Innovations in Cancer Diagnostic and Decision Support

Articles published in this theme: 122 (scroll down to load remaining articles)

2026

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Deep Learning for Content-Based Medical Image Retrieval in Picture Archiving and Communication Systems for Brain Tumor Detection: Algorithm Development and Validation

Chin-Lin Lee, Tzu-Hsuan Hsu, Yu-Te Wu, Wan-Yuo Guo, Woei-Chyn Chu, Chung-Yueh Lien

JMIR Med Inform 2026 (Apr 06); 14:e78300

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Mathematical Prediction Models for Sentinel Node Status in Early-Stage Breast Cancer: Protocol for a Systematic Review

Justin James, Kirti Mehta, Mohammadali Ahmadipour, Tegan Ormston, Emily Schembri, Michael Law, Shomik Sengupta, Christobel Saunders

JMIR Res Protoc 2026 (Mar 23); 15:e82523

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Accuracy of Medical Image–Based Deep Learning for Detecting Microvascular Invasion in Hepatocellular Carcinoma: Systematic Review and Meta-Analysis

Wei Feng, Bo Qu, Shuo Han

J Med Internet Res 2026 (Mar 02); 28:e82000

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AI-Driven Patient Screening for Clinical Trials in Pancreatic Cancer: The PANCR-AI Pilot Retrospective Comparative Study

Arthur Claessens, Alizée Simon, Agathe Manchart, Laura Desmonts, Cassandre Leguay, Jean-Christophe Faivre, Sébastien Cambier, Julia Salleron, Aurélien Lambert

JMIR Cancer 2026 (Feb 23); 12:e80268

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Stereotactic Adaptive Radiation Therapy for Borderline Resectable or Locally Advanced Pancreatic Cancer to Minimize Gastrointestinal Toxicity (ARTIA-Pancreas): Protocol for a Single-Arm Prospective Trial

Lauren E Henke, Hyun Kim, Eric Laugeman, Steven Kohlmyer, Claire McCann, Kate Pietrovito, Kenneth Russell, Jennifer Woo, Alex T Price

JMIR Res Protoc 2026 (Feb 23); 15:e84607

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Clinical Decision Support Tool for Early Pancreatic Cancer Detection in Primary Care: Simulation Study

Javiera Martinez-Gutierrez, Kaleswari Somasundaram, Christina Maresch Bernardes, Meena Rafiq, Silja Schrader, Susan Jordan, Sophie Chima, Lucas De Mendonca, Kit Huckvale, Barbara Hunter, Jo-Anne Manski-Nankervis, James Lawson, Katrina Anderson, Vivienne Milch, Rachel E Neale, Jon Emery

JMIR Form Res 2026 (Feb 06); 10:e79209

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Patient Perspectives on AI-Powered Medical Robots in Breast and Prostate Cancer Care: Qualitative Study

Mahiya Habib, Janet Ellis, Aaron Palachi, Melissa B Korman, Tatjana Kay, Karen Barlow, Jordana DeSouza, Rosanna Macri, Abdullah Alabousi, Mehran Anvari

JMIR Cancer 2026 (Jan 29); 12:e69710

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Multimodal Large Language Models for Cystoscopic Image Interpretation and Bladder Lesion Classification: Comparative Study

Yung-Chi Shih, Cheng-Yang Wu, Shi-Wei Huang, Chung-You Tsai

J Med Internet Res 2026 (Jan 28); 28:e87193

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Prognostic Value of Dynamic Lactate Dehydrogenase Trends in Immunotherapy for Advanced Esophageal Squamous Cell Carcinoma: Retrospective Cohort Study

Baidong Zhang, Zhichao Kang, Yi Ding, Wang Jing, Alei Feng, Renya Zeng, Jianan Li, Yi Zhao, Yuanliu Nie, Wentao Zhang, Lu Sun, Zhe Yang

JMIR Cancer 2026 (Jan 14); 12:e73576

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2025

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A Machine Learning Model Based on Clinical Factors to Predict the Efficacy of First-Line Immunochemotherapy for Patients With Advanced Gastric Cancer: Retrospective Study

Xu Cheng, Ping Li, Enqing Meng, Xinyi Wu, Hao Wu

JMIR Med Inform 2025 (Dec 22); 13:e82533

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Digital Biomarkers of Cytokine Release Syndrome: Scoping Review and Ontology Development of the Role and Relevance of Digital Measures Using a Mixed Methods Approach

Christopher J Medberry, Charlotte Zoe Angel, Ashita S Batavia, Sarah Bradley, Nunzio Camerlingo, Melinda Chen, Mohamed Datoo, Premal Kamdar, Erik Koenig, Lieke Kusters, Celine Marquez, Ujwani Nukala, Michael Pettinati, Ruth Phillips, Daniel P Sanchez, Nazila Shafagati, Jenifer Siegelman, Mark Stewart, Cindy Varga, Benjamin Vandendriessche, Matt Wilkes, Dana L Wolff-Hughes, David Zahavi, Sylvain Zorman, Samantha J McClenahan

J Med Internet Res 2025 (Dec 11); 27:e71956

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Evaluating a Clinical Decision Support Tool for Cancer Risk Assessment in Primary Care: Simulation Study of Unintended Weight Loss

Javiera Martinez-Gutierrez, Sophie Chima, Lucas De Mendonca, Alex Lee, Barbara Hunter, Jo-Anne Manski-Nankervis, Deborah Daly, George Fishman, Kit Huckvale, Fong Seng Lim, Benny Wang, Craig Nelson, Brian Nicholson, Jon Emery

JMIR Form Res 2025 (Dec 10); 9:e79208

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Data Visualization Support for Interdisciplinary Team Treatment Planning in Clinical Oncology: Scoping Review

Dominik Boehm, Cosima Strantz, Arsenij Ustjanzew, Iryna Manuilova, Alexander Scheiter, Thomas Pauli, Nicole Hechtel, Niklas Reimer, Jan Christoph, Hauke Busch, Thomas Ganslandt, Philipp Unberath

J Med Internet Res 2025 (Dec 09); 27:e69104

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Efficacy of Preventive Pressurized Intraperitoneal Aerosol Chemotherapy in Patients With Locally Advanced Gastric Cancer: Protocol for a Prospective Controlled Trial

Altay Kerimkulov, Talgat Uskenbayev, Tomiris Sarina, Meiram Mamlin, Sanzhar Shalekenov, Gulfairus Yessenbayeva, Temirlan Kainazarov, Zhandos Burkitbayev, Baiduisen Ussipbekov, Dina Kovalchuk, Akhror Rakhmankulov, Aidana Rakhmankulova, Abduzhappar Gaipov

JMIR Res Protoc 2025 (Nov 11); 14:e78053

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Comparison of Risk Factors, Their Interaction Patterns, and Scoring Systems for Liver Cancer Between Patients With and Those Without Diabetes: Retrospective Cohort Study Using Electronic Health Records and Tree-Structured Algorithms

Sarah Tsz Yui Yau, Chi Tim Hung, Eman Yee Man Leung, Albert Lee, Eng Kiong Yeoh

JMIR Med Inform 2025 (Oct 27); 13:e72239

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A Machine Learning–Based Scoring System to Identify High Immunoactivity Microsatellite Stability Tumors by Quantifying Similarity to Microsatellite Instability-High Tumors in Colorectal Cancers: Development and Quantitative Study

Hongkai Yan, Li Jiang, Yaqi Li, Fengchong Wang, Shaobo Mo, Weiqi Sheng, Dan Huang, Junjie Peng

JMIR Form Res 2025 (Oct 16); 9:e66960

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Deep Learning Models to Screen Electronic Health Records for Breast and Colorectal Cancer Progression: Performance Evaluation Study

Pascal Lambert, Rayyan Khan, Marshall Pitz, Harminder Singh, Helen Chen, Kathleen Decker

JMIR AI 2025 (Oct 13); 4:e63767

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Use of a Preliminary Artificial Intelligence-Based Laryngeal Cancer Screening Framework for Low-Resource Settings: Development and Validation Study

Shao Wei Sean Lam, Min Hun Lee, Michael Dorosan, Samuel Altonji, Hiang Khoon Tan, Walter T Lee

JMIR Form Res 2025 (Oct 07); 9:e66110

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Deep Learning Algorithms in the Diagnosis of Basal Cell Carcinoma Using Dermatoscopy: Systematic Review and Meta-Analysis

Huasheng Liu, Guangqian Shang, Qianqian Shan

J Med Internet Res 2025 (Oct 03); 27:e73541

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Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study

Soheil Hashtarkhani, Rezaur Rashid, Christopher L Brett, Lokesh Chinthala, Fekede Asefa Kumsa, Janet A Zink, Robert L Davis, David L Schwartz, Arash Shaban-Nejad

JMIR Cancer 2025 (Oct 02); 11:e72005

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