This paper is in the following e-collection/theme issue:

Foundations of AI (57) Artificial Intelligence (1996)

Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44537, first published .
Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning–Based Natural Language Processing

Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning–Based Natural Language Processing

Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning–Based Natural Language Processing

Authors of this article:

Kyeryoung Lee1 Author Orcid Image ;   Zongzhi Liu1 Author Orcid Image ;   Urmila Chandran2 Author Orcid Image ;   Iftekhar Kalsekar2 Author Orcid Image ;   Balaji Laxmanan2 Author Orcid Image ;   Mitchell K Higashi1 Author Orcid Image ;   Tomi Jun1 Author Orcid Image ;   Meng Ma1 Author Orcid Image ;   Minghao Li1 Author Orcid Image ;   Yun Mai1 Author Orcid Image ;   Christopher Gilman1 Author Orcid Image ;   Tongyu Wang1 Author Orcid Image ;   Lei Ai1 Author Orcid Image ;   Parag Aggarwal1 Author Orcid Image ;   Qi Pan1 Author Orcid Image ;   William Oh3 Author Orcid Image ;   Gustavo Stolovitzky1 Author Orcid Image ;   Eric Schadt3 Author Orcid Image ;   Xiaoyan Wang1 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

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  2. Wang L, Maolan A, Luo Y, Li Y, Liu R. Knowledge mapping analysis of ground glass nodules: a bibliometric analysis from 2013 to 2023. Frontiers in Oncology 2024;14 View
  3. Paek H, Fortinsky R, Lee K, Huang L, Maghaydah Y, Kuchel G, Wang X. Real-World Insights Into Dementia Diagnosis Trajectory and Clinical Practice Patterns Unveiled by Natural Language Processing: Development and Usability Study. JMIR Aging 2025;8:e65221 View
  4. Lee K, Liu Z, Huang Q, Corrigan D, Kalsekar I, Jun T, Stolovitzky G, Oh W, Rajaram R, Wang X. Decoding Recurrence in Early-Stage and Locoregionally Advanced Non–Small Cell Lung Cancer: Insights From Electronic Health Records and Natural Language Processing. JCO Clinical Cancer Informatics 2025;(9) View
  5. Fleurence R, Wang X, Bian J, Higashi M, Ayer T, Xu H, Dawoud D, Chhatwal J. A Taxonomy of Generative Artificial Intelligence in Health Economics and Outcomes Research: An ISPOR Working Group Report. Value in Health 2025 View
  6. Shin C, Eom D, Lee S, Park J, Kim K, Lee K. Two stage large language model approach enhancing entity classification and relationship mapping in radiology reports. Scientific Reports 2025;15(1) View
  7. Fleurence R, Dawoud D, Bian J, Higashi M, Wang X, Xu H, Chhatwal J, Ayer T. ELEVATE-GenAI: Reporting Guidelines for the Use of Large Language Models in Health Economics and Outcomes Research: An ISPOR Working Group Report. Value in Health 2025 View