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Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical Analysis

De Rong Loh, Elliot D Hill, Nan Liu, Geraldine Dawson, Matthew M Engelhard

JMIR AI 2025;4:e62985

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Introducing and Evaluating the Effectiveness of Online Cognitive Behavior Therapy for Gambling Disorder in Routine Addiction Care: Comparative Cohort Study

Olof Molander, Anne H Berman, Miriam Jakobson, Mikael Gajecki, Hanna Hällström, Jonas Ramnerö, Johan Bjureberg, Per Carlbring, Philip Lindner

J Med Internet Res 2024;26:e54754

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Five-Feature Models to Predict Preeclampsia Onset Time From Electronic Health Record Data: Development and Validation Study

Hailey K Ballard, Xiaotong Yang, Aditya D Mahadevan, Dominick J Lemas, Lana X Garmire

J Med Internet Res 2024;26:e48997

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Comparison of Synthetic Data Generation Techniques for Control Group Survival Data in Oncology Clinical Trials: Simulation Study

Ippei Akiya, Takuma Ishihara, Keiichi Yamamoto

JMIR Med Inform 2024;12:e55118

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Rolling the DICE (Design, Interpret, Compute, Estimate): Interactive Learning of Biostatistics With Simulations

Robert Thiesmeier, Nicola Orsini

JMIR Med Educ 2024;10:e52679

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Privacy-Preserving Federated Survival Support Vector Machines for Cross-Institutional Time-To-Event Analysis: Algorithm Development and Validation

Julian Späth, Zeno Sewald, Niklas Probul, Magali Berland, Mathieu Almeida, Nicolas Pons, Emmanuelle Le Chatelier, Pere Ginès, Cristina Solé, Adrià Juanola, Josch Pauling, Jan Baumbach

JMIR AI 2024;3:e47652

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Factors Associated With COVID-19 Death in the United States: Cohort Study

Uan-I Chen, Hua Xu, Trudy Millard Krause, Raymond Greenberg, Xiao Dong, Xiaoqian Jiang

JMIR Public Health Surveill 2022;8(5):e29343

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A Comparison of Census and Cohort Sampling Models for the Longitudinal Collection of User-Reported Data in the Maternity Care Pathway: Mixed Methods Study

Kendall Jamieson Gilmore, Manila Bonciani, Milena Vainieri

JMIR Med Inform 2022;10(3):e25477

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The Application and Comparison of Machine Learning Models for the Prediction of Breast Cancer Prognosis: Retrospective Cohort Study

Jialong Xiao, Miao Mo, Zezhou Wang, Changming Zhou, Jie Shen, Jing Yuan, Yulian He, Ying Zheng

JMIR Med Inform 2022;10(2):e33440

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Adoption of the Website and Mobile App of a Preventive Health Program Across Neighborhoods With Different Socioeconomic Conditions in the Netherlands: Longitudinal Study

Elena Agachi, Tammo H A Bijmolt, Jochen O Mierau, Koert van Ittersum

JMIR Hum Factors 2022;9(1):e32112

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