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 451–475 of 714 papers

TitleStatusHype
Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence AttentionCode0
Verifying Quantized Neural Networks using SMT-Based Model Checking—0
Fast and More Powerful Selective Inference for Sparse High-order Interaction Model—0
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
Leveraging Online Shopping Behaviors as a Proxy for Personal Lifestyle Choices: New Insights into Chronic Disease Prevention Literacy—0
Convolutional neural networks for Alzheimer’s disease detection on MRI imagesCode0
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
Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite RankingCode0
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs—0
Feature selection for medical diagnosis: Evaluation for using a hybrid Stacked-Genetic approach in the diagnosis of heart disease—0
Stabilized Medical Image AttacksCode0
Technical Challenges for Training Fair Neural Networks—0
Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels—0
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Benchmark Results

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