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Category: Methodologies & Analytics
03/23/2023

Spotting Opioid Overdoses Before They Happen, With AI

Article Excerpt: A Stony Brook University computer professor with an AI algorithm that detects substance abuse through language has refocused the impressive prediction technology on opioids – with startling results. Associate Computer Science Professor H. Andrew Schwartz is the senior author of a new study detailing the use of artificial intelligence to predict opioid mortalities. The work builds on Schwartz’s earlier success identifying high- and low-risk alcohol abuse via an AI application that interpreted language used in Facebook posts. This time, Schwartz and four other authors – including lead author Matthew Matero, an SBU computer-science student, and National Institute on Drug Abuse Data Scientist Salvatore Giorgi – hope to create some desperately needed “location-specific aid for the U.S. opioid crisis,” according to the abstract of an article published last week by the peer-reviewed open-access journal Npj Digital Medicine.

Full Article: https://tinyurl.com/6m4jwpd4

Article Source: Innovate LI

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ; ;
03/20/2023

Data-Centric AI is Making Waves

Article Excerpt: With the shift to data-centric AI the industry is seeing a higher priority being placed on the quality of the data used in AI systems, and as a result there is potential for more accurate and reliable outputs, especially within the healthcare context. Healthcare is uniquely suited to a data-centric AI approach. Currently, healthcare is generating the world’s largest volume of data, and it isn’t going to slow down anytime soon. It is estimated that by 2025, 36% of the world’s generated data will be healthcare data and every year we are seeing more than two million scientific articles published. Unfortunately, much of the world’s data remains disconnected, disorganized, conflicting, and unstructured.

Full Article: https://tinyurl.com/mvpnb67j

Article Source: Fierce Biotech

Posted in: Methodologies & Analytics // Tagged: ; ; ; ;
03/15/2023

ONC: Majority of Office-Based Physicians Used Telehealth in 2021

Article Excerpt: A report from the Office of the National Coordinator for Health Information Technology found that telehealth use grew noticeably over the course of the COVID-19 pandemic, with high rates of not only provider adoption but also satisfaction. Throughout the COVID-19 pandemic, it became apparent that telehealth was an effective method for providing and receiving care. However, as the severity of the public health emergency diminished, questions surrounding telehealth and its continued use arose.

Full Article: https://tinyurl.com/4cru2w4c

Article Source: mHealth Intelligence

Posted in: Methodologies & Analytics // Tagged: ; ; ; ; ;
03/07/2023

Psychological Phenotypes Correlate with Response to Digital Therapy for Anxiety

Article Excerpt: A patient’s psychological phenotype could be an indication of whether the patient will respond to a digital therapy for anxiety, according to a new report. The study offers insights that could help clinicians offer personalized care to patients with psychological conditions, but it also could explain why some patients respond more strongly than others to the types of therapy often leveraged by prescription digital therapeutics. The findings were published in Scientific Reports. Corresponding author Veronique A. Taylor, Ph.D., M.Sc., of the Brown University School of Public Health, and colleagues, said while personalized medicine has become an important component of other types of healthcare, personalized medicine in mental health has lagged due in part to a lack of research.

Full Article: https://tinyurl.com/2p8tnr2j

Article Source: Managed Healthcare Executive

Posted in: Methodologies & Analytics, Uncategorized // Tagged: ; ; ; ; ; ; ;
02/15/2023

ChatGPT Gets Dartmouth Talking

Article Excerpt: ChatGPT, OpenAI’s trending chatbot that generates conversational responses to user prompts through advanced artificial intelligence, has been busy since its launch in late November… “ChatGPT and other generative AI technologies have huge potential for—and will have huge effects on—education,” says Provost David Kotz ’86, the Pat and John Rosenwald Professor in the Department of Computer Science. “My hope is to provide immediate support to faculty and instructors to become familiar with the technology and its impacts, and then look further down the road to consider how we can leverage it as a pedagogical tool, recognizing that it will be part of the future of teaching, learning, scholarship, and work.”

Full Article: https://tinyurl.com/59hbkfzm

Article Source: Dartmouth News

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ; ; ;
02/13/2023

Telehealth Is Here to Stay: How Technology Has Become a Staple for Physicians and Is Serving Unmet Health Care Needs

Article Excerpt: While the pandemic was the impetus for greater utilization of telehealth across the health care continuum, it’s safe to say that due to the convenience and benefits it offers to patients and providers, telehealth is here to stay. Before COVID-19, telehealth visits only accounted for 4% of total appointments, according to our recent research, which evaluated telehealth usage across 93.7 million patients in our athenaOne network. In the first half of 2022 when many patients returned to receiving in-person care, virtual visits still accounted for 8.9% of total appointments – a relatively minor decrease from the 12.1% we saw at the pandemic’s height. In addition to large-scale utilization, it is also evident that telehealth is being leveraged for a wide range of use cases. The network research, in addition to a survey we commissioned through Dynata of 2,000 U.S. patients, both found interesting patterns in usage for behavioral health, chronic care, as well as differences in adoption across race and gender. Despite differences in adoption and utilization, one thing is clear: Telehealth will remain a pivotal component of health care delivery now and in the years to come.

Full Article: https://tinyurl.com/yhm65kvr

Article Source: Medical Economics

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ;
02/01/2023

‘There’s a Sense of Urgency’: How Wearables Could Reshape Addiction Treatment

Article Excerpt: Wearables offer addiction treatment providers tantalizing opportunities to improve care outcomes. Increasingly sophisticated devices are now available at affordable price points. Effortless data collection opens the door to more objectivity in a highly subjective field. But there’s a serious problem. Researchers and practitioners still need to figure out what to do with the mountains of data that wearables could produce.

Full Article: https://tinyurl.com/5n968229

Article Source: Behavioral Health Business

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ; ; ;
01/25/2023

NCI-Funded Centers Study New Ways to Apply Telehealth Across Cancer Care

Article Excerpt: …with the initial urgency of the pandemic in the past, public health agencies including NCI are examining ways to maximize the benefits of telehealth, from cancer screening to survivorship. NCI’s former director, Norman “Ned” Sharpless, MD, inspired agency officials to undertake a widespread effort to accelerate and optimize use of telehealth, (Robin C.) Vanderpool (chief of the health communication and informatics research branch in the division of cancer control and population sciences at NCI) said. “Dr. Sharpless came to our division and said, ‘We need take advantage of this one silver lining coming out of the pandemic.’” she said. “‘We need to understand what’s happening in the cancer space with telehealth.’”

Full Article: https://tinyurl.com/4r8h2yyu

Article Source: Healio

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ; ;
01/06/2023

Deep Learning Algorithm Can Hear Alcohol in Voice

Article Excerpt: La Trobe University researchers have developed an artificial intelligence (AI) algorithm that could work alongside expensive and potentially biased breath testing devices in pubs and clubs. The technology can instantly determine whether a person has exceeded the legal alcohol limit purely on using a 12-seconds recording of their voice.

Full Article: https://tinyurl.com/4uhjh4kn

Article Source: Neuroscience News

Posted in: Emerging Technologies, Methodologies & Analytics // Tagged: ; ; ; ; ; ; ;