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Chapters & Sections (204)
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00:00
Host Welcome and Show Overview
00:32
Guest Arrival and Book Introduction
01:05
Name Clarification and Personal Background
01:37
Discussion of TED Talk and Current Medical Landscape
02:09
Shallow Medicine and Diagnostic Error Statistics
02:40
Radiologist Workload and False Negative Rates
03:12
Impact of Time Constraints on Diagnosis Accuracy
03:44
Limitations of Current Screening Programs
04:16
False Positive Rates in Mammography and PSA Tests
04:47
Statistical Evidence of Overdiagnosis
05:18
Combining User, Instrument, and Imaging Errors
05:51
Bayes Theorem and Risk-Based Screening
06:21
Cardiovascular Traditional Risk Factors
06:51
Genetic Risk Scoring for Heart Disease
07:24
Personal Experience with 23andMe Data
07:54
Data Ownership and App Functionality
08:25
App Development and Family History Insights
08:56
Risk Score Update and Statin Decision
09:26
Harvard Professor on Average Person Fallacy
09:58
Medical System's Reliance on the Average Model
10:31
Rare Congenital Bone Disease (Osteochondritis)
11:03
Early Surgical Interventions and Long-Term Prognosis
12:06
Knee Replacement Experience and Pain Management Attempts
13:08
Physical Therapy Failures and Emotional Struggles
14:10
Empathy Gap in Chronic Pain Care and Opioid Risks
15:13
Finding a Specialized Physical Therapist and New Treatment Plan
16:15
Supportive Care from a Friend
16:46
Progression of Arthritis and Medical Consultations
17:17
Referral to Rheumatology and Diagnostic Pathway
17:47
Bureaucracy and Diagnostic Limitations in Healthcare
18:18
AI as a Solution for Individualized Care
18:49
Smartwatch Heart Rhythm Detection Overview
19:21
How a Single-Lead ECG Works in Wearables
19:51
Atrial Fibrillation Basics and Stroke Risk
20:22
Heart Rhythm vs Palpitations in Wearable Alerts
21:25
Potential for False Alarms and User Experience
21:56
FDA Approval of Deep Learning Algorithms in Consumer Devices
22:27
Data Accumulation vs Analysis in Healthcare
22:58
Recognition of Deep Learning Pioneers and Industry Shift
24:01
Dermatologist vs AI Performance Study
24:33
Replication of Dermatology AI Studies
25:05
Personal Health Monitoring App Idea
25:38
Hypochondria and AI Anxiety
26:40
AI for Urinary Tract Infection Diagnosis
27:11
Screening vs Treatment Decision Making
28:12
AI in Colonoscopy for Polyp Detection
28:44
Real-Time AI Video Analysis in Endoscopy
29:16
Restoring Doctor-Patient Time and Trust
29:47
Reducing Low-Level Clinical Workload
30:18
General Practitioner Role in Complex Cases
30:49
Population Growth and Doctor Shortage
31:21
Business of Medicine and Data Overload
31:52
Electronic Medical Records and Healthcare Economics
32:22
Healthcare as the Largest Employer
32:54
GDP Share of Healthcare Spending
33:25
Fragmented Medical Records and AI Solutions
33:55
Data Volume, Learning Algorithms, and Personal Limits
34:28
Children as Data Collection Opportunities
35:59
Secure Personal Health Records and Family Ownership
36:02
Data Ownership Models in Estonia
36:32
Selective Data Sharing for Research
37:03
Role Play of Appointment Scheduling and Privacy Concerns
38:05
Emotional Attachments to Privacy in Healthcare
38:36
Comparing National Data Systems for Public Health Research
39:06
Data Pooling Without Identity for Large-Scale Studies
39:36
Fragmentation of Health Information Systems in the US
40:08
Toronto's Decentralized Marketplace Model
40:38
Incentives and Barriers in the Canadian System
41:12
UK NHS Review and Future Planning
41:43
Life Expectancy Trends in the US vs. Other Nations
42:14
Impact of Immigration on Health Statistics
42:46
Socioeconomic Inequities and Maternal/Child Outcomes
43:16
Suburban Wealth vs. Healthcare Spending
44:17
Overuse of Medical Tests and Wasteful Spending
45:20
End-of-Life Care Resource Allocation
46:21
Family Discussions and Decision-Making Processes
47:24
Rebuilding Human Connection in Healthcare
48:25
Device Functionality Demonstration
48:56
Total Body Imaging Claims and Cost Discussion
49:27
Subscription Model vs. Purchase Options
49:57
Personal Health Investigation Using Smartphone
50:28
Hospital Response to Mobile Imaging Evidence
51:01
AI-Assisted Image Acquisition and Interpretation
51:31
Future Possibilities for Mobile Lung Imaging
52:02
Limitations of Current Mobile Imaging Technologies
52:32
Reimbursement and Cost Concerns for Clinicians
53:03
Business Model Challenges in Healthcare Systems
53:03
Precision Medicine Initiative Goals and Scale
54:07
Participant Demographics and Data Collection Methods
54:37
Microbiome Sequencing vs. Traditional Testing
55:08
Clinical Applications of Microbiome Research
55:38
Fecal Transplant Outcomes and Regulatory Landscape
56:09
Effectiveness of FMT for C. difficile
56:40
Exploring Poop Pills as a Cleaner Alternative
57:13
Donor Selection Criteria and Mental Health Concerns
57:47
Lack of Causality in Microbiome Research
58:18
Autoimmune Conditions and Microbiome Manipulation
58:48
Dietary Impact on Gut Allergy and Microbiome
59:21
Personal Story of Stool Donation Decision
59:51
Public Awareness and Prevention Potential
1:00:21
Predictive Algorithms for Individual Risk
1:01:24
Virtual Coaching and Continuous Health Monitoring
1:04:02
AI vs. Experiential Self in Goal Setting
1:04:33
Device Alerts and Behavioral Nudges in Meetings
1:05:03
Misconceptions About AI Replacing Doctors
1:05:35
Limits of Autonomous Vehicles and Medical Automation
1:06:05
Human Backup Necessity in AI Systems
1:06:37
AI Prescribing and Regulatory Challenges
1:07:07
Algorithmic Prescription for Common Illnesses
1:07:38
Potential Abuse and Category-Based Drug Controls
1:08:10
Pharmacist Interaction Example in Europe
1:08:41
Optimism and Caution for AI-Enabled Healthcare
1:09:13
Vision of Democratized Health Monitoring
1:12:19
Naming Nicknames Discussion
1:12:51
Shirt Idea Proposal
1:13:23
Dad's Political Role Offer
1:13:55
Family Argument Dynamics
1:14:25
Hypochondria Rating Game
1:15:26
Tumor Incident Narrative
1:16:57
Kidney Infection and Support
1:18:31
Bedwetting Episode
1:20:04
Friend Referral for PT
1:21:08
Doctor's Advice on Back Pain and Pregnancy
1:22:13
Medical Tests and Findings
1:23:48
Humorous Doctor Visit Anecdote
1:24:50
Joke About Underwear and Doctor Visits
1:25:52
Nighttime Urination Issues
1:26:25
Adult Diaper Solution Debate
1:29:30
Personal Fluid Consumption and Diaper Removal
1:30:01
Diaper Use in Nighttime Scenarios
1:31:06
Social Acceptance of Adult Diapers
1:32:08
Critique of Judgment Toward Diaper Wearers
1:32:39
Turing Award Overview and Historical Context
1:33:41
Discussion of Alan Turing’s Legacy and Homosexuality
1:34:12
Thought Experiment on Medical Ethics and Legalization
1:36:18
Colonoscopies and Family Health History
1:36:48
Medical Advice on Colonoscopy Frequency
1:37:51
Enema Preparation and Immediate Aftermath
1:38:24
McNugget Craving Post‑Colonoscopy
1:39:27
Listing Common Doctor Visits
1:41:02
Dad’s Misidentified Medical Practitioner
1:42:05
Highest‑Earning Suburbs in the U.S.
1:43:39
Discussion of 11‑Mile Drive and Wealth Observation
2h 31m⏭ 2
2h 4m⏭ 2
2h 36m
1h 28m⏭ 3
2h 5m⏭ 1
1h 2m⏭ 2
2h 0m⏭ 2
2h 17m
1h 14m
2h 26m⏭ 2
2h 8m
1h 50m
2h 33m⏭ 2
1h 31m
51m⏭ 2
59m⏭ 4
1h 2m⏭ 1
36m
1h 2m⏭ 2
40m
1h 54m⏭ 1
1h 10m⏭ 1
2h 39m
1h 1m⏭ 1