Innovations and Technology in Cancer Care

Establishing Machine Learning Models to Predict Curative Resection in Early Gastric Cancer with Undifferentiated Histology: Development and Usability Study

Chang Seok Bang, Ji Yong Ahn, Jie-Hyun Kim, Young-Il Kim, Il Ju Choi, Woon Geon Shin

J Med Internet Res 2021 (Apr 15); 23(4):e25053

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Use of Endoscopic Images in the Prediction of Submucosal Invasion of Gastric Neoplasms: Automated Deep Learning Model Development and Usability Study

Chang Seok Bang, Hyun Lim, Hae Min Jeong, Sung Hyeon Hwang

J Med Internet Res 2021 (Apr 15); 23(4):e25167

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A Modular Mobile Health App for Personalized Rehabilitation Throughout the Breast Cancer Care Continuum: Development Study

Ji Young Lim, Jong Kwang Kim, Yoon Kim, So-Yeon Ahn, Jonghan Yu, Ji Hye Hwang

JMIR Form Res 2021 (Apr 13); 5(4):e23304

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A Novel Behavioral Intervention for Rural Appalachian Cancer Survivors (weSurvive): Participatory Development and Proof-of-Concept Testing

Kathleen J Porter, Katherine E Moon, Virginia T LeBaron, Jamie M Zoellner

JMIR Cancer 2021 (Apr 12); 7(2):e26010

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Characterizing the Anticancer Treatment Trajectory and Pattern in Patients Receiving Chemotherapy for Cancer Using Harmonized Observational Databases: Retrospective Study

Hokyun Jeon, Seng Chan You, Seok Yun Kang, Seung In Seo, Jeremy L Warner, Rimma Belenkaya, Rae Woong Park

JMIR Med Inform 2021 (Apr 06); 9(4):e25035

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Radiomic and Genomic Machine Learning Method Performance for Prostate Cancer Diagnosis: Systematic Literature Review

Rossana Castaldo, Carlo Cavaliere, Andrea Soricelli, Marco Salvatore, Leandro Pecchia, Monica Franzese

J Med Internet Res 2021 (Apr 01); 23(4):e22394

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A Mobile App to Improve Symptom Control and Information Exchange Among Specialists and Local Health Workers Treating Tanzanian Cancer Patients: Human-Centered Design Approach

Robert S Morse, Kaley Lambden, Erin Quinn, Twalib Ngoma, Beatrice Mushi, Yun Xian Ho, Mamsau Ngoma, Habiba Mahuna, Sarah B Sagan, Joshua Mmari, Susan Miesfeldt

JMIR Cancer 2021 (Mar 23); 7(1):e24062

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A Novel Remote Follow-Up Tool Based on an Instant Messaging/Social Media App for the Management of Patients With Low Anterior Resection Syndrome: Pilot Prospective Self-Control Study

Fan Liu, Peng Guo, Xiangqian Su, Ming Cui, Jianlong Jiang, Suo Wang, Zhouman Yu, Runhe Zhou, Yingjiang Ye

JMIR Mhealth Uhealth 2021 (Mar 19); 9(3):e22647

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Predicting Outcomes in Patients Undergoing Pancreatectomy Using Wearable Technology and Machine Learning: Prospective Cohort Study

Heidy Cos, Dingwen Li, Gregory Williams, Jeffrey Chininis, Ruixuan Dai, Jingwen Zhang, Rohit Srivastava, Lacey Raper, Dominic Sanford, William Hawkins, Chenyang Lu, Chet W Hammill

J Med Internet Res 2021 (Mar 18); 23(3):e23595

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Acceptance and Use of Home-Based Electronic Symptom Self-Reporting Systems in Patients With Cancer: Systematic Review

Youmin Cho, Huiting Zhang, Marcelline Ruth Harris, Yang Gong, Ellen Lavoie Smith, Yun Jiang

J Med Internet Res 2021 (Mar 12); 23(3):e24638

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Development and Early Feasibility of Chatbots for Educating Patients With Lung Cancer and Their Caregivers in Japan: Mixed Methods Study

Yuki Kataoka, Tomoyasu Takemura, Munehiko Sasajima, Naoki Katoh

JMIR Cancer 2021 (Mar 10); 7(1):e26911

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Cognitive Bias Modification Training to Improve Implicit Vitality in Patients With Breast Cancer: App Design Using a Cocreation Approach

Roos Wolbers, Christina Bode, Ester Siemerink, Sabine Siesling, Marcel Pieterse

JMIR Form Res 2021 (Mar 10); 5(3):e18325

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Artificial Intelligence Techniques That May Be Applied to Primary Care Data to Facilitate Earlier Diagnosis of Cancer: Systematic Review

Owain T Jones, Natalia Calanzani, Smiji Saji, Stephen W Duffy, Jon Emery, Willie Hamilton, Hardeep Singh, Niek J de Wit, Fiona M Walter

J Med Internet Res 2021 (Mar 03); 23(3):e23483

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Minimizing the Impact of the COVID-19 Epidemic on Oncology Clinical Trials: Retrospective Study of Beijing Cancer Hospital

Zhiying Fu, Min Jiang, Kun Wang, Jian Li

J Med Internet Res 2021 (Mar 02); 23(3):e26799

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Comparative Analysis of Paper-Based and Web-Based Versions of the National Comprehensive Cancer Network-Functional Assessment of Cancer Therapy-Breast Cancer Symptom Index (NFBSI-16) Questionnaire in Breast Cancer Patients: Randomized Crossover Study

Jinfei Ma, Zihao Zou, Emmanuel Eric Pazo, Salissou Moutari, Ye Liu, Feng Jin

JMIR Med Inform 2021 (Mar 02); 9(3):e18269

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Machine Learning Approach to Predict the Probability of Recurrence of Renal Cell Carcinoma After Surgery: Prediction Model Development Study

HyungMin Kim, Sun Jung Lee, So Jin Park, In Young Choi, Sung-Hoo Hong

JMIR Med Inform 2021 (Mar 01); 9(3):e25635

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Prediction of Prolonged Length of Hospital Stay After Cancer Surgery Using Machine Learning on Electronic Health Records: Retrospective Cross-sectional Study

Yong-Yeon Jo, JaiHong Han, Hyun Woo Park, Hyojung Jung, Jae Dong Lee, Jipmin Jung, Hyo Soung Cha, Dae Kyung Sohn, Yul Hwangbo

JMIR Med Inform 2021 (Feb 22); 9(2):e23147

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Development of a Web-Based System for Exploring Cancer Risk With Long-term Use of Drugs: Logistic Regression Approach

Hsuan-Chia Yang, Md Mohaimenul Islam, Phung Anh Alex Nguyen, Ching-Huan Wang, Tahmina Nasrin Poly, Chih-Wei Huang, Yu-Chuan Jack Li

JMIR Public Health Surveill 2021 (Feb 15); 7(2):e21401

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Use of Teleconsultations in a Regional Stereotactic Radiosurgery Service: Pilot Study

Micheal O'Cathail, Luis Aznar-Garcia, Ananth Sivanandan, Claire Diver, Poulam Patel, Pui-Shan Tang, Judith Christian

JMIR Form Res 2021 (Feb 05); 5(2):e15598

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Use of a Remote Oncology Pharmacy Service Platform for Patients With Cancer During the COVID-19 Pandemic: Implementation and User Acceptance Evaluation

Zhuo-Jia Chen, Wei-Ting Liang, Qing Liu, Rong He, Qian-Chao Chen, Qiu-Feng Li, Yao Zhang, Xiao-Dong Du, Ying Pan, Shu Liu, Xiao-Yan Li, Xue Wei, He Huang, Hong-Bing Huang, Tao Liu

J Med Internet Res 2021 (Jan 21); 23(1):e24619

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