Eddie Guo

Toronto, ON, Canada

Last Updated: 09/26/2026

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Found 21 publications

OSCEai: personalized interactive learning for undergraduate medical education.

OSCEai: personalized interactive learning for undergraduate medical education.

Journal: Canadian medical education journal

Published: January 26, 2026

OSCEai dermatology: augmenting dermatologic medical education with Large Language Model GPT-4.

OSCEai dermatology: augmenting dermatologic medical education with Large Language Model GPT-4.

Journal: Canadian medical education journal

Published: January 26, 2026

Synthetic cervical spine radiographs: expert validation and transfer learning for low-data settings.

Synthetic cervical spine radiographs: expert validation and transfer learning for low-data settings.

Journal: BMC medical informatics and decision making

Published: December 13, 2025

Representation and Bias in Artificial Intelligence Models for Thyroid Cancer: A Systematic Review.

Representation and Bias in Artificial Intelligence Models for Thyroid Cancer: A Systematic Review.

Journal: Thyroid : official journal of the American Thyroid Association

Published: August 27, 2025

Roadmap for Representative Artificial Intelligence Models for Thyroid Cancer.

Roadmap for Representative Artificial Intelligence Models for Thyroid Cancer.

Journal: The Laryngoscope

Published: August 07, 2025

So You've Got a High AUC, Now What? An Overview of Important Considerations when Bringing Machine-Learning Models from Computer to Bedside.

So You've Got a High AUC, Now What? An Overview of Important Considerations when Bringing Machine-Learning Models from Computer to Bedside.

Journal: Medical decision making : an international journal of the Society for Medical Decision Making

Published: May 29, 2025

When Jack of All Trades Is a Master of None: Comparing the Performance of GPT-4 Omni against Specialised Neural Networks in Identifying Malignant Dermatological Lesions from Smartphone Images and Structured Clinical Data.

When Jack of All Trades Is a Master of None: Comparing the Performance of GPT-4 Omni against Specialised Neural Networks in Identifying Malignant Dermatological Lesions from Smartphone Images and Structured Clinical Data.

Journal: Dermatology (Basel, Switzerland)

Published: May 27, 2025

Artificial intelligence and chordoma: A scoping review of the current landscape and future directions.

Artificial intelligence and chordoma: A scoping review of the current landscape and future directions.

Journal: Brain & spine

Published: February 16, 2025

Synthetic neurosurgical data generation with generative adversarial networks and large language models:an investigation on fidelity, utility, and privacy.

Synthetic neurosurgical data generation with generative adversarial networks and large language models:an investigation on fidelity, utility, and privacy.

Journal: Neurosurgical focus

Published: February 15, 2025

Development of a Transfer Learning-Based, Multimodal Neural Network for Identifying Malignant Dermatological Lesions From Smartphone Images.

Development of a Transfer Learning-Based, Multimodal Neural Network for Identifying Malignant Dermatological Lesions From Smartphone Images.

Journal: Cancer informatics

Published: January 11, 2025

Large language models generating synthetic clinical datasets: a feasibility and comparative analysis with real-world perioperative data.

Large language models generating synthetic clinical datasets: a feasibility and comparative analysis with real-world perioperative data.

Journal: Frontiers in artificial intelligence

Published: November 24, 2024

Healthcare spending versus mortality in central nervous system cancer: Has anything changed?

Healthcare spending versus mortality in central nervous system cancer: Has anything changed?

Journal: Neuro-oncology practice

Published: September 16, 2024

Showing 1-12 of 21

Last Updated: 09/26/2026