Literature Review

Bill Gates AI jobs: 3 roles that will surviveArchynewsy; 3/30/25...  Despite the potential for widespread automation, Gates identifies three key areas where human expertise will remain indispensable: creative work, those requiring high levels of emotional intelligence, and skilled trades. These professions share a common thread – they rely on uniquely human capabilities that AI currently struggles to replicate. ... Gates predicts substantial changes in sectors like healthcare and education, with AI potentially handling many diagnostic and instructional duties currently fulfilled by doctors and teachers. ... [Continue reading ...]

Multidisciplinary clinician perceptions on utility of a machine learning tool (ALERT) to predict 6-month mortality and improve end-of-life outcomes for advanced cancer patientsCancer Medicine; Nithya Krishnamurthy, Melanie Besculides, Ksenia Gorbenko, Melissa Mazor, Marsha Augustin, Jose Morillo, Marcos Vargas, Cardinale B. Smith; 3/25There are significant disparities in outcomes at the end-of-life (EOL) for minoritized patients with advanced cancer, with most dying without a documented serious illness conversation (SIC). This study aims to assess clinician perceptions of the utility and challenges of implementing a machine learning [ML] model (ALERT) to predict 6-month mortality among patients with advanced solid cancers to prompt timely SIC. Our study found that clinicians expressed widespread acceptability of ALERT and identified clear benefits, particularly in triggering earlier SIC and standardizing prognosis discussions across care teams. [Additionally,] a recent study found that ML prognostic models decreased use of aggressive chemotherapy at EOL and increased SIC frequency fourfold.

Ethics in patient preferences for artificial intelligence–drafted responses to electronic messagesJAMA Network Open; Joanna S. Cavalier, MD; Benjamin A. Goldstein, PhD; Vardit Ravitsky, PhD; Jean-Christophe Bélisle-Pipon, PhD; Armando Bedoya, MD, MMCi; Jennifer Maddocks, PT, MMCi; Sam Klotman, MPH; Matthew Roman, PT, MHA, MMCi; Jessica Sperling, PhD; Chun Xu, MB; Eric G. Poon, MD, MPH; Anand Chowdhury, MD, MMCi; 3/25The rise of electronic communication sent to clinicians via the patient portal has directly led to clinician burnout and dissatisfaction. With patients increasingly messaging their clinicians, replying to in-basket messages (akin to email) has become a burdensome task consisting of medical questions, refill requests, and administrative and scheduling requests. This survey study of 1,455 respondents showed that while overall satisfaction was high (>75%) regardless of author, respondents preferred responses written by AI [artificial intelligence] over those written by a human ... However, when an AI author was disclosed, satisfaction was lower for AI compared with a human author ... Meaning: Reduced satisfaction due to AI disclosure should be balanced with the importance of patient autonomy and empowerment.

Digital Transformation 101: A handy primerHealthcare IT News; by Bill Siwicki; 3/21/25 Robert Slepin, chief digital officer at SE Health and an emeritus CIO adviser at Epic, describes the key aspects of digital transformation that provider organizations need to understand, primary technologies involved and how to best organize the effort. Healthcare IT News sat down with him to discuss aspects of digital transformation efforts that provider organizations don't quite have a firm grasp on to begin with, the primary technologies involved in digital transformation, how to organize such a comprehensive effort as digital transformation, and his transformation effort at SE Health. [Continue reading ...]

[Germany] Web-based educational tools and decision aids for patients with advanced cancer: A systematic reviewPatient Education and Counseling; Phoebe Ullrich, Henrike Voß, Laura Unsöld, Michael Thomas, Matthias Villalobos; 2/25In advanced cancer care, patient involvement in decision-making is complex. Web-based solutions are promising because of easy accessibility and dissemination and the ability to adapt information to patients' needs and new treatment developments. Still, only a few evidence-based web-based educational tools and decision aids are available. Filling this gap is essential to empower patients to make informed and goal-concordant treatment decisions.

Employer-sponsored digital health platforms for mental wellness—A good investmentJAMA Network Open; Molly Candon, PhD; Rebecca E. Stewart, PhD; 2/25The authors evaluate an employer-sponsored digital health platform (Spring Health; Spring Care Inc) that screens employees for mental health conditions and, when warranted, connects them to treatment. Hawrilenko et al found a reduction in health care spending among digital health platform users compared with a matched comparison group. These findings contribute to a broader literature that considers the economic value of employer-sponsored interventions aimed at mental wellness ... There are broader implications of the study by Hawrilenko et al, because employer-sponsored digital health platforms are among the quickest and easiest pathways to grant a majority of US individuals accessible mental health care. 

The challenges ahead with Jeanne Chiricohallenges ahead with Jeanne Chirico, HPCANYS President/CEO

Q&A: Nursing and the integration of technology at HIMSS25 mobihealthnews; by Anthony Vecchione; 3/10/25 Lavonia Thomas, nursing informatics officer at the University of Texas MD Anderson Cancer Center, sat down with MobiHealthNews at the HIMSS Global Health Conference & Exhibition in Las Vegas last week to discuss how nurses are implementing digital tools that help improve patient care.  ... [Thomas:] "We are having some great success in nurses' engagement and their feeling of being highly engaged. A nurse is not going to tell you, "I love the electronic health record" or certain things about technology. What is important is that they feel that they are heard, that their feedback is taken into the design and development and that their workflows are assessed." ...

Using virtual reality to improve outcomes related to quality of life among older adults with serious illnesses: Systematic review of randomized controlled trialsJournal of Medical Internet Research; Bhagvat Maheta, Alexandra Kraft, Nickolas Interrante, Soraya Fereydooni, Jeremy Bailenson, Brian Beams, Christina Keny, Thomas Osborne, Karleen Giannitrapani, Karl Lorenz; 2/25Virtual reality (VR) has promise as an innovative nonpharmacologic treatment for improving a patient's quality of life. VR can be used as an adjunct or treatment for many acute and chronic conditions, including serious illnesses. Nascent evidence suggests VR's potential in mitigating pain, anxiety, and depression and improving mobility among persons with serious illnesses.

Patient put in hospice at 52 celebrates life years after admission, thanks to heart surgery KCTV-5, Kansas City, MO; by Morgan Riddell; 2/27/25 A local man with heart failure who was told numerous times he only had months to live now has a new outlook on life two years later. ... It started in 2023. Sam Edwards, who was diagnosed with ALS after serving in the military, started experiencing new pains. He went to doctors who all determined Sam was just experiencing issues related to ALS. Then, a doctor at the VA Hospital noticed some tests were off and found Sam was experiencing heart failure. What he needed was open heart surgery, but doctors determined the risk of putting Sam on the operation table was too high. Not only was he at risk of having a stroke and dying on the operating table, but his recovery would also be months long and painful. They declined to do the surgery at the VA and suggested Sam go get a second opinion. This is when he was connected with Dr. Michael Gibson.Editor's note: While we in the palliative and hospice field promote earlier admissions to care and elimination of overtreatment, another side of the coin exists. Click on the title's link to read more about this hospice patient who sought out a second opinion. Imagine: the hospice patient is you (at age 52); or a family member; or a best friend. Especially as AI becomes more prevalent in assessing palliative and hospice referrals, we must see the bigger picture and retain human element. 

Exploring the role of AI in palliative care and decision-making Penn Today; by Erica Moser; 2/28/25 Oonjee Oh [nursing Ph.D studen] was the lead author on the paper “The ethical dimensions of utilizing Artificial Intelligence in palliative care,” which published in the journal Nursing Ethics in November. ... The paper applies the moral principles of beneficence, nonmaleficence, autonomy, justice, and explicability to examine the ethical dimensions of three hypothetical use cases: machine learning algorithms that predict patient mortality, natural language processing models that capture the signals of psychological distress from clinical notes, and chatbots that provide informational and emotional support to caregivers.

New FDA policies could limit the full value of AI in medicineJAMA Health Forum; Scott Gottlieb, MD; 2/25Some experts within the [AI] field predict that in the next several years, developers may realize artificial general intelligence (AGI)—a revolutionary form of AI capable of understanding, learning, and applying knowledge across various tasks with human-like proficiency. Unlike today’s narrow AI systems that excel at tasks such as image recognition or language translation, AGI can tackle any intellectual challenge a human can, demonstrating a deep comprehension of diverse disciplines. Artificial intelligence tools with advanced analytical capabilities used in clinical practice, especially tools that synthesize complex clinical information from distinct sources, may automatically be classified as medical devices ... [by the US Food and Drug Administration]. This could deny health care clinicians access to AI tools that have the potential to transform the productivity and safety of medical care. 

5 tips to determine how tech can support your physicians American Medical Association (AMA); by Georgia Garvey; 2/25/25 ... Margaret Lozovatsky, MD, vice president of digital health innovations at the AMA, recently shared five important considerations—among them establishing a governance model and agreeing on shared priorities—in designing technology to support clinical practice. Dr. Lozovatsky’s presentation was part of a two-day AMA training event to help physicians eliminate unnecessary work and free up more time to focus on what matters most—patient care. ...