early-detection

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#early-detection

There’s a Fatty Liver Epidemic. AI Could Help Get Ahead of It

Wired · 2026-08-13 Cached

This Wired article explores how AI could help detect fatty liver disease earlier by analyzing electronic health records and lab reports, potentially enabling prevention and reversal of liver damage.

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#early-detection

Elephant alert! AI warning systems aim to avoid deadly clashes

MIT Technology Review · 2026-06-23 Cached

AI-powered early warning systems using infrared sensors and drones are being deployed in India to reduce deadly clashes between humans and wild elephants.

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#early-detection

Early Detection of Alzheimer's Disease Using Explainable Machine Learning on Clinical Biomarkers: A Multi-Class Classification Study Using the Alzheimer's Disease Neuroimaging Initiative (ADNI) Dataset

arXiv cs.AI · 2026-06-04 Cached

This study develops an XGBoost classifier using SHAP explainability on eight clinical biomarkers from the ADNI dataset to achieve three-class Alzheimer's disease detection (normal cognition, MCI, AD), reaching a macro AUC of 0.982 and Cohen's kappa of 0.909 on the held-out test set. SHAP analysis identifies CDR Global as the dominant predictor for NC and MCI, while CDR-SB and MMSE together drive AD classification.

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New AI model spots pancreatic cancer up to 3 years earlier than human doctors in test

Reddit r/artificial · 2026-05-08 Cached

A new AI model (REDMOD) can detect pancreatic cancer up to three years earlier than human doctors by analyzing CT scans for subtle irregularities, potentially improving early diagnosis and survival rates.

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