AIMC Topic: School Admission Criteria
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Using Generative Artificial Intelligence When Writing Letters of Recommendation.
Academic medicine : journal of the Association of American Medical Colleges
Mar 24, 2025
Artificial intelligence (AI) provides an opportunity to streamline tasks within academic medicine. Generative AI (genAI) models, specifically, have the capacity to generate new written content, follow detailed instructions for product improvement, an...
Artificial Intelligence Meets Holistic Review: Promises and Pitfalls of Automating the Medical Education Admissions Process.
Academic medicine : journal of the Association of American Medical Colleges
Feb 21, 2025
Holistic review has been widely adopted in medical education as a means of promoting equity in the application process and diversity in the medical workforce. Artificial intelligence (AI) is a rapidly emerging technology already having an impact on t...
Artificial Intelligence Compared to Manual Selection of Prospective Surgical Residents.
Journal of surgical education
Nov 6, 2024
BACKGROUND: Artificial Intelligence (AI) in the selection of residency program applicants is a new tool that is gaining traction, with the aim of screening high numbers of applicants while introducing objectivity and mitigating bias in a traditionall...
Artificial intelligence to predict pre-clinical dental student academic performance based on pre-university results: A preliminary study.
Journal of dental education
Jul 30, 2024
PURPOSE/OBJECTIVES: Admission into dental school involves selecting applicants for successful completion of the course. This study aimed to predict the academic performance of Kulliyyah of Dentistry, International Islamic University Malaysia pre-clin...
Artificial intelligence: Reducing inconsistency in the surgical residency application review process.
American journal of surgery
Jul 7, 2024
The incorporation of artificial intelligence (AI) into the general surgery residency recruitment process holds great promise for overcoming limitations inherent to traditional application review methods. This study assesses the consistency of AI, par...
A Comparison of Machine-Graded (ChatGPT) and Human-Graded Essay Scores in Veterinary Admissions.
Journal of veterinary medical education
May 22, 2024
Admissions committees have historically emphasized cognitive measures, but a paradigm shift toward holistic reviews now places greater importance on non-cognitive skills. These holistic reviews may include personal statements, experiences, references...
Use of artificial intelligence for gender bias analysis in letters of recommendation for general surgery residency candidates.
American journal of surgery
Oct 2, 2021
BACKGROUND: Letters of recommendation (LoRs) play an important role in resident selection. Author language varies implicitly toward male and female applicants. We examined gender bias in LoRs written for surgical residency candidates across three dec...
Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review.
Academic medicine : journal of the Association of American Medical Colleges
Nov 1, 2021
PURPOSE: Residency programs face overwhelming numbers of residency applications, limiting holistic review. Artificial intelligence techniques have been proposed to address this challenge but have not been created. Here, a multidisciplinary team sough...
Computer-Assisted Decision Support for Student Admissions Based on Their Predicted Academic Performance.
American journal of pharmaceutical education
Apr 1, 2017
To develop predictive computational models forecasting the academic performance of students in the didactic-rich portion of a doctor of pharmacy (PharmD) curriculum as admission-assisting tools. All PharmD candidates over three admission cycles wer...
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