https://scottminer.rbind.io/tags/ai/AIHugoBlox Kit (https://hugoblox.com)en-usMon, 19 Jun 2023 00:00:00 +0000https://scottminer.rbind.io/media/sharing.pnghttps://scottminer.rbind.io/tags/ai/https://scottminer.rbind.io/projects/healthcare-expert-system/Mon, 19 Jun 2023 00:00:00 +0000https://scottminer.rbind.io/projects/healthcare-expert-system/<p>A rule-based expert system that models the decision logic used in heart failure telemonitoring. Given patient-reported measurements and symptoms, the system applies clinical rules to suggest self-care actions and flag situations that need a clinician&rsquo;s attention.</p> <h2 id="how-it-works">How it works</h2> <ul> <li>Domain knowledge is encoded as <strong>rules</strong> in Pyke, a Python knowledge engine.</li> <li>Patient facts (weight changes, blood pressure, symptoms) are asserted into the knowledge base.</li> <li>The inference engine fires matching rules to produce recommendations and alerts.</li> </ul> <h2 id="what-it-demonstrates">What it demonstrates</h2> <p>Symbolic AI and knowledge representation as a complement to statistical machine learning, and translating a real clinical workflow into explicit, auditable rules.</p>