Jonathan Cagan

AUTOMATING INTERACTION DYNAMICS NOTATION FOR REAL-TIME TEAM ANALYSIS

Abstract Communication plays a central role in how engineering design teams generate ideas, negotiate decisions, and make progress. Interaction Dynamics Notation (IDN) offers a structured way to study these interactions, but its reliance on manual, post hoc coding limits how wide...

Unsupervised machine learning for placental disease using cell spatial organization

Artificial intelligence (AI) screening of placental slides and patient data uncovers decisive biomarkers, most notably decidual vasculopathy, that predict recurrent preeclampsia and adverse maternal–child outcomes 1–4 . Clinical adoption of such screening methods remains limited...