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
An Adaptive Black-box Backdoor Detection Method for Deep Neural NetworksCode0
Pneumonia Detection in Chest X-Rays using Neural Networks—0
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection—0
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies—0
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain—0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
A predictive analytics approach for stroke prediction using machine learning and neural networksCode0
Automation of reversible steganographic coding with nonlinear discrete optimisation—0
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest RadiographsCode0
Jury Learning: Integrating Dissenting Voices into Machine Learning Models—0
Physical Activity Recognition by Utilising Smartphone Sensor Signals—0
Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters—0
Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data—0
Few-shot Backdoor Defense Using Shapley Estimation—0
Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent—0
Magnifying Networks for Images with Billions of Pixels—0
Using Convolutional Neural Networks for fault analysis and alleviation in accelerator systems—0
Aiding Medical Diagnosis Through the Application of Graph Neural Networks to Functional MRI Scans—0
Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm—0
Explainable Deep Image Classifiers for Skin Lesion Diagnosis—0
Selective Ensembles for Consistent Predictions—0
Dialogue Inspectional Summarization with Factual Inconsistency Awareness—0
CVAD: A generic medical anomaly detector based on Cascade VAECode0
SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae—0
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
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
Tipping the Scales: A Corpus-Based Reconstruction of Adjective Scales in the McGill Pain Questionnaire—0
First to Possess His Statistics: Data-Free Model Extraction Attack on Tabular Data—0
Automated hypothesis generation via Evolutionary Abduction—0
Sample Complexity of Deep Active Learning—0
Calibration Regularized Training of Deep Neural Networks using Kernel Density Estimation—0
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
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
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
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Benchmark Results

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