This AI Can Predict Disease 5 Years Before Symptom Appear
Автор: Dr. Ashkan Nasr DO; MPH
Загружено: 2025-05-19
Просмотров: 863
🚀 PREDICTIVE MEDICINE: AI Early Disease Detection Before Symptoms | Physician Efficiency Series Episode 11
Can AI detect diseases years before symptoms appear? In this groundbreaking episode, Dr. Ashkan Nasr, PGY-3 Internal Medicine Resident with Master's in Public Health from USC, explores the revolutionary field of predictive medicine and AI-powered early disease detection. Discover how artificial intelligence is transforming healthcare from reactive treatment to proactive prevention, using cutting-edge examples from recent breakthrough studies in cardiac risk assessment, Alzheimer's detection, and cancer screening.
💥 BREAKTHROUGH AI DISEASE DETECTION FEATURED:
• Mass General's revolutionary AI predicting 10-year cardiovascular risk from chest X-rays
• Cambridge's advanced machine learning model forecasting Alzheimer's using MRI brain connectivity
• Cutting-edge blood tests detecting multiple cancers through circulating tumor DNA fragments
• AI-powered biomarker discovery enabling faster, personalized, and proactive medical interventions
📺 DETAILED CHAPTERS:
00:00 – Introduction: The Future of Predictive Healthcare and Channel Purpose
00:22 – What is Predictive Medicine? AI-Powered Early Disease Detection Explained
01:48 – Traditional vs. Predictive Medicine: Revolutionary Healthcare Paradigm Shift
04:36 – Case Studies in Predictive Medicine: Real-World AI Applications
08:00 – Impact on Patients and Clinicians: Transforming Healthcare Delivery
09:27 – Ethical Considerations and Future Outlook: AI in Medicine Responsibilities
12:59 – Conclusion and Call to Action: Join the Predictive Medicine Revolution
📱 CONNECT WITH DR. ASH:
• Website: https://askdoctorash.com/dr-ashkan-na...
• Patreon: / askdoctorash – Get exclusive predictive medicine study notes, AI healthcare insights, and behind-the-scenes content!
• Full Physician Efficiency Series: • Physician Efficiency Series: Tools for Dai...
• Instagram: @AskDoctorAsh – Daily clinical AI tips, predictive medicine case breakdowns, and healthcare innovation updates!
⚠️ MEDICAL AI DISCLAIMER:
This content is for educational purposes only. While inspired by widely available clinical research, peer-reviewed studies, and evidence-based medicine, all cases, conversations, and assessments presented are AI-generated or interpreted and are not substitutes for professional medical or mental health care. This video is not affiliated with or endorsed by any third-party medical education provider or healthcare technology company. Viewers should not consider this medical advice. Implementation of predictive medicine should be guided by professional clinical judgment, institutional protocols, and evidence-based practice guidelines.
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#PredictiveMedicine #AIHealthcare #EarlyDiseaseDetection #PredictiveAnalytics #AICardiology #AlzheimersAI #CancerDetection #PrecisionMedicine #HealthcareAI #MedicalAI #BiomarkerDiscovery #ClinicalAI #HealthcareInnovation #MedicalTechnology
📌References:
Heart Disease Prediction from Chest X-rays
Weiss J, Putman RK, et al. Deep learning enables genetic assessment of pulmonary arterial hypertension using chest x-rays. American Journal of Respiratory and Critical Care Medicine. 2021
Alzheimer's Disease Early Detection
Tam A, Dansereau C, et al. A highly predictive signature of cognition and brain atrophy for progression to Alzheimer's dementia. GigaScience. 2019
Blood Tests for Cancer Detection
Liu MC, Oxnard GR, et al. Sensitive and specific multi-cancer detection and localization using methylation signatures in cell-free DNA. Annals of Oncology. 2020
Guardant Health. Shield Test Technical Information. 2023
Implementation and Population Impact
Wang P, Xiao X, et al. Real-world study of a deep learning system for early disease prediction using routine clinical laboratory tests. Nature Communications. 2022
Ethical Considerations and Limitations
Gerke S, Minssen T, Cohen G. Ethical and legal challenges of artificial intelligence-driven healthcare. Artificial Intelligence in Healthcare. 2020
Predictive vs. Preventive Medicine
Goetz LH, Schork NJ. Personalized medicine: motivation, challenges, and progress. Fertility and Sterility. 2018
Real-World Implementation
Mayo Clinic. Artificial intelligence in health care: Mayo Clinic is advancing the future of health care with AI. 2023
Stanford Medicine. Stanford Medicine and Google Research pilot digital pathology application of large foundation models. Press Release. 2023
VA Office of Research and Development. Using artificial intelligence to predict health risks among veterans. 2023
Brigham and Women's Hospital. Artificial intelligence model detects diabetes using electrocardiogram. Press Release. 2023
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