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 451–500 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
TAD: Trigger Approximation based Black-box Trojan Detection for AI—0
A Matrix-based Distance of Pythagorean Fuzzy Set and its Application in Medical Diagnosis—0
Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT ClassificationCode0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images—0
Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation—0
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation—0
More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination—0
Learning Anthropometry from Rendered Humans—0
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis—0
A Deep Learning Approach for Diabetic Retinopathy detection using Transfer Learning—0
Stabilized Medical Attacks—0
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning—0
Ensemble model for pre-discharge icd10 coding prediction—0
Dependency Decomposition and a Reject Option for Explainable Models—0
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable—0
ESAD: End-to-end Deep Semi-supervised Anomaly Detection—0
Explaining Predictions of Deep Neural Classifier via Activation Analysis—0
ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic—0
MIINet: An Image Quality Improvement Framework for Supporting Medical Diagnosis—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks—0
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images—0
Explainable AI meets Healthcare: A Study on Heart Disease Dataset—0
Photonics for artificial intelligence and neuromorphic computing—0
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Benchmark Results

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