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 201–250 of 714 papers

TitleStatusHype
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
Deep learning trends for focal brain pathology segmentation in MRI—0
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification—0
A metrological framework for uncertainty evaluation in machine learning classification models—0
Enhancing Deep Learning Model Explainability in Brain Tumor Datasets using Post-Heuristic Approaches—0
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning—0
A Simple Approximation Algorithm for Optimal Decision Tree—0
Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation—0
Computer Aided ECG Analysis - State of the Art and Upcoming Challenges—0
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images—0
Deep Ultrasound Denoising Using Diffusion Probabilistic Models—0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—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
Comparison of Two Augmentation Methods in Improving Detection Accuracy of Hemarthrosis—0
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans—0
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review—0
A Review of Confidentiality Threats Against Embedded Neural Network Models—0
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering—0
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey—0
A Real-time Endoscopic Image Denoising System—0
Adaptive Temperature Scaling for Robust Calibration of Deep Neural Networks—0
Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Differentially private training of neural networks with Langevin dynamics for calibrated predictive uncertainty—0
Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders—0
Discovering, Learning and Exploiting Relevance—0
Discovery of Important Subsequences in Electrocardiogram Beats Using the Nearest Neighbour Algorithm—0
Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters—0
Disease Labeling via Machine Learning is NOT quite the same as Medical Diagnosis—0
Distributed Learning via Filtered Hyperinterpolation on Manifolds—0
COGNET-MD, an evaluation framework and dataset for Large Language Model benchmarks in the medical domain—0
DiversityMedQA: Assessing Demographic Biases in Medical Diagnosis using Large Language Models—0
Are all outliers alike? On Understanding the Diversity of Outliers for Detecting OODs—0
Automatic White Blood Cell Measuring Aid for Medical Diagnosis—0
Double-Linear Thompson Sampling for Context-Attentive Bandits—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
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence—0
Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models in Medical Diagnosis using Crowdsourced Clinical Cases—0
Backdoor Defense via Test-Time Detecting and Repairing—0
D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators—0
DSR: A Collection for the Evaluation of Graded Disease-Symptom Relations—0
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking—0
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction—0
Empirical performance maximization for linear rank statistics—0
Enhancing Electrical Impedance Tomography reconstruction using Learned Half-Quadratic Splitting Networks with Anderson Acceleration—0
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Benchmark Results

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