Breaking News
October 17, 2018 - Scientists uncover possible new causes of Tourette syndrome
October 17, 2018 - Girl undergoes unusual heart surgery after compassionate-use exemption | News Center
October 17, 2018 - Health Issues That Are Sometimes Mistaken for Gluten Sensitivity
October 17, 2018 - Elective induction of labor at 39 weeks may be beneficial option for women and their babies
October 17, 2018 - New smart watch algorithms can accurately monitor wearers’ sleep patterns
October 17, 2018 - Researchers demonstrate epigenetic memory transmission via sperm
October 17, 2018 - FDA, DHS announce memorandum of agreement to address cybersecurity in medical devices
October 17, 2018 - Health Tip: Know the Risks of Chicken Pox
October 17, 2018 - Immunotherapy effective against hereditary melanoma
October 17, 2018 - Researchers reveal new mechanism for how animal cells stay intact | News Center
October 17, 2018 - Alzheimer's Goes Under the Cryo-Electron Microscope
October 17, 2018 - Medicare for all? CMS chief warns program has enough problems already
October 17, 2018 - Metrohm Raman introduces Mira P handheld Raman system
October 17, 2018 - Expanding the knowledge about hippocampus to better understand cognitive deficits in MS
October 17, 2018 - Study of Nigerian breast cancer patients reveals prevalence of aggressive molecular features
October 17, 2018 - Many healthy children may have metabolic risk factors, finds study
October 17, 2018 - A new antibiotic could be a better, faster treatment for tuberculosis
October 17, 2018 - “I will not become a Robot Doctor”: A medical student vows to practice compassion
October 17, 2018 - Study findings may explain sporadic outbreaks of C. difficile infections in hospitals
October 17, 2018 - Purdue researchers develop new chemical process to find better drug ‘fits’ for patients
October 17, 2018 - Yale researchers develop way to attack RNA with small-molecule drugs
October 17, 2018 - New pragmatic study launched to understand the effectiveness of new type 2 diabetes drug
October 17, 2018 - Alnylam Announces Plan to Initiate Rolling Submission of a New Drug Application and Pursue Full Approval for Givosiran
October 17, 2018 - Nine cases of polio-like illness suspected in children in illinois
October 17, 2018 - Eisai enters into agreement with Eurofarma for development and sales of lorcaserin in 17 countries
October 17, 2018 - Patients once thought incurable can benefit from high-dose radiation therapy
October 17, 2018 - Researchers awarded grant to advance testing of experimental heroin vaccine
October 17, 2018 - Researchers examine SSRI use during pregnancy and major gestational malformations
October 17, 2018 - Reliable Respiratory announces acquisition of Attleboro Area Medical Equipment
October 17, 2018 - Study reveals link between childhood abuse and higher arthritis risk in adulthood
October 17, 2018 - Research shows people over 65 are not performing enough physical activity
October 17, 2018 - FDA Approves Liletta (levonorgestrel-releasing intrauterine system) 52 mg to Prevent Pregnancy for up to Five Years
October 17, 2018 - Weight gain after smoking cessation linked to increased short-term diabetes risk
October 17, 2018 - Researchers find opportunity to control salt-sensitive hypertension without exercising
October 17, 2018 - Women not warned about cancer associated with breast implants
October 17, 2018 - Metrohm offers robust handheld Raman analyzer for Defense and Security
October 17, 2018 - Modeling Non-Numerical Data in Systems Biology
October 17, 2018 - Research aims to address health disparities in African-American men
October 17, 2018 - Human and cattle decoys trap outdoor-biting mosquitoes in malaria endemic regions
October 17, 2018 - High Circulating Prolactin Level Inversely Linked to T2DM Risk
October 17, 2018 - Study finds gene variant predisposes people to both Type 2 diabetes and low body weight
October 17, 2018 - Metrohm software products make it easy to comply with ALOCA and ALCOA+ guidelines
October 17, 2018 - Network of doctors identify the cause of 31 new conditions
October 17, 2018 - Notable improvement in brain cancer survival among younger patients but not much for elderly
October 17, 2018 - Scientists shed light on roles of transcription factors, TP63 and SOX2, in squamous cell carcinoma
October 17, 2018 - Costs of Medicare Diabetes Prevention Program may be higher than expected reimbursement
October 17, 2018 - Misuse of prescription opioids or benzodiazepines associated with suicidal thoughts
October 17, 2018 - New research seeks to address sex disparities in women’s health
October 17, 2018 - C-Section Rates Have Nearly Doubled Since 2000: Study
October 17, 2018 - Talking to Your Kids About STDs
October 17, 2018 - New classification of periodontal and peri-implant diseases and conditions
October 17, 2018 - Herbert D. Kleber, Pioneer in Addiction Treatment, Dies at 84
October 17, 2018 - Health effects of smoke-filled atmosphere
October 17, 2018 - Down syndrome may hold important clues to onset of Alzheimer’s disease
October 17, 2018 - A special report on US’ aging societies
October 17, 2018 - Birth mode may have acute effects on neurodevelopment, study suggests
October 17, 2018 - Global health innovation system fails to deliver affordable treatments to patients, says report
October 17, 2018 - Simple, inexpensive test quickly detects antibiotic-resistant ‘superbugs’
October 17, 2018 - New drugs could reduce risk of heart disease when added to statins
October 17, 2018 - Visible and valued: Stanford Medicine’s first-ever LGBTQ+ Forum
October 17, 2018 - HVP vaccination not linked with rise in teen risky sex
October 17, 2018 - Potential ‘early warning markers’ for sepsis discovered
October 17, 2018 - Who knew? Life begins (again) at 65
October 17, 2018 - Application of blood pressure guidelines ups treatment
October 17, 2018 - Stanford researchers find that small molecule may help treat enzyme deficiency
October 17, 2018 - Speed Cameras Save Money and Lives in New York City
October 17, 2018 - Men who conform to ‘the man box’ more likely to consider suicide and violence
October 17, 2018 - Researchers aim to create more authentic organoids for drug testing, transplantation
October 16, 2018 - New blood test for pediatric brain tumor patients offers safer approach than surgical biopsies
October 16, 2018 - Age-related estrogen increase may be the culprit behind inguinal hernias in men
October 16, 2018 - Skills-Based Intervention Did Not Cut Systolic BP After Stroke, TIA
October 16, 2018 - Researchers uncover new role of TIP60 protein in controlling tumour formation
October 16, 2018 - Behind the scenes of a lifesaving heart surgery
October 16, 2018 - ‘To See the Suffering’
October 16, 2018 - Drinking concentrated rosemary extract can boost memory by up to 15%, shows research
October 16, 2018 - Medicare Advantage riding high as new insurers flock to sell to seniors
October 16, 2018 - NHS tackles prescription fraud to save millions
October 16, 2018 - New molecular switch may help develop sophisticated photomedications
October 16, 2018 - Improving access to behavioral health screenings for pregnant and postpartum women
October 16, 2018 - Health Highlights: Oct. 12, 2018
How AI can improve end-of-life care

How AI can improve end-of-life care

image_pdfDownload PDFimage_print

It’s hard to wrap your brain around. It’s hard to even type these words, but here they are: it’s useful for physicians to be able to predict when a patient will die.

Don’t misunderstand. It’s not about playing God or acting nefarious. It’s about doctors being able to help patients die on their own terms, as comfortably as possible, having received the best, most appropriate care.

In the new issue of Stanford Medicine magazine, writer Kris Newby describes a Stanford pilot program that marries technology and compassion, artificial intelligence and palliative care, with the aim of helping doctors better understand which patients could benefit from end-of-life conversations while there is still time.

In the article, palliative care physician Stephanie Harman, MD, tells Newby:

Ideally with this AI model, we’re identifying patients who are sicker than we realize… And it gives us an excuse to say, ‘It’d be great if we could talk about advanced care planning.’ Or, ‘Have you had a discussion with your regular doctor about what matters most to you if and when you get sicker?’ I think the twist is that we’re using machine learning to add more to a patient’s care without taking anything away.

Developed by Nigam Shah, MBBS, PhD, the model uses an algorithm to calculate the probability that a patient will die within the next 12 months, based on comparisons of the past year of the patient’s medical history with records of millions of other patients. Many factors are considered, including the number of hospital admissions, disease classification codes and prescription codes.

The tool provides Harman with a daily report of newly-admitted hospital patients who have a 90 percent or higher probability of dying in three to 12 months. Harman reviews the medical records to decide if the patients have palliative care needs. “She’s found the list to be helpful,” the article explains, “and she sees how it can improve hospital care and enable her to spend more time with the most critical patients.”

This is important because, as the article notes, less than half of admitted hospital patients who need palliative care actually receive it. And many more people would want to die at home than actually do.

Hopefully, tools like this will help.

Photo by Edward Caldwell

Tagged with:

About author

Related Articles