Theme Issue 2025: Artificial Intelligence in Oncology

Articles published in 2025 in this theme: 6 (scroll down to load remaining articles)

2025

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Paired-Sample and Pathway-Anchored MLOps Framework for Robust Transcriptomic Machine Learning in Small Cohorts: Model Classification Study

Mahdieh Shabanian, Nima Pouladi, Liam Wilson, Mattia Prosperi, Yves A Lussier

JMIR Bioinform Biotech 2025 (Oct 08); 6:e80735

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Systemic Anticancer Therapy Timelines Extraction From Electronic Medical Records Text: Algorithm Development and Validation

Jiarui Yao, Eli Goldner, Harry Hochheiser, Sean Finan, John Levander, David Harris, Piet C de Groen, Elizabeth Buchbinder, Danielle Bitterman, Jeremy L Warner, Guergana Savova

JMIR Bioinform Biotech 2025 (Sep 03); 6:e67801

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Lung Cancer Diagnosis From Computed Tomography Images Using Deep Learning Algorithms With Random Pixel Swap Data Augmentation: Algorithm Development and Validation Study

Ayomide Adeyemi Abe, Mpumelelo Nyathi

JMIR Bioinform Biotech 2025 (Sep 03); 6:e68848

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Using Natural Language Processing to Identify Symptomatic Adverse Events in Pediatric Oncology: Tutorial for Clinician Researchers

Clifton P Thornton, Maryam Daniali, Lei Wang, Spandana Makeneni, Allison Barz Leahy

JMIR Bioinform Biotech 2025 (Jul 24); 6:e70751

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Extracting Knowledge From Scientific Texts on Patient-Derived Cancer Models Using Large Language Models: Algorithm Development and Validation Study

Jiarui Yao, Zinaida Perova, Tushar Mandloi, Elizabeth Lewis, Helen Parkinson, Guergana Savova

JMIR Bioinform Biotech 2025 (Jun 30); 6:e70706

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A Hybrid Deep Learning–Based Feature Selection Approach for Supporting Early Detection of Long-Term Behavioral Outcomes in Survivors of Cancer: Cross-Sectional Study

Tracy Huang, Chun-Kit Ngan, Yin Ting Cheung, Madelyn Marcotte, Benjamin Cabrera

JMIR Bioinform Biotech 2025 (Mar 13); 6:e65001

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