Theals Co.’s BlogHealthcare research and technology practice led by Aly Rogers, PhD. Medical writing, grant strategy, clinical data analytics, and healthcare technology.https://theals.comClinical ML reporting checklist that survives reviewer pressurehttps://theals.com/clinical-ml-reporting-checklisthttps://theals.com/clinical-ml-reporting-checklistA practical checklist for clinical prediction and imaging ML so results are interpretable, calibrated, and defensible.Sat, 03 Jan 2026 00:00:00 GMTProject intake tracks and what to send firsthttps://theals.com/intakehttps://theals.com/intakePick a track, send the minimal inputs, and get a first pass output quickly without scope drift.Sat, 03 Jan 2026 00:00:00 GMTWriting revisions that increase clarity without changing meaninghttps://theals.com/writing-revisionshttps://theals.com/writing-revisionsA repeatable editing pattern for scientific writing that reduces reviewer confusion and strengthens causal logic.Sat, 03 Jan 2026 00:00:00 GMT