SOTAVerified

severity prediction

Papers

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Showing 1–50 of 67 papers

TitleStatusHype
E-bike agents: Large Language Model-Driven E-Bike Accident Analysis and Severity Prediction—0
CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical DataCode0
Leveraging Embedding Techniques in Multimodal Machine Learning for Mental Illness Assessment—0
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN ArchitecturesCode0
K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction PredictionCode1
Evaluating Spoken Language as a Biomarker for Automated Screening of Cognitive Impairment—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
From Point to probabilistic gradient boosting for claim frequency and severity prediction—0
Speech Recognition-based Feature Extraction for Enhanced Automatic Severity Classification in Dysarthric Speech—0
Geographical Information Alignment Boosts Traffic Analysis via Transpose Cross-attention—0
Crash Severity Risk Modeling Strategies under Data Imbalance—0
Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networksCode1
AtGCN: A Graph Convolutional Network For Ataxic Gait Detection—0
Severity Prediction in Mental Health: LLM-based Creation, Analysis, Evaluation of a Novel Multilingual Dataset—0
Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks—0
SugarViT -- Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet—0
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gaitCode0
Applying Bayesian Ridge Regression AI Modeling in Virus Severity Prediction—0
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications—0
Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder—0
A generalized framework to predict continuous scores from medical ordinal labelsCode0
Use of Speech Impairment Severity for Dysarthric Speech Recognition—0
An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT ScansCode0
Towards Automated COVID-19 Presence and Severity Classification—0
TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road NetworksCode1
Dynamic Healthcare Embeddings for Improving Patient CareCode0
2D and 3D CNN-Based Fusion Approach for COVID-19 Severity Prediction from 3D CT-ScansCode0
Predicting crash injury severity in smart cities: a novel computational approach with wide and deep learning modelCode0
Incremental Value and Interpretability of Radiomics Features of Both Lung and Epicardial Adipose Tissue for Detecting the Severity of COVID-19 Infection—0
Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machineCode0
A speech corpus for chronic kidney disease—0
MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity PredictionCode0
Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction—0
MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity PredictionCode0
Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution ShiftCode1
Is this bug severe? A text-cum-graph based model for bug severity prediction—0
GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity EstimationCode1
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom PretrainingsCode1
A Comparative Study on Application of Class-Imbalance Learning for Severity Prediction of Adverse Events Following Immunization—0
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations—0
Interpretable Prediction of Pulmonary Hypertension in Newborns using Echocardiograms—0
The Severity Prediction of The Binary And Multi-Class Cardiovascular Disease -- A Machine Learning-Based Fusion ApproachCode0
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations—0
A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysisCode0
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity PredictionCode1
A Comparative Study on Machine Learning-based Approaches for Improving Traffic Accident Severity PredictionCode0
Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networks—0
Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 dataCode0
Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application—0
CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source SoftwareCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DS-UNetRMSE1.3—Unverified