A New Tool for Holistic Residency Application Review: Using Natural Language Processing of Applicant Experiences to Predict Interview Invitation

Mahtani, Arun Umesh; Reinstein, Ilan; Marin, Marina; Burk-Rafel, Jesse

doi:10.1097/acm.0000000000005210

Cited by 5 publications

(1 citation statement)

References 7 publications

(13 reference statements)

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“…In one study, NLP was used to predict whether candidates for residency interviews would receive an invitation (Mahtani et al, 2023). The NLP model's average AUROC score of 0.80 indicates its predictability.…”

Section: Comparison Of Chatgpt With Other Nlp Models Used In Medicine...mentioning

confidence: 99%

Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science

Chakraborty,

Pal,

Bhattacharya

et al. 2023

Front. Artif. Intell.

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The release of ChatGPT has initiated new thinking about AI-based Chatbot and its application and has drawn huge public attention worldwide. Researchers and doctors have started thinking about the promise and application of AI-related large language models in medicine during the past few months. Here, the comprehensive review highlighted the overview of Chatbot and ChatGPT and their current role in medicine. Firstly, the general idea of Chatbots, their evolution, architecture, and medical use are discussed. Secondly, ChatGPT is discussed with special emphasis of its application in medicine, architecture and training methods, medical diagnosis and treatment, research ethical issues, and a comparison of ChatGPT with other NLP models are illustrated. The article also discussed the limitations and prospects of ChatGPT. In the future, these large language models and ChatGPT will have immense promise in healthcare. However, more research is needed in this direction.

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Section: Comparison Of Chatgpt With Other Nlp Models Used In Medicine...mentioning

confidence: 99%

Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science

Chakraborty,

Pal,

Bhattacharya

et al. 2023

Front. Artif. Intell.

View full text Add to dashboard Cite

show abstract

Decoding medical school narrative evaluations: Is natural language processing an antidote to the leniency bias?

Harvey

2023

The American Journal of Surgery

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Digital Ink and Surgical Dreams: Perceptions of Artificial Intelligence–Generated Essays in Residency Applications

Crawford,

Hendzlik,

Lam

et al. 2024

Journal of Surgical Research

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A New Tool for Holistic Residency Application Review: Using Natural Language Processing of Applicant Experiences to Predict Interview Invitation

Cited by 5 publications

References 7 publications

Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science

Overview of Chatbots with special emphasis on artificial intelligence-enabled ChatGPT in medical science

Decoding medical school narrative evaluations: Is natural language processing an antidote to the leniency bias?

Digital Ink and Surgical Dreams: Perceptions of Artificial Intelligence–Generated Essays in Residency Applications

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