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 251–300 of 714 papers

TitleStatusHype
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics—0
Pinball-OCSVM for early-stage COVID-19 diagnosis with limited posteroanterior chest X-ray images—0
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain—0
ECG Segmentation using a Neural Network as the Basis for Detection of Cardiac Pathologies—0
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs—0
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence—0
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking—0
Framework Construction of an Adversarial Federated Transfer Learning Classifier—0
Gaussian Mixture Reduction for Time-Constrained Approximate Inference in Hybrid Bayesian Networks—0
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future—0
A probabilistic network for the diagnosis of acute cardiopulmonary diseases—0
Classification with Rejection Based on Cost-sensitive Classification—0
A Privacy-Preserving Outsourced Data Model in Cloud Environment—0
Adapting to Label Shift with Bias-Corrected Calibration—0
Federated learning: Applications, challenges and future directions—0
Aiding Medical Diagnosis Through the Application of Graph Neural Networks to Functional MRI Scans—0
Chromosome Segmentation Analysis Using Image Processing Techniques and Autoencoders—0
A 65 nm Bayesian Neural Network Accelerator with 360 fJ/Sample In-Word GRNG for AI Uncertainty Estimation—0
Applying Quantum Autoencoders for Time Series Anomaly Detection—0
ACCELERATION: Sequentially-scanning DECT Imaging Using High Temporal Resolution Image Reconstruction And Temporal Extrapolation—0
Feature selection for medical diagnosis: Evaluation for using a hybrid Stacked-Genetic approach in the diagnosis of heart disease—0
Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations—0
ChatGPT and post-test probability—0
Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs—0
Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia—0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis—0
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Agentic Large Language Models, a survey—0
Application of machine learning for hematological diagnosis—0
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net—0
Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis—0
Explainable AI meets Healthcare: A Study on Heart Disease Dataset—0
Explainable AI for Enhancing Efficiency of DL-based Channel Estimation—0
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification—0
A Novel Retinal Image Contrast Enhancement -- Fuzzy-Based Method—0
Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations—0
Feature Selection based on PCA and PSO for Multimodal Medical Image Fusion using DTCWT—0
Few-shot Backdoor Defense Using Shapley Estimation—0
eXplainable Artificial Intelligence on Medical Images: A Survey—0
Explainable Deep Image Classifiers for Skin Lesion Diagnosis—0
Evolving Tsukamoto Neuro Fuzzy Model for Multiclass Covid 19 Classification with Chest X Ray Images—0
Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey—0
Explaining Predictions of Deep Neural Classifier via Activation Analysis—0
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image—0
Evaluation of Joint Multi-Instance Multi-Label Learning For Breast Cancer Diagnosis—0
Exploring the Efficacy of Partial Denoising Using Bit Plane Slicing for Enhanced Fracture Identification: A Comparative Study of Deep Learning-Based Approaches and Handcrafted Feature Extraction Techniques—0
Extended Particle Swarm Optimization (EPSO) for Feature Selection of High Dimensional Biomedical Data—0
Calibration Regularized Training of Deep Neural Networks using Kernel Density Estimation—0
Annotation of negation in the IULA Spanish Clinical Record Corpus—0
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Benchmark Results

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