severity prediction
1개 벤치마크 · 논문 95편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
A Fuzzy Rule-based Neuro-Symbolic Approach for Pipe Severity Prediction in Sewer Networks
CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software
CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data
Diagnosing COVID-19 Severity from Chest X-Ray Images Using ViT and CNN Architectures
Papers
A Fuzzy Rule-based Neuro-Symbolic Approach for Pipe Severity Prediction in Sewer Networks
Standard automated sewer pipe severity assessment relies on direct image classification, creating a "black box" where the link between visual defects and final severity scores remains implicit. This study introduces a mo…
Image Classificationseverity predictionImputation-free transformer learning enables robust Alzheimer's disease prediction and calibrated uncertainty quantification across heterogeneous clinical cohorts
Accurate diagnostic classification and disease-severity prediction for Alzheimer's disease are hampered by the incompleteness and heterogeneity of real-world clinical data. Left unaddressed, these barriers prevent reliab…
severity predictionA Machine Learning Surrogate for Component Criticality Ranking in Interdependent Power-Communication Networks
Cyber-physical power systems are vulnerable to cascading failures caused by tight interdependencies between power and communication infrastructures. Evaluating these failures over large N-k contingency sets with a high-f…
severity predictionTraMP-LLaMA: Generative Interpretability with Decoupled Instruction Tuning for Facial Expression Quality Assessment
Existing facial expression quality assessment (FEQA) methods typically produce only a severity score, without explicitly communicating the observable facial motion evidence that supports the prediction. This limits inter…
severity predictionRecallRisk-BERT: A Multi-Task Framework for Post-Report Medical Device Recall Triage
Medical device recalls are a critical regulatory mechanism for protecting patient safety. The growing volume of FDA recall records presents challenges in post-report recall triage, severity assessment, and root-cause int…
severity predictionT-IMPACT: A Severity-Aware Benchmark for Contextual Image-Text Manipulation
Recent advances in vision-language models and generative editing systems have made it increasingly easy to produce persuasive multimodal misinformation by altering images, text, or both jointly. However, existing dataset…
severity prediction