Sandeep Reddy @docsunny100
Professor | Chairman | Entrepreneur | Author | Translational AI Specialist drsandeepreddy.com Australia Joined October 2020-
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We’re on the brink of transformative #healthcareAI — but the gap between promise & real-world use is alarming. My new Substack calls for rigorous validation, fairness audits & true collaboration across clinicians, engineers & patients. docsunny100.substack.com/p/healthcare-a…
" State of Academic Publishing" -WSJ Opinion: wsj.com/opinion/academ… via @WSJopinion
It's great to see research evolving to assess the real world efficacy of foundational models/LLMs in clinical environments. Now we have a new benchmark to assess the agentic functions of LLMs using a virtual EHR environment: github.com/stanfordmlgrou…
How clinical data scientists use LLMs for their research/work: the-rheumatologist.org/article/how-ai…
My latest essay on Substack: open.substack.com/pub/docsunny10…
Hospitals across the US are increasingly leveraging AI to transform emergency departments by enhancing patient flow, transparency, and clinical efficiency: healthtechmagazine.net/article/2025/0…
Sunday Cartoon-1 "It’s not AI that makes you stupid; it’s refusing to learn how to use it."
Sunday Cartoon-2 For academic researchers, any bloated complex software is better than streamlined AI software.
Sunday Cartoon-3 Researchers spend inordinate time developing AI reporting guidelines—yet how effective can they be if industry leaders and vendors, who now publish much of the cutting-edge work, choose not to follow them?
The future of Radiology AI is in embedded and edge AI. To be more precise, AI that is embedded in the medical imaging devices. In my latest Substack article, I discuss the technical aspects of this approach in detail: open.substack.com/pub/docsunny10…
We really need to find a way for the current generation of AI models to become more energy efficient, environmentally friendly and sustainable: technologyreview.com/2025/05/20/111…
Wary of using proprietary and cloud-based LLMs, then "Ollama" is for you. It can be locally run as a standalone GUI app, as opposed to solely via command line. Here is a step-by-step guide on how to use Ollama: kdnuggets.com/all-you-need-i…
In a panel in June at the @SSSIHMSWFD initiated "Global Medical Conference", I discussed that AI governance and explainability are not exclusive to developed countries and highly resourced settings but are necessary wherever AI is implemented in healthcare service delivery.
Two camps within AI have been at odds with one another since the 1950s. A hybrid approach known as neurosymbolic AI is gaining traction with a few companies, including Amazon. wsj.com/articles/meet-… via @WSJ
#LLM #MedicalReportSimplification #PrePrint In this preprint of ours, we present a protocol to use LLMs to simplify medical reports in the context of limited health literacy, where English is a second language, and there are limited resources: lnkd.in/gK_BFVhS
UK Royal Society adopts ‘subscribe to open’ publishing model nature.com/articles/d4158…
#AIRegulation #HealthTech After building a Class 1A AI medical device, I discovered something alarming. The world is divided over AI healthcare regulation, putting patient safety at risk. My analysis: docsunny100.substack.com/p/ai-samd-regu…
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