Dr Stephen Odaibo – Medium

Dr Stephen Odaibo

Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

IEC 62304: Medical Device Software LifeCycle Processes

When manufacturers build software that either functions as a medical device (SaMD) or that is to be incorporated into a medical device…

8 min readNov 4, 2021

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IEC 62304: Medical Device Software LifeCycle Processes

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Risk Management of AI/ML Software as a Medical Device (SaMD): On ISO 14971 & Related Standards &…

Safety and efficacy are the paramount objectives of medical device regulation. And in line with the medical ethos of non-maleficence, first…

16 min readSep 9, 2021

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Risk Management of AI/ML Software as a Medical Device (SaMD): On ISO 14971 & Related Standards &…

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

How to Properly Evaluate Medical AI Algorithms: Don’t Compare Apples to Oranges

Safety and efficacy are of paramount importance in the development of medical devices. To its credit the U.S. Food and Drug Administration…

5 min readJan 10, 2021

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How to Properly Evaluate Medical AI Algorithms: Don’t Compare Apples to Oranges

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Artificial Intelligence and Telemedicine in a World of Value-Based Healthcare: A Deep Dive

This article focuses on the American healthcare system, and uses diabetes management — and diabetic retinopathy in particular — as an…

13 min readDec 15, 2020

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Artificial Intelligence and Telemedicine in a World of Value-Based Healthcare: A Deep Dive

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Time is Brain: AI for Acute Stroke Management

As I was seeing patients in the retina clinic this morning, we had gotten off to a great start. I had done a few intravitreal injections…

4 min readOct 28, 2020

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Time is Brain: AI for Acute Stroke Management

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Quaternion Factorization: The Hamiltonian Maximality Theorem

Here I present a theorem, the Hamiltonian Maximality Theorem, along with a proof. The theorem states that every hamiltonian group has a…

5 min readApr 28, 2020

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Quaternion Factorization: The Hamiltonian Maximality Theorem

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Cloud Security: DNS Configuration and TLS Encryption in Google Kubernetes Engine

Security and identifiability remain of paramount importance as we mold and embrace the exciting cloud-centric paradigm shift occurring in…

12 min readApr 21, 2020

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Cloud Security: DNS Configuration and TLS Encryption in Google Kubernetes Engine

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Ingress Control in Google Kubernetes Engine: Part One

Due to the ongoing COVID19 pandemic, much of the world has implemented social distancing measures, and video conferencing has become a…

8 min readApr 8, 2020

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Ingress Control in Google Kubernetes Engine: Part One

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

Machine Learning in Production: Using Istio to Mesh Microservices in Google Kubernetes Engine

To be useful, machine learning algorithms have to be deployed into the real world in a form that is accessible, reliable, secure, and…

12 min readMar 20, 2020

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Machine Learning in Production: Using Istio to Mesh Microservices in Google Kubernetes Engine

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Dr Stephen Odaibo
in
The Blog of RETINA-AI Health, Inc.

How is Artificial Intelligence in Medicine a Special Case?

There has recently been great controversy on social media over comments made on Feb 20th 2020 by Geoffrey Hinton, who by consensus is…

6 min readFeb 22, 2020

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How is Artificial Intelligence in Medicine a Special Case?

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Dr Stephen Odaibo

Dr Stephen Odaibo

Physician. Retina Specialist. Computer Scientist. Mathematician. Full Stack AI Engineer. Christian. Husband. Dad. CEO/Founder RETINA-AI Health, Inc.

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