Four steps before AI touches a clinical question: Sanitize, Ask one focused question, Flag uncertainty, Evaluate before use.
Free 3-page guide for clinicians, with a prompt you can copy:
loadingdose.ai/products/saf...

Four steps before AI touches a clinical question: Sanitize, Ask one focused question, Flag uncertainty, Evaluate before use.
Free 3-page guide for clinicians, with a prompt you can copy:
loadingdose.ai/products/saf...
π₯ What if evaluating AI is the wrong unit of analysis?
I argue that itβs time to make the human/AI system itself an object of evidence.
Agree? Disagree? Challenge me. π
worldebhcday.org/blog/2026/ma...
ARCagent introduces a retrieval-calibrated clinical QA system for ME/CFS that uses a structured inter-guideline conflict registry and conflict-aware re-ranking to surface contested evidence, plus an LLM-as-Judge benchmark. Theβ¦
#AI #HealthcareAI #RAG #ClinicalQA
https://arxiv.org/abs/2609.36392
A new arXiv paper proposes a physics-informed multi-agent framework to coordinate patient flow across hospital departments, combining BCMP queueing topology with decentralized reinforcementβ¦
#OpenSourceAI #MultiAgentSystems #HealthcareAI #ReinforcementLearning
https://arxiv.org/abs/2609.37022
Okay, this ChatGPT story actually has me impressed: it told a family their dad might be having a stroke and to get human help immediately. That's the ideal use for AI in health, isn't it? Flagging danger, not diagnosing. A smart assist! π€ #AI #HealthcareAI
π One webinar. Two imaging specialties. Real-world AI.
Discover: Autonomous radiology AI, Pathology workflow AI, Clinical validation strategies
π Oct. 14 --12 PM ET π 1.0 IIP Credit π» Virtual & FREE
π vist.ly/5kc5j
Of 1,357 FDA-authorized AI devices, 34 were linked to a registered prospective trial. Three measured a patient outcome.
Ask: tested to do what, in whom, against what?
Boards wonβt accept "the AI said so."
Show the trail: data β flag β human review β action.
CMS: AI may assist MA coverage decisions; individual circumstances still decide.
Auditable beats impressive. What would the board ask first?
Deleting names and MRNs isn't HIPAA de-identification. Dates, ZIP codes and free text can still identify a patient. No BAA, no PHI.
Free guide for clinicians: loadingdose.ai/products/saf...
https://netcontentseo.com/article/claude-makes-web-search-hipaa-ready-regulated-healthcare-agents-can-retrieve-live-sources-without-leaving-the-compliant-api-layer-1029 #Claude #AISearch #HealthcareAI #AIVisibility (2/2)
Win AI search for your brand: structure trials (PMC), align patient portals, publish side-by-sides, frame safety, and own your canonicals.
More: http://dlvr.it/TVgxZz #AIsearch #HealthcareAI #LucidQuest
AI is transforming healthcare. π₯π€
From diagnostic support and clinical documentation to patient communication and smarter operations, AI is creating new possibilities for healthcare organizations.
Explore: www.hyperbix.com/industries
Issue 003 is out. FDA has authorized 1,357 AI devices; three were tested on a patient outcome. Anesthesiology has 22 and zero registered trials.
π° $400Kβ$800K/YR | MTS, MEDICAL RESEARCH π©Ίπ€
π Remote
Experienced in medical & health research?
Help advance trustworthy AI in healthcare.
π©Ί Medical Research β’ Benchmarking β’ Enterprise AI
Concept bottleneck models show their reasoning, not just the verdict. But interpretability only helps if humans can act on it. The gain lives in the #AI #XAI #DecisionSupport #HealthcareAI
https://freegardner.com/synapse/concept-bottleneck-models-as-decision-support.html
Medicare is testing AI to speed care decisions, but can human oversight stop opaque delays and denials?
#Medicare #HealthcareAI https://spaisee.com/article/medicare-s-ai-care-experiment-puts-human-oversight-to-the-test
FDA has authorized 1,357 AI devices. Three were tested on a patient outcome.
Tomorrow's Loading Dose AI unpacks the gap. Free for clinicians every Monday.
π° $400Kβ$800K/YEAR | MEMBER OF TECHNICAL STAFF, MEDICAL RESEARCH π©Ίπ
π Remote | Full-time
Medical researcher with an advanced degree?
Use your expertise to help train next-generation AI.
π©Ί Medical Research β’ Benchmarking β’ Evaluation Frameworks
Commissioning a healthcare AI MVP?
Pharos Production found 6 of 7 citations wrong in its own mockups, before model integration.
See the audit and redesigned evidence screens in our design-phase case:
pharosproduction.com/insights/hea...
Tommy Ibrahim, M.D., MBA, MHA, executive vice president and chief transformation officer at Sanford Health, will join national healthcare and research leaders at the Newsweek AI Health Summit Sept. 23 in New York City.