Posts by Tag

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

I-PrACTISE

1 minute read

Improving Primary Care Through Industrial and Systems Engineering

2 minute read

Using machine learning to predict the likelihood of inpatient admission at the time of patient triage in emergency departments.

1 minute read

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

I-PrACTISE

1 minute read

Improving Primary Care Through Industrial and Systems Engineering

2 minute read

Machine learning for emergency department throughput prediction.

Back to Top ↑

Blog

Hangman

less than 1 minute read

A simple hangman game. Made with chatGPT.

QR Code Generator

less than 1 minute read

A simple QR code generator that you can use to make QR code embeded with the strings of your dreams! I made this for a series of presentations I gave. It ena...

Updating Clinical Risk Stratification Models Using Rank-Based Compatibility

3 minute read

As machine learning models become more integrated into clinical care, how can we update them without violating user expectations? We proposed a new rank-base...

less than 1 minute read

Article discussing Flexsim-SHS competition win.

I-PrACTISE White Paper

1 minute read

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

2 minute read

Investigating the impact of chief complaints on resident physician self-assignment times in emergency departments.

Predicting ED Patient Throughput Times Utilizing Machine Learning

2 minute read

Machine learning for emergency department throughput prediction.

I-PrACTISE White Paper

1 minute read

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

Healthcare AI Lifecycle: Model Development

5 minute read

A discussion of healthcare AI model development.

An Introduction to the Healthcare AI Lifecycle

3 minute read

Meet the healthcare AI lifecycle. This post provides an overview of the complexities of developing and implementing AI models in medicine.

Understanding How Apple Watch Estimates VO2 Max: Workout Data Extraction

4 minute read

Continuing our journey to understand Apple’s VO2 max estimation algorithm, by getting workout data.

Understanding How Apple Watch Estimates VO₂ Max: Introduction and Data Extraction

3 minute read

Leveraging personal HealthKit data to evaluate and understand Apple’s VO2 max estimation algorithm.

Looking for Data

4 minute read

One of the nice things about being an MD-PhD student at a research institution with a large academic medical center is that you tend to have a lot of support...

COVID-19 Analysis

less than 1 minute read

Quick exploration of case spread and mortality rates of the novel coronavirus.

A community pharmacy initiative to decrease hospital readmissions by increasing patient adherence and competency of therapy

1 minute read

Pharmacy based interventions may help to reduce hospital admissions.

Back to Top ↑

Improving Primary Care Through Industrial and Systems Engineering

less than 1 minute read

Starting a new INFORMS student chapter.

Wisconsin Engineer: Optimizing the ER

less than 1 minute read

Article discussing Flexsim-SHS competition win.

2 minute read

JAMA Internal Medicine. Can be found here.

Faster than COVID: a computer model that predicts the disease’s next move

less than 1 minute read

Michigan Engineering News covered our work on the M-CURES COVID deterioration model that I helped to develop and led the implementation of. Read the article ...

1 minute read

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

Back to Top ↑

FDA

AI Infrastructure: Technical Integration Testing

2 minute read

How do we ensure what we built actually works in production?

AI Infrastructure Example: COVID-19 In-Hospital Deterioration

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

Healthcare AI Lifecycle: Model Development

5 minute read

A discussion of healthcare AI model development.

An Introduction to the Healthcare AI Lifecycle

3 minute read

Meet the healthcare AI lifecycle. This post provides an overview of the complexities of developing and implementing AI models in medicine.

A Primer on Al in Medicine

10 minute read

The three questions you should feel comfortable asking as a physician when confronted with an AI system.

Back to Top ↑

clinical decision support

AI Infrastructure: Technical Integration Testing

2 minute read

How do we ensure what we built actually works in production?

AI Infrastructure Example: COVID-19 In-Hospital Deterioration

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

Healthcare AI Lifecycle: Model Development

5 minute read

A discussion of healthcare AI model development.

An Introduction to the Healthcare AI Lifecycle

3 minute read

Meet the healthcare AI lifecycle. This post provides an overview of the complexities of developing and implementing AI models in medicine.

A Primer on Al in Medicine

10 minute read

The three questions you should feel comfortable asking as a physician when confronted with an AI system.

Back to Top ↑

technology in medicine

AI Infrastructure: Technical Integration Testing

2 minute read

How do we ensure what we built actually works in production?

AI Infrastructure Example: COVID-19 In-Hospital Deterioration

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

Healthcare AI Lifecycle: Model Development

5 minute read

A discussion of healthcare AI model development.

An Introduction to the Healthcare AI Lifecycle

3 minute read

Meet the healthcare AI lifecycle. This post provides an overview of the complexities of developing and implementing AI models in medicine.

A Primer on Al in Medicine

10 minute read

The three questions you should feel comfortable asking as a physician when confronted with an AI system.

human factors engineering

Collaborative for Human Factors, Cognitive Load, and Well-being: AI Overview

less than 1 minute read

Collaborative for Human Factors discussion on artificial intelligence, ChatGPT, and applicable research.

Doctor’s Notes Software Prototype

2 minute read

A project that was focused on examining and improving the way doctor’s notes are written.

#@!% Flipping Cursor!

2 minute read

ecently I came across some interesting behavior in Microsoft Word. While scrolling through a document I noticed that my pointer had flipped. Instead of seein...

It’s time to bring human factors to primary care policy and practice

less than 1 minute read

Appeared in Applied Ergonomics. Link

WHO Technical Series on Safer Primary Care: Human Factors

less than 1 minute read

Human factors engineering can play an important role in improving the safety of primary care.

Cues for PE Diagnosis in the Emergency Department: A Sociotechnical Systems Approach for Clinical Decision Support

2 minute read

American Medical Informatics Association Annual Symposium abstract focused on pulmonary embolism diagnosis.

I-PrACTISE White Paper

1 minute read

Findings from the first I-PrACTISE conference bringing together physicians and engineers.

I-PrACTISE

1 minute read

Improving Primary Care Through Industrial and Systems Engineering

2 minute read

JAMA Internal Medicine. Can be found here.

Back to Top ↑

implementation

AI Infrastructure: Technical Integration Testing

2 minute read

How do we ensure what we built actually works in production?

AI Infrastructure Example: COVID-19 In-Hospital Deterioration

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

Back to Top ↑

implementation science

AI Infrastructure: Technical Integration Testing

2 minute read

How do we ensure what we built actually works in production?

AI Infrastructure Example: COVID-19 In-Hospital Deterioration

12 minute read

How we built and implemented the M-CURES model for in-hospital deterioration.

AI Infrastructure Example: C. difficile Infection Risk

2 minute read

Discussion of the technical integration for an in-hospital infection risk stratification model.

Healthcare AI Implementation Infrastructure

6 minute read

The tools needed to make connect an existing AI model into software and processes that impact clinical care.

Healthcare AI Development Infrastructure

9 minute read

The tools needed to make an AI model that will eventually impact clinical care.

Healthcare AI Infrastructure

7 minute read

Infrastructure is king.

Healthcare AI Infrastructure - To be deprecated

25 minute read

Infrastructure is king.

Healthcare AI Lifecycle: Implementation

9 minute read

Implementing AI models in medicine.

less than 1 minute read

Casey Ross of STAT News covered our JAMA IM Epic Sepsis Model evaluation paper. Check out the article.

External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients

2 minute read

JAMA Internal Medicine. Can be found here.

Back to Top ↑

web development

Biomedical Waveforms

10 minute read

Unveiling the alpha version of BiomedWaveforms, an open-source JavaScript framework to generate and plot commonly used biomedical waveforms, like EKGs and ca...

Revamping GitHub Action for Post Concatenation

1 minute read

It’s never too early to fix a mistake you’ve made with continuous integration.

Airline Merger Data Visualization

5 minute read

Analyzing how airlines have come and gone over the past century.

Iframe Embedding: Why and How

1 minute read

Exploring the motivation behind using iframes OR how to seamlessly integrate the internet into your blog.

It’s Automation All the Way Down! How to Use GitHub Actions for Blogging Automation with LLMs

5 minute read

CI/CD automation isn’t just for large-scale projects; it’s a game-changer for individual programmers. I’ve started using the power of GitHub Actions to impro...