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 551–600 of 714 papers

TitleStatusHype
Application of machine learning for hematological diagnosis—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia—0
Applying Quantum Autoencoders for Time Series Anomaly Detection—0
A Privacy-Preserving Outsourced Data Model in Cloud Environment—0
A probabilistic network for the diagnosis of acute cardiopulmonary diseases—0
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs—0
A Real-time Endoscopic Image Denoising System—0
A Review of Confidentiality Threats Against Embedded Neural Network Models—0
Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation—0
A Simple Approximation Algorithm for Optimal Decision Tree—0
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
A sparse coding approach to inverse problems with application to microwave tomography—0
A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)—0
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law—0
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time—0
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions—0
A Survey on Open-Set Image Recognition—0
A Survey on Uncertainty Quantification Methods for Deep Learning—0
Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm—0
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network—0
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images—0
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices—0
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review—0
Automated hypothesis generation via Evolutionary Abduction—0
Automated Optical Reading of Scanned ECGs—0
Comparison of algorithms in Foreign Exchange Rate Prediction—0
Automated recognition of the pericardium contour on processed CT images using genetic algorithms—0
Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture—0
Automatic White Blood Cell Measuring Aid for Medical Diagnosis—0
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models—0
A Voice Controlled E-Commerce Web Application—0
Backdoor Defense via Test-Time Detecting and Repairing—0
Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics—0
Bias-Resilient Neural Network—0
Blocking Transferability of Adversarial Examples in Black-Box Learning Systems—0
Boosting the Transferability of Adversarial Samples via Attention—0
Bounds on marginal probability distributions—0
Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation—0
Breaking the Gold Standard: Extracting Forgotten Data under Exact Unlearning in Large Language Models—0
Bridging the inference gap in Mutimodal Variational Autoencoders—0
Building RadiologyNET: Unsupervised annotation of a large-scale multimodal medical database—0
Calibration Regularized Training of Deep Neural Networks using Kernel Density Estimation—0
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net—0
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images—0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis—0
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Benchmark Results

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