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 301–325 of 714 papers

TitleStatusHype
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
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Benchmark Results

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