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MedPage Today published an October 18, 2026, roundup of eight comments from clinicians and researchers on health technology, treatment access and recent medical studies. The quotations offer perspectives on the topics, but the roundup itself does not provide enough study details to verify or assess the underlying findings.
MedPage Today published an eight-quote roundup on October 18, 2026, collecting remarks from researchers and clinicians about AI in health care, flu-shot access, medical research and patient screening. The brief report captures reactions to several separate topics; it does not present a single new study or policy announcement, and it gives limited detail about the evidence behind the comments.
The headline quote came from Mishal Khan, PhD, of the UC Berkeley Labor Center, who said, “Tech is not good or bad, but neither is it neutral,” while discussing AI in health care. The statement emphasizes that technology’s effects depend on how it is designed and used, but the roundup does not describe a particular AI system, deployment or measured outcome.
Other comments addressed access and clinical evidence. Amesh Adalja, MD, of the Johns Hopkins Center for Health Security, said people seeking the new mRNA flu shot mFlusiva would need to use a website or call around. On a study of benzodiazepine use early in pregnancy and congenital malformations, Krista Huybrechts, MS, PhD, of Brigham and Women’s Hospital, called the findings “reassuring” while cautioning that the medicines “are not risk-free.”
The roundup also included remarks on pulmonary vascular resistance after heart transplantation, cancer risk among people with sickle cell disease, long-acting HIV therapy and pediatric obesity screening. The speakers included Ahmed Zayed, Vijay Sankaran, Fiona Cresswell and Ligang Liu. Their comments summarize concerns or interpretations, not full accounts of the studies.
How the Quotes Frame Health Decisions
The collection highlights issues that can affect how care is delivered as well as how medical evidence is interpreted. Khan’s comment points to questions about who benefits from health technology and who may be affected by its use. Adalja’s observation, meanwhile, draws attention to practical access: a treatment’s availability may not mean that obtaining it is straightforward.
The clinical comments also show why brief descriptions of research need careful reading. Huybrechts paired reassurance about a study with a reminder about medication risk. Zayed said pulmonary vascular resistance should not be read in isolation, while Sankaran said the evidence about cancer risk in people with sickle cell disease still needs to establish its case. These are qualified interpretations, not broad declarations that a treatment is safe or a risk is settled.
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Eight Topics in One Weekly Roundup
MedPage Today describes the item as a collection of quotable remarks heard by its reporters. The October 18 edition brings together comments from people working in different parts of health care, including academic research, hospitals and professional organizations. It is a weekly roundup rather than a unified research report: the quotations concern separate studies, services and debates.
The topics range from the early-2000s makeover show “The Swan,” criticized by plastic surgeon Kelly Killeen, MD, to research questions about transplant outcomes and HIV care. Liu’s comment that adolescents with similar body mass index can have different health profiles points to the limits of relying on one measure alone. The source does not provide study titles, methods or results in enough detail to compare the evidence across these subjects.
““Tech is not good or bad, but neither is it neutral.””
— Mishal Khan, PhD, UC Berkeley Labor Center
mRNA flu vaccine online appointment
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Evidence Behind the Remarks
The roundup does not supply links to the studies discussed, their sample sizes, methods, effect estimates or limitations. It is therefore not possible from this item alone to assess the strength of the findings or determine how the speakers’ characterizations compare with the underlying data.
Details also remain unspecified about mFlusiva’s availability and the website or phone contacts Adalja referenced. The comments on AI, HIV treatment, transplant measures and obesity screening likewise do not identify particular products, care settings or recommendations. The quotations should be read as attributed comments, not as complete clinical guidance or consensus statements.
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Full Studies and Access Details
Readers seeking to evaluate the medical findings will need to consult the original studies and any accompanying statements from the researchers or institutions. For the flu shot, further information from the relevant manufacturer, health authorities or providers would be needed to clarify where it is offered and how people can obtain it. The roundup does not announce a follow-up date or specify when additional details will be published.
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Key Questions
What did MedPage Today publish?
It published a weekly collection of eight health-related quotations on October 18, 2026, covering topics including AI, flu-shot access and medical research.
Was a new study announced in the roundup?
No single new study was announced. The collection refers to several separate studies and issues, but does not provide their full results or methods.
What did the AI comment mean?
Mishal Khan said technology is not neutral while discussing AI in health care. The roundup gives no specific example or measured impact, so the remark is a broad perspective rather than a finding about a named system.
What did the roundup say about benzodiazepines in pregnancy?
Krista Huybrechts described findings from a study of early-pregnancy use and congenital malformations as reassuring, while stressing that benzodiazepines are not risk-free. The brief item does not provide the study’s numerical results.
How can patients get mFlusiva?
Adalja said people may need to use a website or call around. The roundup does not identify the website, list providers or give detailed availability information.
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