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 151–200 of 714 papers

TitleStatusHype
A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma—0
Distributed Learning via Filtered Hyperinterpolation on Manifolds—0
Double-Linear Thompson Sampling for Context-Attentive Bandits—0
DSR: A Collection for the Evaluation of Graded Disease-Symptom Relations—0
Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics—0
A Survey on Uncertainty Quantification Methods for Deep Learning—0
Creating Scalable AGI: the Open General Intelligence Framework—0
A Survey on Open-Set Image Recognition—0
AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—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
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law—0
Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability—0
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis—0
Addressing the Real-world Class Imbalance Problem in Dermatology—0
A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)—0
Accountable Off-Policy Evaluation With Kernel Bellman Statistics—0
Differentially Private and Fair Classification via Calibrated Functional Mechanism—0
Discovering, Learning and Exploiting Relevance—0
Consistent Counterfactuals for Deep Models—0
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis—0
A sparse coding approach to inverse problems with application to microwave tomography—0
A Labeling-Free Approach to Supervising Deep Neural Networks for Retinal Blood Vessel Segmentation—0
Constrained Active Classification Using Partially Observable Markov Decision Processes—0
Construction of neural networks for realization of localized deep learning—0
ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning—0
A lightweight residual network for unsupervised deformable image registration—0
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering—0
Convolutional Neural Networks for Medical Diagnosis from Admission Notes—0
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—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
Crafting Adversarial Examples For Speech Paralinguistics Applications—0
Diagnosis-oriented Medical Image Compression with Efficient Transfer Learning—0
Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks—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
CT-image Super Resolution Using 3D Convolutional Neural Network—0
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Computer Aided ECG Analysis - State of the Art and Upcoming Challenges—0
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing—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
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Benchmark Results

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