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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 714 papers

TitleStatusHype
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
A Deep Learning Approach for Diabetic Retinopathy detection using Transfer Learning—0
A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma—0
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders—0
4D-CAT: Synthesis of 4D Coronary Artery Trees from Systole and Diastole—0
A Survey on Uncertainty Quantification Methods for Deep Learning—0
Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks—0
Creating Scalable AGI: the Open General Intelligence Framework—0
A Survey on Open-Set Image Recognition—0
Crafting Adversarial Examples For Speech Paralinguistics Applications—0
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—0
Convolutional Neural Network to Restore Low-Dose Digital Breast Tomosynthesis Projections in a Variance Stabilization Domain—0
Convolutional Neural Networks for Medical Diagnosis from Admission Notes—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
ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning—0
Construction of neural networks for realization of localized deep learning—0
Constrained Active Classification Using Partially Observable Markov Decision Processes—0
A study on deep feature extraction to detect and classify Acute Lymphoblastic Leukemia (ALL)—0
A lightweight residual network for unsupervised deformable image registration—0
Addressing the Real-world Class Imbalance Problem in Dermatology—0
AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution—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
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model—0
Human-Expert-Level Brain Tumor Detection Using Deep Learning with Data Distillation and Augmentation—0
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
A Labeling-Free Approach to Supervising Deep Neural Networks for Retinal Blood Vessel Segmentation—0
A Simple Approximation Algorithm for Optimal Decision Tree—0
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation—0
Computer Aided ECG Analysis - State of the Art and Upcoming Challenges—0
HeteroMed: Heterogeneous Information Network for Medical Diagnosis—0
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
Artificial Intelligence for Emotion-Semantic Trending and People Emotion Detection During COVID-19 Social Isolation—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
Hear Your Code Fail, Voice-Assisted Debugging for Python—0
Harnessing Explanations to Bridge AI and Humans—0
Comparison of Two Augmentation Methods in Improving Detection Accuracy of Hemarthrosis—0
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights—0
Identification and Visualization of the Underlying Independent Causes of the Diagnostic of Diabetic Retinopathy made by a Deep Learning Classifier—0
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis—0
Identifying the Context Shift between Test Benchmarks and Production Data—0
Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis—0
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules—0
Improve Uncertainty Estimation for Unknown Classes in Bayesian Neural Networks with Semi-Supervised /One Set Classification—0
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans—0
Show:102550
← PrevPage 7 of 15Next →

Benchmark Results

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