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โThink in Systems, Not Symptomsโ 1. The Problem With Symptom-Based Thinking Traditional medicine often works like this: Symptom โ Diagnosis โ Drug If tired: Rule out anaemia, hypothyroid, depression. If bloated: Rule out IBS, lactose intolerance, GERD. Issue: It treats each symptom as isolated, not as part of a larger pattern or network. 2. What โSystems Thinkingโ Means Systems thinking looks at the body as an interconnected web, not just a sum of parts. It asks: What is the network behind these symptoms? How do organs, hormones, nerves, immunity, and behaviours interact? Is this one root issue showing up in many ways? 3. Medical Examples Case A: Patient reports: fatigue + sugar cravings + poor sleep Symptom-based approach: Fatigue? Order CBC, TSH. Sleep? Prescribe melatonin. Cravings? Diet advice. Systems approach: Possible early metabolic inflexibility Link between HPA axis dysfunction, insulin resistance, cortisol, and sleep architecture Intervention: Stabilize glucose, restore circadian rhythm, modulate stress response. Case B: Young woman: irregular periods + acne + anxiety + GI issues Symptom-based: Refer to gynae, psych, dermatologist, gastro. Systems approach: Common thread = PCOS with underlying inflammation + microbiome dysfunction Affects: skin, mood, gut, cycles. Treat from the root โ reduce inflammation, balance hormones via gut and insulin axis. 4. Where AI Enhances Systems Thinking AI can: Spot non-obvious patterns across systems. Cluster patients by shared underlying drivers, not just diagnosis. Track multidimensional data: sleep, CGM, HRV, mood, symptoms. It helps doctors ask: Whatโs the system out of balance here โ not just whatโs the name of the disease? 5. Why This Matters for the Future of Medicine Chronic diseases (diabetes, PCOS, depression, fatigue syndromes) are systemic, not linear. Weโre moving from disease treatment โ health restoration. Precision care = seeing the unique system imbalance in each patient. Key Takeaway: Don't chase symptoms. Trace the system. Diagnose dysfunction, not just disease.
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I am glad to share my other idea on Helthcare in which platform any user can identify a disease or condition based on a patient's signs, symptoms, medical history, and often through tests or imaging and provide medicine advice. which may helpfull for
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๐จ *AI is getting a memory. And that changes everything.* This week, OpenAI quietly started giving ChatGPT long-term memory โ it can now remember your preferences, goals, and even your business style. That means your AI wonโt just answer questions.
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Have you ever wondered how millionaires build lasting wealth and freedom? ๐๐ฉ๐ช๐ญ๐ฆ ๐ฎ๐ข๐ฏ๐บ ๐ง๐ช๐ฏ๐ข๐ฏ๐ค๐ช๐ข๐ญ "๐ฆ๐น๐ฑ๐ฆ๐ณ๐ต๐ด" ๐ฆ๐ฎ๐ฑ๐ฉ๐ข๐ด๐ช๐ป๐ฆ ๐ฉ๐ถ๐ด๐ต๐ญ๐ฆ ๐ข๐ฏ๐ฅ ๐จ๐ณ๐ช๐ฏ๐ฅ. (๐๐บ ๐๐๐) . ๐ญ. ๐ฐ ๐๐ผ๐ฐ๐๐ ๐ผ๐ป ๐ฃ๐ฎ๐๐๐ถ๐๐ฒ ๐๐ป๐ฐ๐ผ๐บ๐ฒ: T
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