An efficient, ready‑to‑use workflow from whole‑slide image to biomarker prediction. STAMP is an end‑to‑end, weakly‑supervised deep‑learning pipeline that helps discover and evaluate candidate ...
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In this study, by integrating reservoir geological parameters, fracturing engineering parameters, and microseismic fracture interpretation data, multiple nonlinear machine learning models were ...