Showing posts with label e-health. Show all posts
Showing posts with label e-health. Show all posts

Monday, December 9, 2024

Generative AI in Health Education

Greetings from the ANU Generative AI in Health Education Symposium in the ANU Moot Court in Canberra. This reports on work to produce and trail guidelines for teaching medical students. This felt like an extension of ASCILITE 2024 in Melbourne last week, as it covered some of the same topics and some of the same people were running the event.

Professor Martyn Kirk, Associate Dean Education, College of Health and Medicine, suggested using generative AI for formative assessment, bit not summative. The idea being the AI could be used for helping students learn, but then they be tested at the end to check they really know what they need to know. I suggest blending the assessments, not having this split between formative and summative. In equity terms not having a large test at the end will allow inclusion of students (such as myself) who can't cope with large exams. It will remove the unnecessary anxiety it causes for many other students. It will also result in more authentic testing, under conditions like a workplace.

The guidelines were trailed in second semester 2024. Students were comfortable using the tool (Microsoft Copilot) and found it helpful for learning. Most students did not receive any training on the tool, but did receive guidance on its use. The approach taken was to issue guidance and leave it to course conveners to tell students about it. Staff and students were provided with assistance in the use of such tools. This is similar to the way in the ANU Techlauncher program we ran a workshop to run students through what Copilot could do, or not do, to help them with an assignment. 

One question which came up was the energy used by Generative AI. Students worry about the effect on the environment. In 2008 I was commissioned to design a course on Green Computing. In this students looked at energy consumption by data centers generally. AI is a more energy intensive form of data center. There are ways to reduce the energy use and carbon emissions resulting. This is something which perhaps should be raised with students generally, not just technical specialists.

One of the courses using generative AI was on climate change and health. In this course tutors demonstrated the use of AI to students in their work. This included using AI to simulate a person for the student to interact with. This was done with face to face and online tutorials. In this case students were given prompts to use with the AI. This extended the student's understanding, where previously they just asked one question and pasted the answer. The approach of simulations could be applied, I suggest, in other disciplines. 

In a course on immunology students could use AI for preparing presentations, but not for writing up their laboratory notebook. How you stop students using AI for the notebook is a challenge. One way would be to require the students to compose directly into an online tool. As with the climate change course, students were given sample prompts to help them. 

The symposium then switched from AI for teaching medical students to teaching students to use AI in medicine. Dr Andrew Tagg, Senior Clinical Lecturer at the University of Melbourne and Emergency Consultant at Western Health, Melbourne, pointed out that AI is already used routinely in diagnosis of cancer from x-rays. He argued that AI should be used more widely to deliver medical care. As someone who recently had to wait 11 hours for medical treatment, this could be a good idea. One area where AI might be useful would be in helping patients filling in the forms they are given. 

The issue of the environmental effects of AI came up again in discussion. It was suggested generating one image took as much energy as charging a mobile phone. This sounded an over estimate to me by three orders of magnitude. The Jevons Paradox came up in discussion: rather than saving effort will AI just result in more resources being used, rather than oit being used sparingly.

ps: Greetings from the ANU College of Health & Medicine located between the Canberra public and private hospitals.  Professor Kirk is giving a workshop for the staff and students at the hospital and those of us at the morning symposium were invited along. One tip is if you are having difficulty with your medical student understanding something ask Generative AI explain it to a ten year old. In groups we were tasked with coming up with something. I was teamed with an anesthetist, so we asked Microsoft Copilot to come up with aspects of a particular condition, then produce multiple choice questions. This worked very well. We were then asked to have AI summarise a paper, so I got it to do one of mine, which worked well. I then asked it to make a ten slide presentation in Powerpoint, then add notes and graphics. 

Tuesday, April 3, 2018

E-learning Missing from CSIRO's List of Sunrise Industries

Horton, Devaraj, McLaughlin, Pham, Naughtin and Hajkowicz (2018) have identified seven "Sunrise Industries" in ASEAN and neighboring countries. Curiously this report, from CSIRO and Data 61, does not identify education as a sunrise industry, despite it being Australia's third largest export. There is strong growth in demand from the region for quality education. In a report released around the same time as CSIRO's, the AI Group (p. 5, 2018) point out that digital transformation of the economy will require new skills of the workforce, changes
to education systems.


The industries identified are:
  1. AI and automated systems
  2. Financial and regulatory services technology
  3. High value nutrition
  4. Next generation energy storage and distribution
  5. Cyber-physical systems security
  6. Personal health and ageing
  7. Digital infrastructure and connectivity

References

Ai Group (2018). Developing the Workforce for a Digital Future: Addressing critical issues and planning for action, Australian Industry Group. URL https://cdn.aigroup.com.au/Reports/2018/Developing_the_workforce_for_a_digital_future.pdf

Horton J, Devaraj D, McLaughlin J, Pham H, Naughtin C and Hajkowicz S (2018). Sunrise Industries: A snapshot of seven emerging industries in the formative stages of growth within ASEAN and neighbouring nations. CSIRO, Brisbane. URL http://www.data61.csiro.au/~/media/D61/Files/SunriseIndustriesReport.pdf

Tuesday, October 17, 2017

Mobile Phones for Health in Asia

Greetings from the Australian National University in Canberra, where Professor May O. Lwin (Nanyang Technological University) is speaking on "Social Media, Civic Engagement and Public Health: Experiences from a Mobile Initiative in Asia". Of particular is Professor Lwin's work on Dengue Fever in Sri Lanka (Lwin, Vijaykumar, Lim,  Fernando, Rathnayake & Foo, 2016). The produced an application called "Mo-Buzz". Professor  mentioned there would be an EpiHack conference on this in Colombo in early November, a five day hackathon to work on Dengue software.

It happens in 2013 I gave a talk for the Sahana Foundation in Sri Lanka to an audience of tropical disease experts in Colombo about "Mobiles and e-learning for PandemicFlu Response".  It turned out that there were a number of epidemiologists in the audience and the issue was Dengue fever not flu.

Reference


Lwin, M. O., Vijaykumar, S., Lim, G., Fernando, O. N. N., Rathnayake, V. S., & Foo, S. (2016). Baseline evaluation of a participatory mobile health intervention for dengue prevention in Sri Lanka. Health Education & Behavior, 43(4), 471-479. URL http://journals.sagepub.com/doi/abs/10.1177/1090198115604623

Thursday, February 4, 2016

Interactive 3D for Combating Public Health Emergency

Greetings from Australasian Computer Science Week (ACSW 2016) at the Australian National University (ANU) in Canberra, where Dr. Dale Patterson from Griffith University is speaking on "Interactive 3D Web Applications for Visualization of World Health Organization Data". Formal experiments show that 3D depictions of data are more engaging than 2D and this more than tables of numbers. This is timely, given the declaration of a Public Health Emergency by WHO over Zika virus transmission.

Wednesday, February 3, 2016

IT for Lifelong Well Being


In the opening plenary of ACSW 2016, Professor Judy Kay from University of Sydney described how IT could help with health and well being. She described health as a "Sisyphean" task, which you have to do every day. A wearable device can help with this as it can monitor your health constantly and prompt you to exercise and eat well.One unusual device is an instrumented cushion to track how long people sit down. I suggest this could be enhanced with a feedback device to encourage people to get up occasionally: an electronic whoopee cushion. ;-)