{"id":619781,"date":"2026-09-09T23:18:11","date_gmt":"2026-09-09T23:18:11","guid":{"rendered":"https:\/\/www.newsbeep.com\/ie\/619781\/"},"modified":"2026-09-09T23:18:11","modified_gmt":"2026-09-09T23:18:11","slug":"can-ai-fix-health-care-in-emergency-rooms-the-tech-comes-up-short","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/ie\/619781\/","title":{"rendered":"Can AI fix health care? In emergency rooms, the tech comes up short."},"content":{"rendered":"<p class=\"paragraph | gutter_20_0\">To some, this may look like a scene from another country, Baugh said. But to him, it\u2019s just Thursday.<\/p>\n<p class=\"paragraph | gutter_20_0\">Baugh uses artificial intelligence, in the form of an ambient scribe, to assist in navigating the busy evening as he attends patients desperately waiting for help. Still, the technology is far from the panacea that developers claim it can be for what ails American health care. <\/p>\n<p class=\"paragraph | gutter_20_0\">The CEOs of some of the biggest AI companies have predicted the technology will \u201celiminate most cancer\u201d and \u201c<a href=\"https:\/\/darioamodei.com\/essay\/machines-of-loving-grace#1-biology-and-health\" target=\"_blank\" rel=\"nofollow noopener\">improve treatment of most other ailments<\/a>,\u201d or perhaps \u201ccure all disease\u201d <a href=\"https:\/\/www.statnews.com\/2025\/04\/23\/whats-an-ai-scaling-law-weve-found-biologys-says-profluent\/#:~:text=generate%20new%20proteins.-,Demis%20Hassabis,-may%20be%20wrong\" target=\"_blank\" rel=\"nofollow noopener\">within the next 10 years<\/a>. But nowhere better illustrates the challenge facing the technology than an emergency department. Brigham and Women\u2019s own evaluation of the benefits of AI in the emergency room shows that it falls far short of the techno-optimist vision of AI acting as an efficiency-generating machine that can make abundant health care available for marginal cost.<\/p>\n<p class=\"paragraph | gutter_20_0\">While AI documentation may help the physician focus on the patient and figure out what\u2019s wrong, scribes are doing \u201calmost nothing\u201d to improve the quagmire of challenges of delivering health care, said Graham Walker, an emergency physician in San Francisco and founder of health tech startups MDCalc and Offcall. He listed hallway patients, <a href=\"https:\/\/www.statnews.com\/2026\/03\/18\/er-hallway-beds-boarding-harm\/\" target=\"_blank\" rel=\"nofollow noopener\">boarding<\/a>, and the lack of skilled nursing facility beds as some of the ED challenges AI can\u2019t do anything about.<\/p>\n<p class=\"paragraph | gutter_20_0\">AI could potentially help patients better understand what to do when they leave the hospital, act as translators, triage care, or act as scribes for patients. But those applications are currently all academic, Mass General Brigham ED executives told STAT, or <a href=\"https:\/\/www.statnews.com\/2026\/06\/04\/after-doctors-patient-ai-scribes-track-visits\/\" target=\"_blank\" rel=\"nofollow noopener\">face opposition from health systems<\/a>.<\/p>\n<p class=\"paragraph | gutter_20_0\">\u201cThe idea that AI is just going to magically wave its wand and fix all of the problems of health care?\u201d Walker said. \u201cI would argue that there are probably more problems totally unrelated to AI in health care than there are problems that AI can fix in the next five years.\u201d<\/p>\n<p>The emergency room challenge<\/p>\n<p class=\"paragraph | gutter_20_0\">The emergency department is where all health care\u2019s ills find a place to land. <a href=\"https:\/\/www.statnews.com\/2018\/07\/03\/emergency-departments-holding-together-health-care\/\" target=\"_blank\" rel=\"nofollow noopener\">Patients without insurance, rising out-of-pocket costs<\/a>, <a href=\"https:\/\/www.statnews.com\/2022\/12\/08\/health-care-even-more-dysfunctional-after-medicare-cuts\/\" target=\"_blank\" rel=\"nofollow noopener\">primary care shortages<\/a>, <a href=\"https:\/\/www.statnews.com\/2019\/01\/31\/compassionate-care-frigid-night-emergency-department\/\" target=\"_blank\" rel=\"nofollow noopener\">homelessness<\/a>, and an <a href=\"https:\/\/www.statnews.com\/2022\/08\/01\/americans-deserve-better-than-destination-hallway-emergency-department\/\" target=\"_blank\" rel=\"nofollow noopener\">aging population with multiple chronic illnesses<\/a> often mean more people showing up at ERs, urgently in need of help, where it\u2019s almost always illegal to <a href=\"https:\/\/www.statnews.com\/2024\/04\/23\/supreme-court-abortion-idaho-emtala-case-could-imperil-emergency-care\/\" target=\"_blank\" rel=\"nofollow noopener\">turn someone away<\/a>.<\/p>\n<p class=\"paragraph | gutter_20_0\">That increased number of people increases <a href=\"https:\/\/www.statnews.com\/2019\/11\/25\/waiting-feels-immoral-fairness-emergency-department-empathy\/\" target=\"_blank\" rel=\"nofollow noopener\">wait times<\/a>, which are long because there is no room in the emergency room. There\u2019s no room in the emergency room because patients are \u201cboarding,\u201d i.e., stuck there <a href=\"https:\/\/www.statnews.com\/2020\/07\/22\/ai-models-hospitals-discharge-readmissions\/\" target=\"_blank\" rel=\"nofollow noopener\">because there are no beds<\/a> in other parts of the hospital. There are <a href=\"https:\/\/www.statnews.com\/2020\/08\/18\/icu-capacity-is-more-about-the-clinicians-than-the-number-of-beds\/\" target=\"_blank\" rel=\"nofollow noopener\">no beds in the ICU<\/a>, because there <a href=\"https:\/\/www.statnews.com\/2022\/01\/21\/expand-crisis-standards-of-care-to-allocating-health-care-workers\/\" target=\"_blank\" rel=\"nofollow noopener\">aren\u2019t enough nurses to staff them<\/a>. There <a href=\"https:\/\/www.statnews.com\/2023\/10\/16\/nursing-shortage-us-hospitals-unions\/\" target=\"_blank\" rel=\"nofollow noopener\">aren\u2019t enough nurses, because<\/a> hospitals insist they don\u2019t have the resources <a href=\"https:\/\/www.statnews.com\/2022\/02\/08\/medicare-can-help-fix-the-nurse-shortage-in-hospitals\/\" target=\"_blank\" rel=\"nofollow noopener\">to hire that staff<\/a>. And so on. <\/p>\n<p class=\"paragraph | gutter_20_0\">One of the most widely adopted uses of AI in medicine is the <a href=\"https:\/\/www.statnews.com\/2026\/04\/01\/ai-ambient-scribes-modest-time-savings-clinical-documentation\/\" target=\"_blank\" rel=\"nofollow noopener\">ambient AI scribe<\/a>. Baugh is one of the early adopters of the technology, which the Brigham and Women\u2019s emergency department started piloting in April 2024. <\/p>\n<p class=\"paragraph | gutter_20_0\">Emergency departments pose special problems for AI scribes. Unlike in outpatient settings such as primary care or orthopedics, the workflow in the emergency room is messy and fragmented \u2014 a complicated dance of residents, physician assistants, and nurses all working on the same patient at different times, ordering tests, and deducing what\u2019s wrong. <\/p>\n<p class=\"paragraph | gutter_20_0\">It\u2019s also noisy. Everyone spoke in muted tones that September night, but the emergency bay at Brigham and Women\u2019s was still loud, punctuated with high-pitched and low-pitched beeps from monitors, the clanking metal of nurses popping bed guardrails up and down and opening and closing drawers \u2014 all overlapping with the voices of doctors, residents, and caregivers huddled around a patient in a bed in the middle of the hallway.<\/p>\n<p class=\"paragraph | gutter_20_0\">Just a few years ago, very few AI scribes were tooled for use <a href=\"https:\/\/www.statnews.com\/2024\/04\/24\/hca-to-expand-the-use-of-ai-tool-to-automate-clinical-documentation-in-er\/\" target=\"_blank\" rel=\"nofollow noopener\">in the emergency room<\/a>. Now, the technology can handle multiple speakers giving the patient\u2019s history, the high ambient noise level, and has been tuned to produce the kinds of clinical notes that are most useful in the emergency department, said Reid Conant, an emergency physician who works for Abridge, a leading vendor in the AI scribes market.<\/p>\n<p class=\"paragraph | gutter_20_0\">Baugh, who uses Abridge\u2019s scribe, described it as a \u201cwellness\u201d tool. Thanks to the scribe, he gets his notes done within 24 hours of seeing a patient, rather than the typical 72 hours. The technology also lets him \u201cuntether\u201d and be more available to staff during his shift, allowing him to do more teaching and interacting with patients \u2014 parts of his job he enjoys more than clinical documentation. He usually hits the button to make all of his patient recordings into notes as he\u2019s walking out the door at 11 p.m.<\/p>\n<p class=\"paragraph | gutter_20_0\">The alternative, he said, is that \u201cI\u2019ll go home and try to do this at 1 a.m., or over the weekend.\u201d <\/p>\n<p class=\"paragraph | gutter_20_0\">Though the AI scribe may be helping Baugh, a <a href=\"https:\/\/www.annemergmed.com\/article\/S0196-0644(26)00266-0\/abstract\" target=\"_blank\" rel=\"nofollow noopener\">recent study in Mass General Brigham ERs<\/a> suggests that the technology is not changing the status quo in the emergency room.<\/p>\n<p class=\"paragraph | gutter_20_0\">While the AI scribes saved doctors 1.6 minutes per note, and human scribes saved double that number, neither type of scribe increased how many patients a clinician can see in a shift, or how much money the hospital was able to collect for each patient. Though Baugh was part of a <a href=\"https:\/\/www.statnews.com\/2024\/11\/19\/generative-ai-ambient-medical-scribes-market-consolidation\/\" target=\"_blank\" rel=\"nofollow noopener\">pilot with two different scribe<\/a> products, MGB at the beginning of 2026 switched to using Microsoft\u2019s AI scribe, a MGB spokesperson said. <\/p>\n<p class=\"paragraph | gutter_20_0\">Mass General Brigham\u2019s community emergency medicine division chief Melisa Lai-Becker told STAT that there\u2019s \u201csomething priceless\u201d to relieving the cognitive load for an emergency physician, especially when it can decrease interruptions and let physicians focus on a task during a shift when they might have dozens of patients to care for. But it\u2019s unclear where the actual time saved with the AI scribe is going. Those few minutes, the only measurable benefit of the technology, \u201care unfortunately being erased by all of the other roadblocks and bottlenecks of the system,\u201d she said.<\/p>\n<p>Does the AI benefit patients?<\/p>\n<p class=\"paragraph | gutter_20_0\">At Brigham and Women\u2019s, Baugh has seen 15 patients in the first four hours of his shift, and he thinks that might go up to 25 or 35 by the time he goes home. He\u2019s the only attending physician on this bay. When the residents or physician assistants lean across the central row of computers to present a new patient\u2019s case to him, he slides his phone, recording on Abridge, between them. <\/p>\n<p class=\"paragraph | gutter_20_0\">The residents and PAs working with Baugh acknowledged the benefits AI scribe companies typically tout: Without the pressure to document during his shift, he\u2019s less distracted, they said; he can be more thoughtful and listen more carefully when consulting on what to do with a patient.<\/p>\n<p class=\"paragraph | gutter_20_0\">But it\u2019s unclear where the benefits accrue outside of the person using the AI scribe, or those working with them. The patients STAT talked to at Brigham and Women\u2019s viewed the tool as more of a positive than a negative, but it didn\u2019t assuage their larger concerns. <\/p>\n<p class=\"paragraph | gutter_20_0\">Isaac Cohen, whose bare feet stuck out from under the blanket on his hallway bed, came in to the emergency department because of dizziness, headache, and chest pains, at the urging of his physical therapist. Baugh had ordered an X-ray and a CT scan, and Cohen was anxiously waiting to be told the results. <\/p>\n<p class=\"paragraph | gutter_20_0\">He had no problem with the use of AI in his care but said it didn\u2019t feel any different from any other visit he\u2019d had to the emergency room before. The AI didn\u2019t feel like it was helping him at all. He wondered if his blood sugar was part of what caused his symptoms, but he didn\u2019t have any answers. \u201cThat\u2019s my concern. I don\u2019t care about anything else,\u201d he said. \u201cI want to know what happened to me.\u201d<\/p>\n<p class=\"paragraph | gutter_20_0\">Similarly, Kiki Wenzel, an ovarian cancer patient who came in because she was out of breath, groggy, and twitching after her sixth chemo infusion, didn\u2019t think the technology addressed her bigger worries. Someone told her she was getting admitted, but she was still stuck in a busy corner of the hallway. \u201cWhy am I still sitting down here in the emergency room?\u201d she asked. <\/p>\n<p class=\"paragraph | gutter_20_0\">Her oncologist had called ahead to the emergency room, which put her at the front of the line \u2014 but Wenzel and her husband still waited for four hours. She worried about those she\u2019d left behind, still waiting to be seen. \u201cThere\u2019s still people out there that have been outside in the waiting room for like three hours before we got here,\u201d she said.<\/p>\n<p class=\"paragraph | gutter_20_0\">Sayon Dutta, an emergency room physician and clinical informaticist at Mass General Brigham who co-authored the study on scribe use in the ED at MGB, said that it\u2019s an open question as to what physicians do with the time \u2014 perhaps up to an hour per shift \u2014 they\u2019re saving on documentation, since the study indicated they are not seeing more patients. It\u2019s also a tough question to study.<\/p>\n<p class=\"paragraph | gutter_20_0\">\u201cAre they talking to residents? Are they teaching? Are they more at the bedside? Are they looking at other parts of the chart and reviewing stuff? Are they spending time doing other things?\u201d he said. \u201cOr are they just checking their email?\u201d<\/p>\n<p>At EDs, the wait for a fix continues<\/p>\n<p class=\"paragraph | gutter_20_0\">STAT talked to several emergency physicians at different institutions who use AI scribes. They concurred: The AI used in emergency rooms today isn\u2019t going to substantially change wait times, how long it takes to get results back, or how fast rooms become available. <\/p>\n<p class=\"paragraph | gutter_20_0\">An AI scribe \u201cis one of the lowest hanging fruits\u201d for AI, said Josh Lesko, who works for a Virginia group called the Emergency Physicians of Tidewater that staffs the Sentara health system. \u201cIt\u2019s a much easier and simpler fix than ED boarding or patient discharge rates, which have plagued the hospital system.\u201d<\/p>\n<p class=\"paragraph | gutter_20_0\">MGB didn\u2019t even expect the AI tool to affect patient throughput because of how full of bottlenecks the ED is, Dutta said. \u201cIf you\u2019ve got a lot of boarders, for example, that can\u2019t get a bed upstairs, you may not be able to impact how many patients you see because you\u2019re constrained by these other things that are outside of your control, to some extent,\u201d he said.<\/p>\n<p class=\"paragraph | gutter_20_0\">Other generative AI tools in the pipeline for the emergency department \u2014 such as <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0736467926000739\" target=\"_blank\" rel=\"nofollow noopener\">creating discharge instructions<\/a> in simpler or <a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/41989065\/\" target=\"_blank\" rel=\"nofollow noopener\">other languages<\/a>, <a href=\"https:\/\/ai.nejm.org\/doi\/full\/10.1056\/AIoa2400296\" target=\"_blank\" rel=\"nofollow noopener\">triaging patients<\/a>, <a href=\"https:\/\/www.statnews.com\/2026\/01\/28\/stanford-penn-hospitals-build-electronic-health-record-chatbots\/\" target=\"_blank\" rel=\"nofollow noopener\">summarizing a patient\u2019s complex medical history<\/a> for ED physicians, <a href=\"https:\/\/www.nature.com\/articles\/s41591-026-04601-5\" target=\"_blank\" rel=\"nofollow noopener\">suggesting diagnoses and next steps<\/a>, or bringing the most urgent <a href=\"https:\/\/www.statnews.com\/2026\/01\/21\/fda-clears-aidoc-tool-detect-multiple-conditions-from-ct-scan\/\" target=\"_blank\" rel=\"nofollow noopener\">radiology scans<\/a> to the front of the line \u2014 are far behind AI scribes. <\/p>\n<p class=\"paragraph | gutter_20_0\">For example, Lai-Becker told STAT that MGB hasn\u2019t yet found an AI triage vendor whose product \u201clooks like it\u2019s quite ready to really launch into a pilot.\u201d Dutta said that AI for translating patient documents to other languages first needs to demonstrate safety and \u201cis still within the academic realm.\u201d And Lai-Becker said that she wasn\u2019t aware of any non-emergency-medicine tools, such as radiology AI, currently in use that would impact the flow in the health system\u2019s emergency department.<\/p>\n<p class=\"paragraph | gutter_20_0\">Walker imagines a world where there\u2019s an <a href=\"https:\/\/www.statnews.com\/2026\/04\/13\/hospitals-launch-chatbots-creating-new-funnel-for-patients\/\" target=\"_blank\" rel=\"nofollow noopener\">AI tool that can better help his patients decide<\/a> whether they need to go to the emergency room or not \u2014 to encourage people who come in too late to come in sooner, and to re-route would-be ER patients who would be better served at an urgent care. But even that AI system would be throttled by access in other parts of the health care system: \u201c\u2018Now the system is telling me my only options are, I can see a specialist in seven months or I could go to the ER and get my workup started,\u2019\u201d he said. <\/p>\n<p class=\"paragraph | gutter_20_0\">There are \u201cdozens of issues in health care that need addressing, arguably maybe even more than improving and fixing the rev[enue] cycle and prior auth[orization],\u201d said Walker, referencing the <a href=\"https:\/\/www.statnews.com\/2026\/03\/09\/bcbs-study-hospitals-use-ai-upcoding-drive-up-prices\/\" target=\"_blank\" rel=\"nofollow noopener\">billing<\/a> and <a href=\"https:\/\/www.statnews.com\/2025\/10\/29\/will-optum-real-really-end-the-payer-vs-provider-ai-wars-ai-prognosis-newsletter\/\" target=\"_blank\" rel=\"nofollow noopener\">insurance<\/a> applications of AI that are also currently among the most <a href=\"https:\/\/www.statnews.com\/2026\/04\/08\/insurers-providers-agree-ai-scribes-raise-health-care-costs\/\" target=\"_blank\" rel=\"nofollow noopener\">popular uses of AI<\/a> in medicine. He listed infant mortality, rural health, maternal mortality, and under-insurance as bigger issues, just to start. <\/p>\n<p class=\"paragraph | gutter_20_0\">\u201cBut those problems are so perpendicular to what AI can do right now,\u201d he said.<\/p>\n","protected":false},"excerpt":{"rendered":"To some, this may look like a scene from another country, Baugh said. But to him, it\u2019s just&hellip;\n","protected":false},"author":2,"featured_media":619782,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[34],"tags":[103,397,396,61,60],"class_list":["post-619781","post","type-post","status-publish","format-standard","has-post-thumbnail","category-healthcare","tag-health","tag-health-care","tag-healthcare","tag-ie","tag-ireland"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/619781","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/comments?post=619781"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/619781\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media\/619782"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media?parent=619781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/categories?post=619781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/tags?post=619781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}