Tag: Explainable

A retrospective study in high-grade serous tubo-ovarian carcinoma found that HRDPath inferred homologous recombination deficiency from pathology slides with an ...

A prospective Vietnamese cohort found that explainable machine learning could rank in-hospital mortality risk in acute heart failure, but it ...

A divergence-aware federated framework achieved 95.75% accuracy on non-IID email-malware benchmarks while generating visual explanations for its predictions.

Researchers at Amrita Vishwa Vidyapeetham built an explainable machine learning framework that predicts student dropout risk from academic, financial, health, ...

A new dual layer explainable AI framework pairs an optimized XGBoost churn predictor with SHAP and LIME explanations, validated through ...

Concrete is one of the largest sources of human-made carbon emissions, and the race to replace it with greener alternatives ...

A unified framework combining federated learning, differential privacy and explainable AI tackles drift, fairness and privacy in credit scoring, revealing ...

A machine learning framework classifies patients across three diabetes stages with 98.7% accuracy while explaining exactly which clinical variables drove ...

Anxiety, depression and mild cognitive impairment are quietly eroding the academic lives of young adults between 18 and 30, and ...

The study's design reflects a broader tension in neuroimaging research between model complexity and data availability. Task-based fMRI experiments typically ...