Innovations and Technology for Cancer Prevention and Screening

FHIR Standard–Based Oncology Data Model for Cancer Screening: Design and Implementation Study

Manisha Mantri, Sayali Satokar, Pritam Tambe, Cheenmaya Bhutad

JMIR Cancer 2025 (Dec 02); 11:e79011

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Evaluating the Role of Artificial Intelligence in Breast Self-Examination

Shirish Nayyar

JMIR Form Res 2025 (Nov 27); 9:e82550

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Impact of AI on Breast Cancer Detection Rates in Mammography by Radiologists of Varying Experience Levels in Singapore: Preliminary Comparative Study

Serene Si Ning Goh, Hao Du, Loon Ying Tan, Edward Zhen Yu Seah, Wai Keat Lau, Alvin Hong Zhi Ng, Shi Wei Desmond Lim, Han Yang Ong, Samuel Lau, Yi Liang Tan, Mun sze Khaw, Chee Woei Yap, Kei Yiu Douglas Hui, Wei Chuan Tan, Haziz Siti Rozana Binti Abdul, Vanessa Mei Hui Khoo, Shuliang Ge, Felicity Jane Pool, Yun Song Choo, Yi Wang, Pooja Jagmohan, Premilla Pillay Gopinathan, Mikael Hartman, Mengling Feng

JMIR Form Res 2025 (Nov 24); 9:e66931

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Multisource Coherence Analysis of the First European Multicenter Cohort Study for Cancer Prevention in People Experiencing Homelessness: Data Quality Study

Antonio Blasco-Calafat, Vicent Blanes-Selva, Tobias Fragner, Ascensión Doñate-Martínez, Tamara Alhambra-Borrás, Julia Gawronska, Lee Smith, Juan M Garcia-Gomez, Igor Grabovac, Carlos Sáez

JMIR Med Inform 2025 (Nov 14); 13:e73596

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Psychological Factors Influencing Pain Perception and Experience in Women Undergoing Mammography: Protocol for a Systematic Review

Irene Neophytou, George Charalambous, Eleni Jelastopulu

JMIR Res Protoc 2025 (Nov 12); 14:e77118

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Development and Validation of an Extra Spindle Pole Bodies–like 1–Based Diagnostic and Prognostic Model for Hepatitis B Virus–Related Hepatocellular Carcinoma: Retrospective Cohort Study

Lu-Huai Feng, Hengkai Liang, Bobin Hu, Lu Wei, Qingmei Li, Tumei Su, Qianbing Yin, Yanfei Feng, Long Huang, Hongqian Liang, Minghua Su, Jianning Jiang

JMIR Med Inform 2025 (Oct 22); 13:e78354

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A Social Media Campaign and Web-Based Survey About Prostate Cancer Genetics: Mixed Methods Study

Amy E Leader, Stacy Loeb, Preethi Selvan, Ashley Hunter, Rebecca Hartman, Scott W Keith, Veda N Giri

JMIR Cancer 2025 (Oct 14); 11:e69787

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The Cost-Effectiveness of AI-Assisted Colonoscopy as a Primary or Secondary Screening Test in a Population-Based Colorectal Cancer Screening Program: Markov Modeling–Based Cost Effectiveness Analysis

Martin CS Wong, Junjie Huang, Thomas YT Lam, Louis HS Lau, Philip WY Chiu

J Med Internet Res 2025 (Sep 26); 27:e67762

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Bridging Technology and Pretest Genetic Services: Quantitative Study of Chatbot Interaction Patterns, User Characteristics, and Genetic Testing Decisions

Yang Yi, Lauren Kaiser-Jackson, Jemar R Bather, Melody S Goodman, Daniel Chavez-Yenter, Richard L Bradshaw, Rachelle Lorenz Chambers, Whitney F Espinel, Rachel Hess, Devin M Mann, Rachel Monahan, David W Wetter, Ophira Ginsburg, Meenakshi Sigireddi, Kensaku Kawamoto, Guilherme Del Fiol, Saundra S Buys, Kimberly A Kaphingst

J Med Internet Res 2025 (Sep 17); 27:e73391

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Identifying Predictors of Cervical Cancer Screening Uptake in Sub-Saharan Africa Using Machine Learning: Cross-Sectional Study

Nebebe Demis Baykemagn, Mekuriaw Nibret Aweke, Amare Mesfin, Lemlem Daniel Baffa, Muluken Chanie Agimas, Habtamu Wagnew Abuhay, Dagnew Getnet Adugna, Tewodros Getaneh Alemu, Alemu Teshale Bicha, Gebrie Getu Alemu

JMIR Public Health Surveill 2025 (Sep 17); 11:e71677

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Virtual Health Assistants in Preventive Cancer Care Communication: Systematic Review

Aantaki Raisa, Xiaobei Chen, Emma G Bryan, Carma L Bylund, Jordan M Alpert, Benjamin Lok, Carla L Fisher, Lyndsey Thomas, Janice L Krieger

JMIR Cancer 2025 (Sep 15); 11:e73616

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Trade-Off Analysis of Classical Machine Learning and Deep Learning Models for Robust Brain Tumor Detection: Benchmark Study

Yuting Tian

JMIR AI 2025 (Sep 15); 4:e76344

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Exploring Women’s Perceptions of Traditional Mammography and the Concept of AI-Driven Thermography to Improve the Breast Cancer Screening Journey: Mixed Methods Study

Kristýna Sirka Kacafírková, Anneleen Poll, An Jacobs, Antonella Cardone, Juan-Jose Ventura

JMIR Cancer 2025 (Sep 10); 11:e64954

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An eHealth Delivery Alternative for Cancer Genetic Testing for Hereditary Predisposition in Patients With Metastatic Cancers: Protocol for a Randomized Trial

Kimberley T Lee, Briana McLeod, Brian Egleston, Sarah Brown, Sarah Howe, Dominique Fetzer, Lauren Gutstein, Cara Cacioppo, Dana Clark, Susan M Domchek, Jessica Ebrahimzadeh, Dana Falcone, Demetrios Ofidis, Hannah Griffin, Rajia Mim, Santina Hernandez, Linda Fleisher, Kelsey Karpink, Enida Selmani, Aysha Tahsin, Lynne Wagner, Michelle Weinberg, Kuang Yi-Wen, Elisabeth Wood, Angela R Bradbury

JMIR Res Protoc 2025 (Aug 25); 14:e72515

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Deep Learning for the Early Detection of Invasive Ductal Carcinoma in Histopathological Images: Convolutional Neural Network Approach With Transfer Learning

Naga Shreya Chilumukuru, Pragya Priyadarshini, Yawo Ezunkpe

JMIR Form Res 2025 (Aug 21); 9:e62996

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Implementation of Clinical Practice Guidelines to Prevent Cervical Cancer: Mixed Methods Study

Oliver C Ezechi, Folahanmi T Akinsolu, Olunike R Abodunrin, Oluwabukola M Ola, Chisom Obi-Jeff, Ishak K Lawal, George U Eleje, Joseph D Tucker, Juliet I Iwelunmor

JMIR Cancer 2025 (Aug 15); 11:e68572

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Framework for Race-Specific Prostate Cancer Detection Using Machine Learning Through Gene Expression Data: Feature Selection Optimization Approach

David Agustriawan, Adithama Mulia, Marlinda Vasty Overbeek, Vincent Kurniawan, Jheno Syechlo, Moeljono Widjaja, Muhammad Imran Ahmad

JMIR Bioinform Biotech 2025 (Jul 31); 6:e72423

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Automating Colon Polyp Classification in Digital Pathology by Evaluation of a “Machine Learning as a Service” AI Model: Algorithm Development and Validation Study

David Beyer, Evan Delancey, Logan McLeod

JMIR Form Res 2025 (Jul 31); 9:e67457

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Optimizing Thyroid Nodule Management With Artificial Intelligence: Multicenter Retrospective Study on Reducing Unnecessary Fine Needle Aspirations

Jia-Hui Ni, Yun-Yun Liu, Chao Chen, Yi-Lei Shi, Xing Zhao, Xiao-Long Li, Bei-Bei Ye, Jing-Liang Hu, Li-Chao Mou, Li-Ping Sun, Hui-Jun Fu, Xiao-Xiang Zhu, Yi-Feng Zhang, Lehang Guo, Hui-Xiong Xu

JMIR Med Inform 2025 (Jul 30); 13:e71740

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Design and Validation of a Chatbot-Based Cervical Cancer Screening Decision Aid for Women Experiencing Socioeconomic Disadvantage: User-Centered Approach Study

Alice Le Bonniec, Catherine Sauvaget, Eric Lucas, Abdelhak Nassiri, Farida Selmouni

JMIR Cancer 2025 (Jul 24); 11:e70251

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