The Health AI Brief
By Stephen A
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Category: Medicine
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Episodes: 183
Description
Decoding artificial intelligence for busy medical professionals in just a few minutes. Every second counts. We provide high-yield AI insights for physicians, surgeons, and healthcare executives who need the signal without the noise.
Stay ahead of the future of medicine with ultra-concise briefings on:
- Ambient Clinical Intelligence: Automating medical documentation and EHR workflows.
- Generative AI & LLMs: Practical applications of ChatGPT and medical-grade AI in the clinic.
- Agentic AI: The rise of autonomous medical assistants and triage tools.
- ROI of HealthTech: Evaluating AI tools that actually reduce clinician burnout and improve patient outcomes.
We cut through the tech hype to deliver the clinical-grade intelligence you need to lead the digital transformation in healthcare. No long intros, no fluff, just the high-yield facts to help you master Medical AI during your commute or between patients.
Subscribe now for your daily AI advantage.
| Episode | Date |
|---|---|
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Explainable AI in Dermatology: Human-AI Interaction Study
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Aug 28, 2026 |
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Will AI Cure All Diseases?
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Aug 24, 2026 |
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Frontier AI Security Flaw & More | The AI Weekly Essential
|
Aug 18, 2026 |
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How AI Agents Hack Networks (And Who Is Accountable)
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Aug 17, 2026 |
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1 in 7 Replacing Doctors With AI + More | Health AI Roundup
|
Aug 14, 2026 |
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AI News: OpenAI Pauses Astra & $500B Nvidia Deal - What Really Happened?
|
Aug 11, 2026 |
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AI Designed Viruses - New Science Study
|
Aug 10, 2026 |
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AI Scribe Regulation: What Clinicians and Developers Need to Know
|
Jul 31, 2026 |
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OpenAI’s ChatGPT Health: Strategic Language Behind the Launch
|
Jul 27, 2026 |
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Who Leads in AI Today? How to Check Real-Time Rankings
|
Jul 21, 2026 |
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CPU vs GPU vs TPU vs Future Tech: A Guide to AI Hardware
|
Jul 13, 2026 |
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Microsoft Find Why Medical LLMs Fail Under Clinical Stress
|
Jul 03, 2026 |
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Hidden Vulnerability in Health AI Models - Membership Inference Attacks
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Jun 26, 2026 |
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Strategies for Querying AI About Health
|
Jun 23, 2026 |
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When Your Patient Trusts ChatGPT More Than You
|
Jun 16, 2026 |
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HealthBench – All You Need to Know - Why it Exists, What it Does and Doesn’t Tell Us
|
Jun 12, 2026 |
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AI-Designed Vaccine: The End of Boosters?
|
Jun 09, 2026 |
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Microsoft & Mayo Clinic Unveil New Healthcare AI Alliance
|
Jun 05, 2026 |
|
Persona Adoption (The ‘Expert’ Hack) - Become the Attending Consultant
|
Jun 02, 2026 |
|
Citation Mandate in RAG - Don’t Trust, Verify - Why Citations are the Only Way to Use RAG Safely
|
May 28, 2026 |
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‘Chain of Verification’ - The AI Double-Check to Prevent Hallucinations
|
May 26, 2026 |
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‘Length Penalty’ & Verbosity - How to Force Your AI to Get to the Point
|
May 21, 2026 |
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Confabulation (a.k.a. Hallucination) - The Confident LLM Liar
|
May 19, 2026 |
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Prompt Like a Pro - Best Prompting Tips for LLMs
|
May 14, 2026 |
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Managing ‘Needle in a Haystack’ Context - Why AI Struggles with the Middle of Your Notes
|
May 12, 2026 |
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Can the WHO’s AI Fix Medical Misinformation?
|
May 07, 2026 |
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AI Just Beat Harvard Doctors?
|
May 04, 2026 |
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Google DeepMind AI Co-Clinician Tries to Examine Patients
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May 01, 2026 |
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XML Tags for Data - How Tech Giants Structure Medical Charts for AI
|
Apr 30, 2026 |
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The Negative Prompt Strategy for LLMs
|
Apr 29, 2026 |
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Politeness vs Performance – Why Saying Please may Killing Your AI’s Accuracy
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Apr 28, 2026 |
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What Blindness is Warning Us About AI
|
Apr 24, 2026 |
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Pre-, mid-, post-training - The Complete LLM Training Guide
|
Apr 23, 2026 |
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Model Context Protocol (MCP) - the 'universal adaptor' for artificial intelligence
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Apr 22, 2026 |
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Small Language Models (SLMs) - The Lean Machine
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Apr 21, 2026 |
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How Bixonimania Fooled the World's Leading AI Models
|
Apr 20, 2026 |
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Test-Time Inference - The High Cost of Thinking
|
Apr 17, 2026 |
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Multimodal AI - Seeing the X-Ray
|
Apr 16, 2026 |
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People Use AI Instead of Doctors (Here’s Why)
|
Apr 15, 2026 |
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Temperature & Top-P- The Creativity Dial for Controlling the Chaos
|
Apr 14, 2026 |
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Meta Muse Spark - New Standard for Healthcare AI?
|
Apr 13, 2026 |
|
Vector Databases - The AI's Filing Cabinet
|
Apr 10, 2026 |
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System Prompts - The Secret Instructions How System Prompts Define AI Personality
|
Apr 09, 2026 |
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AI Scribes in 2026: What Every Leader Needs to Know
|
Apr 08, 2026 |
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AI Scribes Worth It? - New JAMA Study Analysis
|
Apr 07, 2026 |
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Heidi Remote - Dedicated Hardware for Ambient Clinical AI Scribe
|
Apr 06, 2026 |
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RAG - Ending Hallucinations and Confabulation with Retrieval Augmented Generation
|
Apr 03, 2026 |
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Doctronic AI is Legally Prescribing Drugs (And Doctors Agree 99% of the Time)
|
Apr 02, 2026 |
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How to Spot AI Writing
|
Apr 01, 2026 |
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Chain-of-Thought (CoT) - Making The AI 'Think' Out Loud
|
Mar 31, 2026 |
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Why This AI Failed to Catch 17 Fatal "Never Events" - Validating NG tube Position AI
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Mar 30, 2026 |
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Benchmarks - How We Grade AI
|
Mar 27, 2026 |
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Foundation Models & Patient Privacy: Is There a Risk?
|
Mar 26, 2026 |
|
Zero-Shot vs Few-Shot - The Secret of Few-Shot Prompting
|
Mar 25, 2026 |
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Is Perplexity Health the Future of Medical AI? The Surprises Behind the Launch
|
Mar 24, 2026 |
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Fitbit AI Health Coach - Medical Records & Google Gemini Integration
|
Mar 23, 2026 |
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Data Privacy & HIPAA - Is Patient Data Leaking
|
Mar 20, 2026 |
|
How ChatGPT and AlphaFold Helped Shrink a Terminal Tumour by 75%
|
Mar 19, 2026 |
|
Microsoft Copilot Health AI and The Systemic Failures Driving Us Towards Similar Medical AI
|
Mar 18, 2026 |
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The Age of the Medical Generalist: Foundation Models in Healthcare
|
Mar 17, 2026 |
|
Google AI vs Human Doctor - AMIE AI Clinical Trial - Real-World Primary Care Results
|
Mar 16, 2026 |
|
Amazon Health AI Explained - Workflow & Medical Records
|
Mar 15, 2026 |
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What Medicine Can Learn From Consumer AI Trends
|
Mar 14, 2026 |
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SleepFM: The AI Foundation Model for Disease Prediction
|
Mar 13, 2026 |
|
Context Windows - The ‘Short-Term Memory’
|
Mar 12, 2026 |
|
Am I an AI? And the bot that tried to destroy a human’s career
|
Mar 11, 2026 |
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Quantization - Shrinking the LLM 'Brain'
|
Mar 10, 2026 |
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Scaling Neuro-Rehab: How Nyra Health’s €20M Series A Might Redefine AI Therapy
|
Mar 09, 2026 |
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064 Parameters - Does LLM Size Actually Matter
|
Mar 07, 2026 |
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Amazon Connect Health Agentic AI Aiming to Eliminate Administrative Burden
|
Mar 06, 2026 |
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Why Medical AI Fails: Lessons About Model Collapse From Purely AI Synthetic Data
|
Mar 05, 2026 |
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World Models vs LLMs for Healthcare - Master the Next Frontier According to Yann LeCun
|
Mar 04, 2026 |
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063 Reinforcement Learning from Human Feedback (RLHF) - Human-in-the-Loop
|
Mar 03, 2026 |
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Elon Musk's Grok Medical "Second Opinion" Suggestion
|
Mar 02, 2026 |
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ChatGPT Health Deemed Unsafe: Nature Medicine Urgent Alert
|
Mar 01, 2026 |
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062 Fine-Tuning - Specialist vs Generalist - Sending AI to Medical School
|
Feb 27, 2026 |
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Health AI in 2026: The Definitive Guide to Big Tech Strategies
|
Feb 26, 2026 |
|
Heidi Acquires Automedica and Rolls Out New Products
|
Feb 25, 2026 |
|
061 Pre-Training - What LLMs Learn Before They Become 'Medical'
|
Feb 24, 2026 |
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Deep Dive into Ant Afu Health AI App - Affiliate of Jack Ma’s Alibaba
|
Feb 23, 2026 |
|
060 Positional Encoding - How AI Knows the Order of Your Symptoms
|
Feb 20, 2026 |
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059 BERT vs. GPT - Understanding the Difference Between an Encoder and Decoder
|
Feb 19, 2026 |
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Agentic AI Era in Healthcare: Lessons from OpenClaw
|
Feb 18, 2026 |
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058 Regular Expressions (Regex) - The ‘Old School’ Trick That (Sometimes) Still Beats Modern AI
|
Feb 17, 2026 |
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AI scribe transcripts - Digital Exhaust or Digital Gold
|
Feb 16, 2026 |
|
Are LLMs Reliable for Medical Advice? Nature Medicine Study
|
Feb 14, 2026 |
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Nature medicine principles to guide AI readiness
|
Feb 13, 2026 |
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International AI Safety Report 2026
|
Feb 12, 2026 |
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Large Language Models for Complex Cardiology? Google AMIE/Stanford Study Review
|
Feb 11, 2026 |
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057 Named Entity Recognition (NER) - How AI Spots Drugs and Dosages Instantly
|
Feb 10, 2026 |
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Lotus Health AI - AI Aimed at Primary Care
|
Feb 09, 2026 |
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AI Stethoscope TRICORDER Trial Results - Why Good AI Doesn't Guarantee Clinical Impact
|
Feb 06, 2026 |
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056 TF-IDF - How to Find a Needle in a Digital Haystack
|
Feb 05, 2026 |
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AI For Mammography Screening - Results of Lancet RCT
|
Feb 04, 2026 |
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055 N-grams - Why Blood Pressure is One Word, Not Two
|
Feb 03, 2026 |
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OpenEvidence: The $12B AI Changing Clinical Decisions
|
Feb 02, 2026 |
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AlphaGenome Explained - Decoding the Non-Coding Genome
|
Jan 30, 2026 |
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054 Stop Words - The ‘Invisible’ Words That Are Troubling Your AI Models
|
Jan 29, 2026 |
|
Sued for using AI scribe
|
Jan 28, 2026 |
|
053 Stemming & Lemmatization - How AI Groups Healing and Healed Automatically
|
Jan 27, 2026 |
|
Google MedGemma 1.5 and MedASR - 3D Scans & Medical Speech
|
Jan 26, 2026 |
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052 Tokenization - How AI Slices Symptoms into Tokens
|
Jan 24, 2026 |
|
Amazon's New 'Agentic' Health AI
|
Jan 23, 2026 |
|
Gates and OpenAI Deploying AI in Rwanda
|
Jan 22, 2026 |
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How to Use Ambient AI Scribes - The Ultimate Clinical Guide to Stop Editing AI Notes
|
Jan 21, 2026 |
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051 Natural Language Processing (NLP) - teaching a computer to read a chart
|
Jan 20, 2026 |
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NVIDIA’s SurgWorld - Solving the Surgical Robotics Data Gap with AI Synthesis
|
Jan 19, 2026 |
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050 Diffusion Models - Sculpting from Noise
|
Jan 16, 2026 |
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049 The Transformer - The Architecture Behind the Revolution
|
Jan 15, 2026 |
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Google AI Overviews vs Clinical Safety - Why Reputable Sources Aren't Always Enough for AI
|
Jan 14, 2026 |
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Claude for Healthcare - The AI Arms Race Hits the Clinic
|
Jan 13, 2026 |
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048 Attention - How AI Focuses on What Matters
|
Jan 12, 2026 |
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ChatGPT Health - Consolidating Health Data - Diagnosis or Data-Mine
|
Jan 09, 2026 |
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047 Embeddings - The Medical Dictionary for AI
|
Jan 08, 2026 |
|
AI vs Pancreatic Cancer - Can PANDA Solve the Early Detection Problem
|
Jan 07, 2026 |
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The Wealth of Health - Avoiding an Inequality Spiral in the AI Age
|
Jan 06, 2026 |
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046 Generative Adversarial Networks - The Forger and the Detective
|
Dec 31, 2025 |
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045 LSTMs - Fixing the AI's Short-Term Memory
|
Dec 30, 2025 |
|
Hugging a PowerPoint - Why ChatGPT makes a Terrible (but Addictive) Therapist
|
Dec 23, 2025 |
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The 'Duck Test' for AI And Why Your Chatbot Might Be an Illegal Medical Device
|
Dec 22, 2025 |
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044 RNNs - AI With a Memory for Sequences
|
Dec 18, 2025 |
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043 CNNs - How AI See Medical Images
|
Dec 16, 2025 |
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042 Activation Functions - To Fire or Not To Fire
|
Dec 12, 2025 |
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041 Neurons & Weights - The Synapse of AI
|
Dec 11, 2025 |
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040 K-Means - The Automated Triage Nurse
|
Dec 09, 2025 |
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Beyond the Benchmark - How do we test a 'superhuman' doctor
|
Dec 08, 2025 |
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039 SVMs - Drawing the Clearest Line Between Sick and Healthy
|
Dec 04, 2025 |
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The Verdict on AI Scribes - Analysing their First Major RCTs
|
Dec 03, 2025 |
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038 Random Forests - The Wisdom of the MDT
|
Dec 02, 2025 |
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037 Decision Trees - The Algorithms You Already Use
|
Nov 27, 2025 |
|
036 Regression - The Statistical Bedrock of AI
|
Nov 25, 2025 |
|
035 The Architecture Shift - From Mechanics to Models
|
Nov 24, 2025 |
|
The WHO AI Report and Why Governance is Stalling Health AI
|
Nov 21, 2025 |
|
034 Regularisation - the antidote to overfitting
|
Nov 20, 2025 |
|
033 The Bias-Variance Tradeoff - The Specialist vs The Generalist
|
Nov 18, 2025 |
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032 Underfitting - the overly simplistic intern
|
Nov 13, 2025 |
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031 Overfitting - the brittle genius
|
Nov 12, 2025 |
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What DeepMind's AI That Mastered Video Games Taught Us for Building Better Health AI
|
Nov 11, 2025 |
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030 Actor-Critic Partnership - The Best of Both Worlds
|
Nov 07, 2025 |
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029 Policy-Based Methods - Learning How To Act Directly
|
Nov 05, 2025 |
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When the Chatbot is More Humane Than the Doctor
|
Nov 04, 2025 |
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028 Value-Based Methods and Their Limits - The World of Q-learning
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Oct 30, 2025 |
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Epic's New AI - A Crystal Ball for Medicine, or a Look in the Rear-View Mirror
|
Oct 29, 2025 |
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027 Curriculum learning - teaching an agent step-by-step
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Oct 28, 2025 |
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026 Exploration-Exploitation Dilemma
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Oct 24, 2025 |
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AI That Speaks the Language of the Cell and Contributs to Biomedical Discoveries
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Oct 22, 2025 |
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025 Reinforcement learning - rewards and punishments
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Oct 20, 2025 |
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Charting a Course for Safe AI in Medicine to Prevent Us Flying Blind - Report from the JAMA Summit on Artificial Intelligence
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Oct 18, 2025 |
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024 Efficient Learning and Smart Shortcuts for Medical AI - Transfer learning and Active learning
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Oct 16, 2025 |
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023 Self- and Semi-Supervised Learning - Learning from Imperfect Data
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Oct 14, 2025 |
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An AI Doctor Takes on the NEJM: Dr CaBot, the CPC-Bench AI and the Dawn of the Diagnostic Co-Pilot
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Oct 10, 2025 |
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022 Unsupervised learning - finding the patterns we might not have seen
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Oct 09, 2025 |
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021 Supervised learning - like learning with flashcards
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Oct 07, 2025 |
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AI Caught 'Cheating' Its Medical Exams - New Research Paper from Microsoft
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Oct 04, 2025 |
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020 Hyperparameters - the AI's recipe
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Oct 02, 2025 |
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019 Learning rates and Gradient descent - finding the bottom of the valley
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Sep 30, 2025 |
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The UK's New Health AI MHRA Commission - Rewriting the Rulebook or More Red Tape?
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Sep 29, 2025 |
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018 The AI's Scorecard - What is a Loss Function
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Sep 25, 2025 |
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017 How models actually learn
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Sep 23, 2025 |
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Forecasting Health with AI - A Deep Dive into the Delphi-2M AI Transformer Model for Health Records
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Sep 18, 2025 |
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AI in the NHS: A Reality Check on a National Rollout
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Sep 17, 2025 |
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016 DICOM, HL7, FHIR: The Languages of Medical Data Exchange.
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Sep 16, 2025 |
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015 - Training data vs validation data vs test data
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Sep 11, 2025 |
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014 Data annotation and labelling
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Sep 09, 2025 |
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AI stethoscopes research trial - press release vs peer review
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Sep 02, 2025 |
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013 Data cleaning and preprocessing
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Sep 02, 2025 |
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012 Data Quality - Junk in, junk out
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Aug 29, 2025 |
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011 Structured vs. Unstructured Data
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Aug 26, 2025 |
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AI robot surgeon that corrects its own mistakes
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Aug 20, 2025 |
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010 The AI Tipping Point in Medicine - Why Now?
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Aug 16, 2025 |
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Endoscopist deskilling risk after exposure to artificial intelligence in colonoscopy - Does 'helpful' tech actually make us worse?
|
Aug 13, 2025 |
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009 AI Agents: Automating Healthcare or a New Clinical Safety Risk?
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Aug 12, 2025 |
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008 Narrow vs General AI, AGI and ASI
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Aug 09, 2025 |
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OpenAI's New Release: Why 'Open-Weights' Isn't 'Open-Source' - And Why They're Both Relevant For Clinicians
|
Aug 06, 2025 |
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007 Parameters
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Aug 06, 2025 |
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006 Deep learning
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Aug 03, 2025 |
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Flok Health - an AI Physio for Back Pain - A cure for health service waiting lists? But is it safe?
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Aug 01, 2025 |
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005 Neural networks
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Jul 30, 2025 |
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004 Models
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Jul 28, 2025 |
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DD - OpenAI and Penda Health's AI Consult Real-World Study
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Jul 23, 2025 |
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003 AI vs machine learning
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Jul 22, 2025 |
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002 What is AI?
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Jul 19, 2025 |
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001 Introduction
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Jul 17, 2025 |