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Author

Eddie Guo

Observed names: E Guo, Edward Guo, Guo Edward, Guo, Eddie
ORCID: 0000-0002-7223-0505
Observed ORCID: 0000-0002-7223-0505
OpenAlex ID: A5055460485
Automated Paper Screening for Clinical Reviews Using Large Language Models: Data Analysis Study
2023 · Eddie Guo, Mehul Gupta, et al. · Journal of Medical Internet Research · 205
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Assessing the research landscape and clinical utility of large language models: a scoping review
2024 · Ye-Jean Park, Abhinav Pillai, et al. · BMC Medical Informatics and Decision Making · 186
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Large language models generating synthetic clinical datasets: a feasibility and comparative analysis with real-world perioperative data
2025 · Austin A. Barr, Joshua Quan, et al. · Frontiers in Artificial Intelligence · 37
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So You’ve Got a High AUC, Now What? An Overview of Important Considerations when Bringing Machine-Learning Models from Computer to Bedside
2025 · Jiawen Deng, Mohamed E. Elghobashy, et al. · Medical Decision Making · 28
ChatGPT and neurosurgical education: A crossroads of innovation and opportunity
2024 · Saman Arfaie, Mohammad Sadegh Mashayekhi, et al. · Journal of Clinical Neuroscience · 14
Deep Reinforcement Learning based Personalized Locomotion Planning for Lower-Limb Exoskeletons
2023 · Javad K. Mehr, Eddie Guo, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 11
neuroGPT-X: Towards an Accountable Expert Opinion Tool for Vestibular Schwannoma
2023 · Edward Guo, Mehul Gupta, et al. · medRxiv · 11
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Comparison of ChatGPT ‐4, Copilot, Bard and Gemini Ultra on an Otolaryngology Question Bank
2025 · Rashi Ramchandani, Eddie Guo, et al. · Clinical Otolaryngology · 9
Understanding the Role of Large Language Model Virtual Patients in Developing Communication and Clinical Skills in Undergraduate Medical Education
2025 · Urmi Sheth, Margret Lo, et al. · International Medical Education · 7
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Assessing the research landscape and clinical utility of large language models: A scoping review
2023 · Ye-Jean Park, Abhinav Pillai, et al. · Research Square · 7
OSCEai: personalized interactive learning for undergraduate medical education
2024 · Eddie Guo, Rashi Ramchandani, et al. · Canadian Medical Education Journal · 6
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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
2025 · Jiawen Deng, Heather Jianbo Zhao, et al. · Dermatology · 5
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Validation of automated paper screening for esophagectomy systematic review using large language models
2025 · Rashi Ramchandani, Eddie Guo, et al. · PeerJ Computer Science · 5
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Healthcare spending versus mortality in central nervous system cancer: Has anything changed?
2024 · Eddie Guo, Mehul Gupta, et al. · Neuro-Oncology Practice · 5
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Synthetic neurosurgical data generation with generative adversarial networks and large language models:an investigation on fidelity, utility, and privacy
2025 · Austin A. Barr, Eddie Guo, et al. · Neurosurgical FOCUS · 4
Force Profile as Surgeon-Specific Signature
2023 · Amir Baghdadi, Eddie Guo, et al. · Annals of Surgery Open · 4
Speech-Based Human-Exoskeleton Interaction for Lower Limb Motion Planning
2024 · Eddie Guo, Christopher Perlette, et al. · IEEE International Conference on Human-Machine Systems (ICHMS) · 3
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Deep learning transcriptomic model for prediction of pan-drug chemotherapeutic sensitivity
2021 · Eddie Guo, Pouria Torabi, et al. · STEM Fellowship Journal · 3
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OSCEai dermatology: augmenting dermatologic medical education with Large Language Model GPT-4
2025 · Ye-Jean Park, Eddie Guo, et al. · Canadian Medical Education Journal · 2
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Development of a Transfer Learning-Based, Multimodal Neural Network for Identifying Malignant Dermatological Lesions From Smartphone Images
2025 · Jiawen Deng, Eddie Guo, et al. · Cancer Informatics · 2
Generative adversarial networks vs large language models: a comparative study on synthetic tabular data generation
2025 · Barr, Austin A., Rozman, Robert, et al. · arXiv (Cornell University) · 2
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Artificial intelligence and chordoma: A scoping review of the current landscape and future directions
2025 · Eddie Guo, Rafael D. Sanguinetti, et al. · Brain and Spine · 2
Representation and Bias in Artificial Intelligence Models for Thyroid Cancer: A Systematic Review
2025 · Rashi Ramchandani, Eddie Guo, et al. · Thyroid · 1
Preoperative risk factors for complications in esophagectomy: a systematic review
2026 · Rashi Ramchandani, Adam Jaremek, et al. · Current Challenges in Thoracic Surgery
Synthetic cervical spine radiographs: expert validation and transfer learning for low-data settings
2026 · Austin A. Barr, Brij S. Karmur, et al. · BMC Medical Informatics and Decision Making
Works count: 35
Citation count: 558
H-index: 8
I10-index: 7
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