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 126–150 of 714 papers

TitleStatusHype
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural NetworksCode0
A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object DetectionCode0
Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved GeneralizationCode0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
Gradient Boosting Decision Trees on Medical Diagnosis over Tabular DataCode0
GREEN: a Graph REsidual rE-ranking Network for Grading Diabetic RetinopathyCode0
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AuthorsCode0
Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical DiagnosisCode0
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction TuningCode0
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial NetworksCode0
Leapfrog Latent Consistency Model (LLCM) for Medical Images GenerationCode0
MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model ExplanationsCode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
A Survey of Artificial Intelligence in Gait-Based Neurodegenerative Disease DiagnosisCode0
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
Financial Data Analysis Using Expert Bayesian Framework For Bankruptcy PredictionCode0
Dynamic Multimodal Information Bottleneck for Multimodality ClassificationCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT ClassificationCode0
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep NetworksCode0
Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal EndoscopyCode0
Do uHear? Validation of uHear App for Preliminary Screening of Hearing Ability in Soundscape StudiesCode0
DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian InferenceCode0
Adversarial Feature Map Pruning for BackdoorCode0
Dermatological Diagnosis Explainability Benchmark for Convolutional Neural NetworksCode0
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Benchmark Results

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