[{"data":1,"prerenderedAt":361},["ShallowReactive",2],{"header":3,"footer":26,"footer-cities":54,"content-\u002Fnews\u002Fkern-county-emts-ai-ecg-flags-heart-attack-speeds-patient-to-cath-lab":235},{"id":4,"title":5,"body":6,"description":10,"extension":13,"links":14,"meta":20,"navigation":21,"path":22,"seo":23,"stem":24,"__hash__":25},"header\u002Fheader.md","Central Valley AI",{"type":7,"value":8,"toc":9},"minimark",[],{"title":10,"searchDepth":11,"depth":11,"links":12},"",2,[],"md",[15],{"label":16,"to":17,"icon":19},"News",{"path":18},"\u002Fnews\u002F","mdi-newspaper-variant-outline",{},true,"\u002Fheader",{"title":5,"description":10},"header","ceT4J-WxxOBdbhRC-UD3fo0Npu7vWt2o2B9b_LURPmE",{"id":27,"title":28,"body":29,"copyright":33,"description":10,"developedBy":34,"extension":13,"links":41,"meta":49,"navigation":21,"path":50,"seo":51,"stem":52,"__hash__":53},"footer\u002Ffooter.md","Footer",{"type":7,"value":30,"toc":31},[],{"title":10,"searchDepth":11,"depth":11,"links":32},[],"© {year} All rights reserved.",{"label":35,"link":36},"Developed by",{"label":37,"to":38,"target":39,"logo":40},"Kaweah Tech","https:\u002F\u002Fkaweah.tech","_blank","https:\u002F\u002Fassets.kaweah.tech\u002Flogo-black-on-transparent-tight.svg",[42,43,46],{"label":16,"to":18},{"label":44,"to":45},"About","\u002Fabout\u002F",{"label":47,"to":48},"Privacy Policy","\u002Fprivacy-policy\u002F",{},"\u002Ffooter",{"description":10},"footer","Ras2AGS8Wuda4aBPrbAbOivaxIsAoDbo9SNCA0w554g",[55,85,123,154,181,208],{"id":56,"title":57,"body":58,"county":77,"description":10,"extension":13,"intro":78,"meta":79,"navigation":21,"path":80,"seo":81,"stem":82,"tag":83,"__hash__":84},"cities\u002Fcities\u002Fbakersfield.md","Bakersfield",{"type":7,"value":59,"toc":74},[60,65],[61,62,64],"h2",{"id":63},"ai-in-bakersfield","AI in Bakersfield",[66,67,68,69,73],"p",{},"Bakersfield's AI conversation sits at the intersection of municipal government, the ",[70,71,72],"strong",{},"California State University Bakersfield"," community, and the energy and ag operators that drive Kern County's economy. The city was an early mover on AI-assisted permitting and has been a recurring backdrop for parent- and teacher-led debates about classroom AI use. Articles below follow specific Bakersfield initiatives, public-meeting decisions, and Kern County workforce stories — and how they reflect national AI trends from a regional vantage point.",{"title":10,"searchDepth":11,"depth":11,"links":75},[76],{"id":63,"depth":11,"text":64},"Kern County","Bakersfield and the surrounding Kern County are home to some of the most concrete AI-in-government experiments in the Central Valley, from instant municipal permitting to school-district debates about classroom AI. Coverage on this page tracks how AI is reshaping public services, education, and the energy and agriculture economies that dominate the region.",{},"\u002Fcities\u002Fbakersfield",{"title":57,"description":10},"cities\u002Fbakersfield","bakersfield","ozFL4HvDA_g7UrRE1mHbKqcS-vDLwbiH9JWVh3rB2Ac",{"id":86,"title":87,"body":88,"county":115,"description":10,"extension":13,"intro":116,"meta":117,"navigation":21,"path":118,"seo":119,"stem":120,"tag":121,"__hash__":122},"cities\u002Fcities\u002Ffresno.md","Fresno",{"type":7,"value":89,"toc":112},[90,94,109],[61,91,93],{"id":92},"ai-in-fresno","AI in Fresno",[66,95,96,97,100,101,104,105,108],{},"Fresno's AI story spans several distinct ecosystems. ",[70,98,99],{},"Fresno State"," and the ",[70,102,103],{},"California State University"," system anchor a workforce-readiness push, while local ",[70,106,107],{},"Fresno Unified School District"," debates around responsible use have made the city a recurring reference point in California's K-12 AI conversation. The city's economic base in agriculture, healthcare, and public services means most AI adoption stories here are about applied uses rather than model development — a different posture than coastal tech hubs but arguably more consequential for the people living here.",[66,110,111],{},"Use the articles below to follow how AI is showing up in Fresno-area institutions and businesses.",{"title":10,"searchDepth":11,"depth":11,"links":113},[114],{"id":92,"depth":11,"text":93},"Fresno County","Fresno is the largest city in California's Central Valley and the regional center for AI adoption across agriculture, healthcare, higher education, and small business. Coverage on this page tracks how AI is being applied — and contested — in and around the city of Fresno and Fresno County.",{},"\u002Fcities\u002Ffresno",{"title":87,"description":10},"cities\u002Ffresno","fresno","gOL2xk8y9t9OV6PPxP02OjYhZFHC_Cg-VGijh_V93dI",{"id":124,"title":125,"body":126,"county":146,"description":10,"extension":13,"intro":147,"meta":148,"navigation":21,"path":149,"seo":150,"stem":151,"tag":152,"__hash__":153},"cities\u002Fcities\u002Fmerced.md","Merced",{"type":7,"value":127,"toc":143},[128,132],[61,129,131],{"id":130},"ai-in-merced","AI in Merced",[66,133,134,135,138,139,142],{},"Merced is a research-heavy node in the Central Valley AI ecosystem. ",[70,136,137],{},"UC Merced"," faculty appear in national conversations about AI safety, autonomous vehicles, climate modeling, and pediatric health applications, while the ",[70,140,141],{},"Merced Unified School District"," and surrounding county institutions navigate the same K-12 and workforce questions the rest of the Valley faces. The articles below cover both the campus research story and the broader applied uses around the city and county.",{"title":10,"searchDepth":11,"depth":11,"links":144},[145],{"id":130,"depth":11,"text":131},"Merced County","Merced punches above its weight in AI research, anchored by UC Merced — a leading West Coast hub for AI in agriculture, climate, autonomous systems, and health. Coverage on this page tracks both academic research coming out of the campus and how AI is showing up across Merced's schools, businesses, and county institutions.",{},"\u002Fcities\u002Fmerced",{"title":125,"description":10},"cities\u002Fmerced","merced","pSWWlEzMdcv2_RZrUKdkEHU3bixNboePGdHbSdd1m34",{"id":155,"title":156,"body":157,"county":173,"description":10,"extension":13,"intro":174,"meta":175,"navigation":21,"path":176,"seo":177,"stem":178,"tag":179,"__hash__":180},"cities\u002Fcities\u002Fmodesto.md","Modesto",{"type":7,"value":158,"toc":170},[159,163],[61,160,162],{"id":161},"ai-in-modesto","AI in Modesto",[66,164,165,166,169],{},"Modesto's AI conversation tends to combine ag-tech adoption stories with workforce-readiness questions for the city's small and mid-sized employers. ",[70,167,168],{},"CSU Stanislaus"," and the regional community college network shape the higher-ed angle. Coverage below follows Modesto-area AI announcements and the wider Stanislaus County context.",{"title":10,"searchDepth":11,"depth":11,"links":171},[172],{"id":161,"depth":11,"text":162},"Stanislaus County","Modesto and Stanislaus County sit between the Bay Area and the southern Valley, and their AI story reflects that bridging role — from agriculture and food processing to the **California State University Stanislaus** community to small businesses adapting to AI-driven changes in marketing, hiring, and operations.",{},"\u002Fcities\u002Fmodesto",{"title":156,"description":10},"cities\u002Fmodesto","modesto","l75Dc40MX8wTb4lD088Yx9we4ypuDwmcvE-uEdqqREc",{"id":182,"title":183,"body":184,"county":200,"description":10,"extension":13,"intro":201,"meta":202,"navigation":21,"path":203,"seo":204,"stem":205,"tag":206,"__hash__":207},"cities\u002Fcities\u002Fstockton.md","Stockton",{"type":7,"value":185,"toc":197},[186,190],[61,187,189],{"id":188},"ai-in-stockton","AI in Stockton",[66,191,192,193,196],{},"Stockton's economic base in logistics, healthcare, and higher education gives the city a different AI profile than the southern Valley. ",[70,194,195],{},"University of the Pacific"," anchors the academic conversation, while San Joaquin County government, hospitals, and warehouse operators are navigating practical adoption questions: cost, training, security, workforce impact. The articles below track Stockton-area AI announcements and the broader San Joaquin County context.",{"title":10,"searchDepth":11,"depth":11,"links":198},[199],{"id":188,"depth":11,"text":189},"San Joaquin County","Stockton and San Joaquin County sit at the northern edge of the Central Valley, where logistics, healthcare, and the University of the Pacific shape the local AI adoption story. Coverage on this page follows how AI is being put to work — and questioned — across San Joaquin County's institutions, employers, and public services.",{},"\u002Fcities\u002Fstockton",{"title":183,"description":10},"cities\u002Fstockton","stockton","TYEBK9akp2HbpAFmYY67FeKt7Rs7L8tvtYeQBtgJAHw",{"id":209,"title":210,"body":211,"county":227,"description":10,"extension":13,"intro":228,"meta":229,"navigation":21,"path":230,"seo":231,"stem":232,"tag":233,"__hash__":234},"cities\u002Fcities\u002Fvisalia.md","Visalia",{"type":7,"value":212,"toc":224},[213,217],[61,214,216],{"id":215},"ai-in-visalia","AI in Visalia",[66,218,219,220,223],{},"Visalia's AI footprint is grounded in the practical adoption stories that come with a Tulare County economy built around agriculture, food processing, and rural healthcare. ",[70,221,222],{},"College of the Sequoias"," and the surrounding K-12 districts anchor the education conversation. The articles below cover Visalia-area AI developments and the Tulare County context, with a focus on applied uses rather than research or model development.",{"title":10,"searchDepth":11,"depth":11,"links":225},[226],{"id":215,"depth":11,"text":216},"Tulare County","Visalia is the largest city in Tulare County and a center for agriculture, healthcare, and county-government services in the southern Central Valley. Coverage on this page tracks how AI is being adopted across Tulare County's schools, hospitals, ag operations, and small business community.",{},"\u002Fcities\u002Fvisalia",{"title":210,"description":10},"cities\u002Fvisalia","visalia","gN4g7aAl-cqD4FfSTgtTAarltUoKLh8NFlPzCbZngqU",{"id":236,"title":237,"archived":238,"author":239,"body":240,"date":348,"dateModified":349,"description":350,"extension":13,"meta":351,"navigation":21,"path":352,"rawbody":353,"seo":354,"sitemap":355,"stem":356,"tags":357,"__hash__":360},"news\u002Fnews\u002Fkern-county-emts-ai-ecg-flags-heart-attack-speeds-patient-to-cath-lab.md","Kern County EMTs' AI ECG flags heart attack, speeds patient to cath lab",false,"CVAI Newsdesk",{"type":7,"value":241,"toc":340},[242,246,250,266,270,273,276,280,283,286,289,293,296,299,302,306,309,312,327,330,334],[243,244,237],"h1",{"id":245},"kern-county-emts-ai-ecg-flags-heart-attack-speeds-patient-to-cath-lab",[61,247,249],{"id":248},"key-takeaways","Key Takeaways",[251,252,253,257,260,263],"ol",{},[254,255,256],"li",{},"Kern County deployed 100 five-lead, AI-enabled ECGs to EMT crews on Feb. 1.",[254,258,259],{},"Hall Ambulance EMTs used the device to confirm a heart attack during a home call.",[254,261,262],{},"The county bought the units for $1,800 each and distributed them to EMS agencies.",[254,264,265],{},"Officials say Kern is first in California to place this tech with EMT\u002Fbasic life support crews.",[61,267,269],{"id":268},"how-the-call-unfolded","How the call unfolded",[66,271,272],{},"Jonathan Martin and Joshua Ovalle walked into a Kern County home to find a man weak and dizzy, asking to sit. The Hall Ambulance EMTs thought possible heart attack, so they pulled out their new hand-held electrocardiogram, or ECG. Five leads went on, two in specific chest spots, and the unit processed a 12‑lead equivalent using its onboard software.",[66,274,275],{},"The read came back positive for a heart attack. Early, and decisive. That early call meant the receiving hospital prepared the cath lab before the patient arrived, county officials said.",[61,277,279],{"id":278},"what-changed-for-kern-crews","What changed for Kern crews",[66,281,282],{},"Kern County Public Health Director Brynn Carrigan said the county announced the ECG acquisition in December, then implemented the devices across the emergency medical services system on Feb. 1. Speaking at a March 16 news conference, she credited the new hardware for getting the recent patient to definitive care without delay and said he survived.",[66,284,285],{},"County EMS Medical Director and Public Health Officer Dr. Kristopher Lyon said Kern is the first county in California, and possibly beyond, to put this diagnostic tool in the hands of EMTs on basic life support units. Paramedics have long run 12‑lead ECGs, he noted, but EMTs did not have that capability.",[66,287,288],{},"Hall Ambulance President and CEO Jonathan Surface put it plainly: \"Time is muscle.\" Every minute saved on the front end is a better chance at a good outcome.",[61,290,292],{"id":291},"what-the-county-bought","What the county bought",[66,294,295],{},"EMS program manager Jeff Fariss said the county purchased 100 devices at $1,800 each and distributed them to Hall Ambulance along with county and city fire agencies. Asked why public funds covered equipment that also went to a private ambulance provider, Fariss said it would have been an unfunded mandate otherwise. He said the county had a funding stream that allowed him to require use and also supply the units.",[66,297,298],{},"The device uses five physical leads but generates a 12‑lead analysis through software. For EMTs, that closes a long‑standing gap between suspicion and confirmation in the field, which is the part that moves the patient straight to the right door.",[66,300,301],{},"A bottle of hand sanitizer sat by the mic during the announcement.",[61,303,305],{"id":304},"why-this-matters-here","Why this matters here",[66,307,308],{},"Kern County readers will see this on the ground. Hall rigs and fire crews countywide now have the same pocket‑sized ECG that confirmed the recent heart attack, which means fewer hallway delays and faster trips to cath labs in Bakersfield. The county’s bet is simple: earlier identification, fewer bad outcomes.",[66,310,311],{},"\"We’re on fire for this,\" Fariss said. \"This thing is saving lives.\"",[66,313,314],{},[315,316,317,318,320,321,326],"em",{},"Central Valley AI is produced by the ",[70,319,239],{}," team and developed by ",[322,323,37],"a",{"href":38,"rel":324},[325],"nofollow",", a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.",[328,329],"hr",{},[61,331,333],{"id":332},"source","Source",[66,335,336],{},[322,337,338],{"href":338,"rel":339},"https:\u002F\u002Fwww.ems1.com\u002Fartificial-intelligence\u002Fcalif-emts-use-ai-ecg-to-catch-heart-attack-early",[325],{"title":10,"searchDepth":11,"depth":11,"links":341},[342,343,344,345,346,347],{"id":248,"depth":11,"text":249},{"id":268,"depth":11,"text":269},{"id":278,"depth":11,"text":279},{"id":291,"depth":11,"text":292},{"id":304,"depth":11,"text":305},{"id":332,"depth":11,"text":333},"2026-03-17","2026-06-02","Hall Ambulance crews now carry five-lead, AI-enabled ECGs after a Feb. 1 rollout; county officials say an early field read helped route a patient straight to care.",{},"\u002Fnews\u002Fkern-county-emts-ai-ecg-flags-heart-attack-speeds-patient-to-cath-lab","---\nauthor: CVAI Newsdesk\ndate: 2026-03-17\ndateModified: '2026-06-02'\ndescription: Hall Ambulance crews now carry five-lead, AI-enabled ECGs after a Feb.\n  1 rollout; county officials say an early field read helped route a patient straight\n  to care.\ntags:\n- healthcare\n- bakersfield\n- public safety\ntitle: Kern County EMTs' AI ECG flags heart attack, speeds patient to cath lab\n---\n\n# Kern County EMTs' AI ECG flags heart attack, speeds patient to cath lab\n\n## Key Takeaways\n\n1. Kern County deployed 100 five-lead, AI-enabled ECGs to EMT crews on Feb. 1.\n2. Hall Ambulance EMTs used the device to confirm a heart attack during a home call.\n3. The county bought the units for $1,800 each and distributed them to EMS agencies.\n4. Officials say Kern is first in California to place this tech with EMT\u002Fbasic life support crews.\n\n## How the call unfolded\n\nJonathan Martin and Joshua Ovalle walked into a Kern County home to find a man weak and dizzy, asking to sit. The Hall Ambulance EMTs thought possible heart attack, so they pulled out their new hand-held electrocardiogram, or ECG. Five leads went on, two in specific chest spots, and the unit processed a 12‑lead equivalent using its onboard software.\n\nThe read came back positive for a heart attack. Early, and decisive. That early call meant the receiving hospital prepared the cath lab before the patient arrived, county officials said.\n\n## What changed for Kern crews\n\nKern County Public Health Director Brynn Carrigan said the county announced the ECG acquisition in December, then implemented the devices across the emergency medical services system on Feb. 1. Speaking at a March 16 news conference, she credited the new hardware for getting the recent patient to definitive care without delay and said he survived.\n\nCounty EMS Medical Director and Public Health Officer Dr. Kristopher Lyon said Kern is the first county in California, and possibly beyond, to put this diagnostic tool in the hands of EMTs on basic life support units. Paramedics have long run 12‑lead ECGs, he noted, but EMTs did not have that capability.\n\nHall Ambulance President and CEO Jonathan Surface put it plainly: \"Time is muscle.\" Every minute saved on the front end is a better chance at a good outcome.\n\n## What the county bought\n\nEMS program manager Jeff Fariss said the county purchased 100 devices at $1,800 each and distributed them to Hall Ambulance along with county and city fire agencies. Asked why public funds covered equipment that also went to a private ambulance provider, Fariss said it would have been an unfunded mandate otherwise. He said the county had a funding stream that allowed him to require use and also supply the units.\n\nThe device uses five physical leads but generates a 12‑lead analysis through software. For EMTs, that closes a long‑standing gap between suspicion and confirmation in the field, which is the part that moves the patient straight to the right door.\n\nA bottle of hand sanitizer sat by the mic during the announcement.\n\n## Why this matters here\n\nKern County readers will see this on the ground. Hall rigs and fire crews countywide now have the same pocket‑sized ECG that confirmed the recent heart attack, which means fewer hallway delays and faster trips to cath labs in Bakersfield. The county’s bet is simple: earlier identification, fewer bad outcomes.\n\n\"We’re on fire for this,\" Fariss said. \"This thing is saving lives.\"\n\n*Central Valley AI is produced by the **CVAI Newsdesk** team and developed by [Kaweah Tech](https:\u002F\u002Fkaweah.tech), a regional firm that builds, deploys, and integrates AI solutions for businesses across California's Central Valley.*\n\n---\n\n## Source\n\nhttps:\u002F\u002Fwww.ems1.com\u002Fartificial-intelligence\u002Fcalif-emts-use-ai-ecg-to-catch-heart-attack-early\n",{"title":237,"description":350},{"loc":352},"news\u002Fkern-county-emts-ai-ecg-flags-heart-attack-speeds-patient-to-cath-lab",[358,83,359],"healthcare","public safety","GUCah1Qz_bBRPEPfl5VCsXjkQ9e7VeSfOwb6kSfzc4M",1782158322102]