Using Machine Learning in Residency Applicant Screening

Using Machine Learning in Residency Applicant Screening

Guest Jesse Burk-Rafel, MD, MRes, joins hosts Toni Gallo and Research in Medical Education (RIME) Committee member Mahan Kulasegaram, PhD, to discuss the development of a decision support tool that incorporates machine learning and the use of that tool in residency applicant screening. They also talk about the residency application process and potential ways that artificial or augmented intelligence (AI) might mitigate current challenges.

This is the first episode in a 3-part series of discussions with RIME authors about their medical education research and its implications for the field. Find the complete 2021 RIME supplement, which is free to read and download, at academicmedicine.org.

Read the article discussed in this episode: Development and Validation of a Machine-Learning-Based Decision Support Tool for Residency Applicant Screening and Review.

A transcript of this episode is available at academicmedicineblog.org.

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(150)

Fitting Into the White Coat: One Stitch at a Time

Fitting Into the White Coat: One Stitch at a Time

Maybe I am still stitching my white coat—thread by thread, moment by moment, one experience at a time—shaping it into something that fits the kind of doctor I want to be. Maybe I do not have it all fi...

21 Syys 6min

Teaching Across Generations "Hits Different"

Teaching Across Generations "Hits Different"

Both faculty members and medical students can benefit by appreciating that their advising relationship "hits different" due to their respective generations. There may not be an easy translation of tha...

7 Syys 4min

Because of Her

Because of Her

When I care for my patients, I think of her. I am grateful for her; she gave me this opportunity to trust myself. I am grateful for her; she showed me my calling to be a physician. Megan K. Scharner ...

24 Elo 4min

Levels of Losses

Levels of Losses

As a caregiver myself, this experience brought recognition of my need to take the time to grieve. Acknowledging my sadness over the neurodegenerative illness which has won out again despite my valiant...

10 Elo 5min

My Intern Cried on Rounds

My Intern Cried on Rounds

While acknowledging her embarrassment, I encouraged her to hold fast to that part of her—the part that was so moved by the work she did to help a child heal that tears escaped. Those tears express our...

27 Heinä 4min

100 Years of Academic Medicine: A Conversation with the Journal's Editors-in-Chief

100 Years of Academic Medicine: A Conversation with the Journal's Editors-in-Chief

Celebrating Academic Medicine's 100th anniversary are past editors-in-chief Addeane Caelleigh, Steven Kanter, MD, and David Sklar, MD, and current editor-in-chief Laura Roberts, MD, MA. Together, they...

13 Heinä 45min

Why Am I Talking: Should I WAIT

Why Am I Talking: Should I WAIT

Whenever a patient or learner asked a question, instead of answering, I would look at the senior resident and WAIT for them to answer it. Turns out, in the vast majority of cases the resident handled ...

29 Kesä 3min

Healer's Reflections: Someone Special

Healer's Reflections: Someone Special

Every patient is the protagonist in their own story. When we open our hearts to their narratives, we see ourselves reflected in them. We are invigorated to connect with the patients we are accompanyin...

15 Kesä 6min

Suosittua kategoriassa Koulutus

rss-murhan-anatomia
aamukahvilla
psykopodiaa-podcast
adhd-podi
psykologia
voi-hyvin-meditaatiot-2
rss-hereilla
koulu-podcast-2
rss-arkea-ja-aurinkoa-podcast-espanjasta
kesken
ihminen-tavattavissa-tommy-hellsten-instituutti
aloita-meditaatio
rss-niinku-asia-on
rss-valo-minussa-2
rss-suomen-aa-podcast
ilona-rauhala
rss-liian-kuuma-peruna
rss-rahamania
rss-vapaudu-voimaasi
rss-narsisti