Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.IEC 62304: Medical Device Software LifeCycle ProcessesWhen manufacturers build software that either functions as a medical device (SaMD) or that is to be incorporated into a medical device…8 min read·Nov 4, 2021--1--1
Dr Stephen OdaiboinThe 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 read·Sep 9, 2021--1--1
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.How to Properly Evaluate Medical AI Algorithms: Don’t Compare Apples to OrangesSafety and efficacy are of paramount importance in the development of medical devices. To its credit the U.S. Food and Drug Administration…5 min read·Jan 10, 2021----
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Artificial Intelligence and Telemedicine in a World of Value-Based Healthcare: A Deep DiveThis article focuses on the American healthcare system, and uses diabetes management — and diabetic retinopathy in particular — as an…13 min read·Dec 15, 2020----
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Time is Brain: AI for Acute Stroke ManagementAs 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 read·Oct 28, 2020----
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Quaternion Factorization: The Hamiltonian Maximality TheoremHere I present a theorem, the Hamiltonian Maximality Theorem, along with a proof. The theorem states that every hamiltonian group has a…5 min read·Apr 28, 2020--1--1
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Cloud Security: DNS Configuration and TLS Encryption in Google Kubernetes EngineSecurity and identifiability remain of paramount importance as we mold and embrace the exciting cloud-centric paradigm shift occurring in…12 min read·Apr 21, 2020----
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Ingress Control in Google Kubernetes Engine: Part OneDue to the ongoing COVID19 pandemic, much of the world has implemented social distancing measures, and video conferencing has become a…8 min read·Apr 8, 2020----
Dr Stephen OdaiboinThe Blog of RETINA-AI Health, Inc.Machine Learning in Production: Using Istio to Mesh Microservices in Google Kubernetes EngineTo be useful, machine learning algorithms have to be deployed into the real world in a form that is accessible, reliable, secure, and…12 min read·Mar 20, 2020----
Dr Stephen OdaiboinThe 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 read·Feb 22, 2020----