NNPOD-Edge Data CenterOct 7 · 7 min readAI Infrastructure Solutions for Medical Imaging WorkloadsMedical imaging is becoming a demanding computing job. A CT or MRI study is not just another file sitting on a storage system. When a healthcare team starts using machine learning to work with a largedata-center-journal.hashnode.dev
KKevin KiruiOct 3 · 6 min readA Valid Model Response Can Still Be an Unsafe OneI ran into this while building Maintenance Triage (link), a prototype that turns free-text hospital equipment reports into routing decisions. It is a working prototype and has not been deployed in a hkevin-kirui-ai.hashnode.dev
LLakshmi MahabaleshwaraAug 24 · 18 min readWhat Happens to a Medical Image Before and After a Model Sees ItMedical imaging papers are full of familiar-looking terms: normalization, labels, validation, annotation, and preprocessing. If you come from general machine learning, you may think you already know wfreecodecamp.org
LLakshmi MahabaleshwaraAug 6 · 17 min readHow to Build a Privacy-First Medical Image De-Identification Agent with Claude and MCPImagine asking an AI assistant to de-identify thousands of medical images. It runs the pipeline, tracks progress, summarizes every decision, and tells you which files need human review, all without evfreecodecamp.org
MManu ShuklaJul 28 · 15 min readChatGPT Health is US-only: build a DPDP and ABDM-ready health AI assistant in India (2026)ChatGPT Health is US-only: build a DPDP and ABDM-ready health AI assistant in India (2026) Summary. OpenAI launched Health in ChatGPT on 23 July 2026 for logged-in US users aged 18 and over, letting tecorpit.hashnode.dev
LLakshmi MahabaleshwaraJul 22 · 16 min readHow to Train a Tumor Segmentation Model on Ultrasound Data with MONAIMost segmentation tutorials begin by choosing a model, feeding images into it, and tuning hyperparameters until the metric improves. But this skips the step that often matters most: understanding the freecodecamp.org
MManu ShuklaJul 20 · 16 min readSAHI and BODH in 2026: what India's health AI framework changes for clinical AI teamsSAHI and BODH in 2026: what India's health AI framework changes for clinical AI teams Summary. On 17 February 2026, Union Minister for Health and Family Welfare J.P. Nadda launched two initiatives at ecorpit.hashnode.dev
UUjjwal TripathiJul 6 · 6 min readAI in Healthcare: A Complete Guide for Wellness App FoundersLet me be honest with you about something most healthcare AI guides won't say upfront. The opportunity is genuinely enormous. The AI in healthcare market is growing from $37 billion in 2025 toward halmicrocosmworks.hashnode.dev
LLakshmi MahabaleshwaraJun 19 · 14 min readThe Hidden PHI Problem in Medical Images: Building a Synthetic Dataset for AI De-IdentificationIn this article, you'll learn how my team built a synthetic PHI generation pipeline to create privacy-safe training and validation data for medical imaging AI. The Problem Imagine you’re building an Afreecodecamp.org
NNeeraja MedaJun 13 · 16 min readHow I Built an Explainable AI Dashboard to Predict Hospital Readmissions — and Fixed a Python 3.14 Deployment NightmareEvery year, nearly 1 in 5 Medicare patients is readmitted to a hospital within 30 days of discharge — costing the U.S. healthcare system an estimated $26 billion annually. Many of these readmissions ahealthcareailab.hashnode.dev