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 76–100 of 714 papers

TitleStatusHype
Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical DiagnosisCode0
Optimization of Convolutional Neural Network Hyperparameter for Medical Image Diagnosis using Metaheuristic Algorithms: A short Recent Review (2019-2022)—0
An Intrinsically Explainable Approach to Detecting Vertebral Compression Fractures in CT Scans via Neurosymbolic Modeling—0
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis—0
NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical TextCode0
AD-LLM: Benchmarking Large Language Models for Anomaly DetectionCode1
Of Dice and Games: A Theory of Generalized Boosting—0
Rate-In: Information-Driven Adaptive Dropout Rates for Improved Inference-Time Uncertainty EstimationCode0
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders—0
The Return of Pseudosciences in Artificial Intelligence: Have Machine Learning and Deep Learning Forgotten Lessons from Statistics and History?—0
Why the Agent Made that Decision: Explaining Deep Reinforcement Learning with Vision Masks—0
Creating Scalable AGI: the Open General Intelligence Framework—0
Adversarial Prompt Distillation for Vision-Language Models—0
CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning ApproachCode1
Leapfrog Latent Consistency Model (LLCM) for Medical Images GenerationCode0
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability—0
MA^2: A Self-Supervised and Motion Augmenting Autoencoder for Gait-Based Automatic Disease Detection—0
Belief in the Machine: Investigating Epistemological Blind Spots of Language ModelsCode1
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyCode0
Random Token Fusion for Multi-View Medical Diagnosis—0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
Generative Conformal Prediction with Vectorized Non-Conformity Scores—0
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Benchmark Results

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