Methods in Cancer Research

A Deep Learning–Enabled Workflow to Estimate Real-World Progression-Free Survival in Patients With Metastatic Breast Cancer: Study Using Deidentified Electronic Health Records

Gowtham Varma, Rohit Kumar Yenukoti, Praveen Kumar M, Bandlamudi Sai Ashrit, K Purushotham, C Subash, Sunil Kumar Ravi, Verghese Kurien, Avinash Aman, Mithun Manoharan, Shashank Jaiswal, Akash Anand, Rakesh Barve, Viswanathan Thiagarajan, Patrick Lenehan, Scott A Soefje, Venky Soundararajan

JMIR Cancer 2025 (May 15); 11:e64697

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Pain Assessment Tools for Infants, Children, and Adolescents With Cancer: Protocol for a Scoping Review

Mika Hirata, Noyuri Yamaji, Shotaro Iwamoto, Ayaka Hasegawa, Mitsuru Miyachi, Takashi Yamaguchi, Daisuke Hasegawa, Erika Ota, Nobuyuki Yotani, Japanese Society for Palliative Medicine

JMIR Res Protoc 2025 (Apr 28); 14:e66614

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The Fire Fighter Cancer Cohort Study: Protocol for a Longitudinal Occupational Cohort Study

Jefferey L Burgess, Shawn C Beitel, Miriam M Calkins, Melissa A Furlong, Paola Louzado Feliciano, Jamie Kolar Gabriel, Casey Grant, Jaclyn M Goodrich, Judith M Graber, Olivia Healy, James Hollister, Jeff Hughes, Sara Jahnke, Krystal Kern, Frank A Leeb, Alberto J Caban-Martinez, Alexander C Mayer, Russell Osgood, Cynthia Porter, Sreenivasan Ranganathan, Heather M Stapleton, Natasha Schaefer Solle, Christine Toennis, Derek J Urwin, Michelle Valenti, John J Gulotta

JMIR Res Protoc 2025 (Apr 22); 14:e70522

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Using Large Language Models to Automate Data Extraction From Surgical Pathology Reports: Retrospective Cohort Study

Denise Lee, Akhil Vaid, Kartikeya M Menon, Robert Freeman, David S Matteson, Michael L Marin, Girish N Nadkarni

JMIR Form Res 2025 (Apr 07); 9:e64544

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Current Status and Future Directions of Ferroptosis Research in Breast Cancer: Bibliometric Analysis

Jia-Yuan Luo, Yu-Long Deng, Shang-Yi Lu, Si-Yan Chen, Rong-Quan He, Di-Yuan Qin, Bang-Teng Chi, Gang Chen, Xia Yang, Wei Peng

Interact J Med Res 2025 (Feb 26); 14:e66286

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Performance Evaluation of Large Language Models in Cervical Cancer Management Based on a Standardized Questionnaire: Comparative Study

Warisijiang Kuerbanjiang, Shengzhe Peng, Yiershatijiang Jiamaliding, Yuexiong Yi

J Med Internet Res 2025 (Feb 05); 27:e63626

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Application of Patient-Generated Health Data Among Older Adults With Cancer: Scoping Review

Yesol Kim, Geonah Kim, Hyeonmi Cho, Yeonju Kim, Mona Choi

J Med Internet Res 2025 (Feb 04); 27:e57379

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