Jerad Shoemaker MD (@realExamOS) | teapawt

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Jerad Shoemaker MD

@realExamOSSep 3

An open letter to AI healthcare builders.

What I Want Healthcare AI to Do for Me

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSJun 21

New book: a.co/d/09uDjysr building the digital physical exam.

Agentic Health: Book 2, Coding The Physical Exam

Agentic Health: Book 2, Coding The Physical Exam.

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Jerad Shoemaker MD

@realExamOSMay 17

The Evolving Role of the Physician: Delegating the Physical Exam for the Future of Telehealth and AI

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 23

Continuing Vannevar Bush’s Vision in the AI Era: Advancing Health Advancing Data Infrastructure

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 12

Towards a Weighted, Personalized Diagnostic Paradigm: Lessons from Allergy Documentation in EHRs.

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 10

Why Medicine Needs ExamNet: A New Dataset for a Touch-Free Physical Exam

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 10

From Patchwork Protections to a Principled Tiered Architecture of Health Data

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 8

Reimagining Healthcare Data and Dementia Diagnosis: A Simpler Look at a Big Idea

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 8

This article is similar to our discussions @AmachHealth

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Jerad Shoemaker MD retweeted

Jerad Shoemaker MD

@realExamOSFeb 8

Reimagining Healthcare Data and Dementia Diagnosis: A Simpler Look at a Big Idea

Article · @realExamOS

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Jerad Shoemaker MD retweeted

Jerad Shoemaker MD

@realExamOSFeb 6

Machine Learning in a Post-Human World: How a Self-Taught Robot Could Rediscover Anatomy, Surgery, a

Article · @realExamOS

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Jerad Shoemaker MD

@realExamOSFeb 6

Machine Learning in a Post-Human World: How a Self-Taught Robot Could Rediscover Anatomy, Surgery, a

Article · @realExamOS

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Jerad Shoemaker MD retweeted

Jerad Shoemaker MD

@realExamOSJan 29

Large Language Models, Medical Exams, and the Future of Automated Clinical Observation

Article · @realExamOS

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Jerad Shoemaker MD retweeted

Jerad Shoemaker MD

@realExamOSJan 29

You know what women like more than diamonds? Being warm. 😏 My wife (and many women in my family) has a very specific thermostat "sweet spot." A few degrees off, and it's blanket time or "turn up the heat!" As a guy who's temperature-agnostic, I used to think it was just preference. Spoiler: it's physiology. Let's break it down. 🧵

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Jerad Shoemaker MD

@realExamOSJan 29

AI models passing medical exams is being treated as a breakthrough. It isn’t. What is interesting is what this reveals about medical exams—and what comes next.

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Jerad Shoemaker MD

@realExamOSJan 29

The next frontier isn’t better language models. It’s automated, machine-native physical exams— visual, thermal, acoustic, pressure-based, time-resolved observation.

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Jerad Shoemaker MD

@realExamOSJan 29

When machines can observe directly, documentation becomes dynamic, auditable, and complete. Diagnosis moves downstream. Exam-passing becomes trivial. Seeing the patient fully—that’s the revolution.

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