Published inThe 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…Nov 4, 20211Nov 4, 20211
Published inThe 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…Sep 9, 20211Sep 9, 20211
Published inThe 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…Jan 10, 20211Jan 10, 20211
Published inThe 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…Dec 15, 2020Dec 15, 2020
Published inThe 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…Oct 28, 2020Oct 28, 2020
Published inThe 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…Apr 28, 20201Apr 28, 20201
Published inThe 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…Apr 21, 2020Apr 21, 2020
Published inThe 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…Apr 8, 2020Apr 8, 2020
Published inThe 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…Mar 20, 2020Mar 20, 2020
Published inThe 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…Feb 22, 2020Feb 22, 2020
