AI Health Care Tool To Help Lower Patient Readmission Rates

An artificial intelligence (AI) tool being developed at West Virginia University (WVU) could lessen medication errors that send recently discharged patients back to the hospital.

An artificial intelligence (AI) tool being developed at West Virginia University (WVU) could lessen medication errors that send recently discharged patients back to the hospital.

A release from WVU Pharmacy stated at least 1.5 million people are harmed by medication errors every year, according to the Academy of Managed Care Pharmacy. They say the cost for treating these drug-related injuries occurring in hospitals alone is estimated at $3.5 billion annually.

At issue is the standard medication reconciliation clinicians perform before patients are discharged from the hospital. The prescription and treatment review is meant to develop a comprehensive but proper list of meds and treatments going forward.  

The problem is, with multiple charting inputs, the procedure often becomes error prone. WVU Pharmacy professors say the AI tool will go through each of the patient’s records for the medication reconciliation process, building an alert system that shows if the patient has a higher chance of getting readmitted.

“This is where 85 percent of the errors happen,” said project leader Abdullah Al-Mamun, assistant professor in the WVU School of Pharmacy Department of Pharmaceutical Systems and Policy. “During a patient’s time in the hospital, medications are changed to improve the outcome. The patient cannot go home with the same amounts of medications they were given in the hospital. There should be an adjustment.”

Mamun said the AI tool will go through each of the patient’s records for the medication reconciliation process, building an alert system that shows if the patient has a higher chance of getting readmitted.

In the release, Al-Mamun points to studies showing a 50 percent reduction in 30-day readmission rates when a transition-of-care pharmacist took over medication reconciliation. His project aims to make the pharmacist’s job more efficient and effective through this AI-driven tool.

“That’s where the AI comes in,” Mamun said. “It will pull all this data and using different algorithms will build a profile for the patient. That will make the process more accurate and much faster and improve medication safety.”

With grant funding, the research team will first develop an alert system prototype. The next step will be to integrate the tool into a hospital’s electronic data system and run a pilot test. 

Future Of AI And Issues With Natural Gas Storage Wells, This West Virginia Morning

On this West Virginia Morning, there has been a lot of discussion about artificial intelligence (AI), but many of us use it every day without even thinking about it. Randy Yohe spoke with Joshua Spence, chief information officer for Alpha Technologies, and Del. Evan Hansen, D-Monongalia, on what AI means for now and the future.

On this West Virginia Morning, there has been a lot of discussion about artificial intelligence (AI), but many of us use it every day without even thinking about it. Randy Yohe spoke with Joshua Spence, chief information officer for Alpha Technologies, and Del. Evan Hansen, D-Monongalia, on what AI means for now and the future.

Also, in this show, we listen to the latest story from The Allegheny Front, a public radio program based in Pittsburgh that reports on environmental issues in the region. Their latest story looks at issues with natural gas storage wells and their potential for failure.

West Virginia Morning is a production of West Virginia Public Broadcasting which is solely responsible for its content.

Support for our news bureaus comes from Shepherd University.

Eric Douglas is our news director and producer.

Listen to West Virginia Morning weekdays at 7:43 a.m. on WVPB Radio or subscribe to the podcast and never miss an episode. #WVMorning

A Discussion On The Future Of AI In W.Va.

On this episode of The Legislature Today, it was Crossover Day, meaning all bills must be passed out of their chamber of origin if they are to be considered this session. We also have a conversation about the possible future of artificial intelligence in West Virginia.

On this episode of The Legislature Today, it was Crossover Day, meaning all bills must be passed out of their chamber of origin if they are to be considered this session.

Briana Heaney and Randy Yohe have stories from the Senate and House as both chambers worked to get through a flurry of legislation.

Also, a new information portal would be available to foster parents and kinship caregivers if a House bill becomes law. Emily Rice has this story.

Finally, it took 66 years to go from the Wright Brothers to the moon. Experts say it won’t take that long for artificial intelligence to turn everything on its head. AI is top of mind for the state’s legislative leadership as well. Randy Yohe talked with Joshua Spence, chief information officer for Alpha Technologies, and Del. Evan Hansen, D-Monongalia, on what AI means for now and the future.

Having trouble viewing the video below? Click here to watch it on YouTube.

The Legislature Today is West Virginia’s only television/radio simulcast devoted to covering the state’s 60-day regular legislative session.

Watch or listen to new episodes Monday through Friday at 6 p.m. on West Virginia Public Broadcasting.

House Hitting Deadline To Introduce, Pass Bills

The House of Delegates worked through more than 30 bills on third reading Tuesday. Proposals that included water service cut offs, banning mugshots, helping veterans and outlawing deep fake election material.

The legislature is getting close to the end of session and there is a race to get all bills out of their chamber of origin by Wednesday. Nearly 2600 bills have been introduced this session, but fewer than 50 have completed legislation so far.

The House of Delegates worked through more than 30 bills on third reading Tuesday. Proposals included water service cut offs, banning mugshots, helping veterans and outlawing deep fake election material. 

Keeping your water running was key to Senate Bill 631. The measure prohibits municipalities from disconnecting water service for nonpayment of stormwater fees. There are some protections and exemptions.   

The sponsor of the bill, Del. John Hardy, R-Berkeley, said his research showed that some communities are over zealous in fee collection vs. disconnecting a family’s water supply,

Some of the municipalities have encumbered some of that stormwater money into their bond agreements and their bond declarations,” Hardy said. “So we felt like this would be a fiscally responsible way to make sure that we’re taking care of the municipalities, but still giving some relief to our constituents who are in some of these municipalities who are acting very heavy handedly.” 

The bill passed 99-0 and goes back to the Senate.

House Bill 4621 is known as the mugshot bill. It bans the Division of Corrections and Rehabilitation from posting booking photographs of an accused person. The bill denies the release of mugshots, with some public safety exceptions, until a person is convicted of the crime, instead of upon arrest.  

Del. Brandon Steele, R-Raleigh, opposed the bill. Steele said making mugshots public upon arrest protects and safeguards the defendant, the public and victims.

“The whole purpose of a mugshot is twofold,” Steele said. “One, to inform the public of what’s going on in their community, to let people know who’s in custody and why they’re in custody and what they’re charged with. The other thing is to protect the defendant, so that the defendant, that the world knows that that defendant is in custody.” 

Del. Larry Rowe, D-Kanawha, was one of many who supported the bill. Rowe said when the media and third party websites and magazines post and publicize mugshots before conviction, they prejudge a person who is still innocent until proven guilty.

“This really poisons the jury pool,” Rowe said. “It has a major effect, because people will be watching and saying. What we’re about is protecting individual rights against the mob. While the mob is on the side of publishing these photographs, it’s not on the side of protecting people from being embarrassed and having their reputations ruined, without ever having been found guilty beyond a reasonable doubt.”

After lengthy debate, the mugshot restriction bill passed 54-46 and now goes on to Senate consideration.

House BIll 4882 extends in-state tuition rates to all members and veterans of the National Guard, reserves, and armed forces as well as their spouses and dependents. 

Del. Ric Griffith, D-Wayne, was among many supporting a bill he said will invigorate the state and its economy. 

We have the lowest return rate of any state in the union of our discharge veterans,” Griffith said. “And one of the concerns that was expressed as people were discussing this is that that’s going to cost our institutions of higher learning. They’re badly needed out of state tuition. Well, to that, I think all of us feel strongly about this and realize these people aren’t coming if we don’t do this.This will bring people home.”

The bill passed 98-0.

House Bill 4963 is one of several AI bills proposed this session. It prohibits the use of deep fake technology to influence an election. Deep fake AI goes beyond photoshop, defined as an artificially produced audio, video or photo so realistic a regular person can’t tell it’s fake. 

The bill was sponsored by Del. Josh Holstein, R-Boone. He said certain voters are especially susceptible to false images and especially voices, in campaign ads.

If I were attacked, and I was in a primary campaign against me with somebody of the opposing side, their image behind me, that wouldn’t be necessarily a deep fake,” Holstein said. “But if somebody had remarks attributed to me that they played on an ad, using my voice that’s created with an artificial intelligence audio maker, and they say that I support this candidate or I support this legislation, which is false, and it’s a replica of my voice, that would be a deep fake. So that’s the intent behind this.”

The deep fake election restriction bill passed 88-11.

Lawmakers Discuss Bill Allowing Teachers In W.Va. To Carry Firearms In Classrooms

On this episode of The Legislature Today, small and rural schools in West Virginia find it difficult to staff school resource officers and other security personnel, but a bill now making its way through the House of Delegates would allow teachers and other school staff to carry a firearm or other weapon on school grounds. Chris Schulz spoke with Del. Elliot Pritt, R-Fayette, and Del. Anitra Hamilton, D-Monongalia, for their perspective.

On this episode of The Legislature Today, in the midst of school shootings like Park View, Sandy Hook and Uvalde, school safety continues to be a pressing issue across the country.

In West Virginia, small and rural schools find it difficult to staff school resource officers and other security personnel, but a bill now making its way through the House of Delegates would allow teachers and other school staff to carry a firearm or other weapon on school grounds. Chris Schulz spoke with Del. Elliot Pritt, R-Fayette, and Del. Anitra Hamilton, D-Monongalia, for their perspective.

In the House, along with 13 bills on third reading, several resolutions were passed, and tributes were read honoring fallen West Virginia combat veterans.

In the Senate, the chamber addressed keeping West Virginia safer online. The chamber approved bills addressing ways that AI (artificial intelligence) could be used to sexually exploit children on the internet and protect the personal information of people online. Briana Heaney has more.

Also, the Senate Banking and Insurance Committee on Monday afternoon considered an idea as old as the nation’s founding: Creating a currency backed by gold and silver. Curtis Tate has that story.

The House and Senate Education committees started the week off by considering changes to homeschooling requirements, as well as sports outside the school. Chris Schulz has more.

Finally, West Virginia’s senior citizens took center stage this Tuesday for AARP Day at the Capitol. There is a core group of statewide AARP leaders who lobby for certain legislation just about every day of every regular session – and 2024 is no different.

Having trouble viewing the video below? Click here to watch it on YouTube.

The Legislature Today is West Virginia’s only television/radio simulcast devoted to covering the state’s 60-day regular legislative session.

Watch or listen to new episodes Monday through Friday at 6 p.m. on West Virginia Public Broadcasting.

AI Coming To Classrooms, The Key Is Using It Correctly

The West Virginia Department of Education is helping schools come to terms with the new reality of artificial intelligence (AI). 

The West Virginia Department of Education is helping schools come to terms with the new reality of artificial intelligence (AI). 

West Virginia is the third state in the country to develop AI guidance for PK-12 education use. That’s according to Erika Klose, coordinator of academic support for the state Department of Education, who told the state Board of Education Wednesday that AI is already here in a variety of everyday technologies.

“We may not really realize it, but it’s here,” Klose said. “So if you ask Siri to set a reminder for you, Siri is using something called natural language processing to understand what you said, and then complete the task. When our phone scans our face in place of a password, your phone is using complex image processing, which is a form of AI to make certain that your face belongs to the person who should be accessing that phone.”

Klose gave a similar presentation to members of the Joint Standing Committee on Education Sunday. 

She emphasized that AI will never replace educators, who instead will be taught how best to use the technology in their classroom. Nor will it solve all of the problems facing the education system. These concepts help frame the new guidance to support learning, which include clarifying the ethical uses of AI, safeguarding student well being and data privacy and facilitating open and transparent dialogue about AI with all involved parties.  

She said if the department’s new guidelines are followed, AI has the potential to greatly help both students and educators create productive learning environments. 

“We believe that we could have individualized learning experiences that cater to each student’s needs, improve accessibility for students with diverse learning needs and exceptionalities … and allow our students to acquire the necessary skills for the 21st century, such as the knowledge of computer science and data literacy,” Klose said. 

Klose concluded by stating that the next steps in AI guidance will include significant public input.

“Within the next month, we will be launching a public stakeholder survey to look at our larger community’s perceptions around AI and how they’re using it, questions that they have,” she said. “We want the responses from our community, our parents, our students, our schools, our districts, our administrators, our teachers. We want their voice in that survey.”

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