defense-in-Depth Framework for Adversarial Example Detection Based on Statistical and Semantic Analysis—0
Estimation of atrial fibrillation from lead-I ECGs: Comparison with cardiologists and machine learning model (CurAlive), a clinical validation study—0
QZNs: Quantum Z-numbers—0
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Benchmark Results

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