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Next-Generation Sequencing–Based Cancer Panel Data Conversion Using International Standards to Implement a Clinical Next-Generation Sequencing Research System: Single-Institution Study

Phillip Park, Soo-Yong Shin, Seog Yun Park, Jeonghee Yun, Chulmin Shin, Jipmin Jung, Kui Son Choi, Hyo Soung Cha

JMIR Med Inform 2020;8(4):e14710

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Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Junetae Kim, Sangwon Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Wook Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

J Med Internet Res 2020;22(12):e18418

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Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study

Jong-Hwan Jang, Junggu Choi, Hyun Woong Roh, Sang Joon Son, Chang Hyung Hong, Eun Young Kim, Tae Young Kim, Dukyong Yoon

JMIR Mhealth Uhealth 2020;8(7):e16113

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Incorporation of Personal Single Nucleotide Polymorphism (SNP) Data into a National Level Electronic Health Record for Disease Risk Assessment, Part 1: An Overview of Requirements

Timur Beyan, Yeşim Aydın Son

JMIR Med Inform 2014;2(2):e15

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Incorporation of Personal Single Nucleotide Polymorphism (SNP) Data into a National Level Electronic Health Record for Disease Risk Assessment, Part 3: An Evaluation of SNP Incorporated National Health Information System of Turkey for Prostate Cancer

These probabilistic models are based on the works of Yücebaş and Aydın Son to assess prostate cancer risk, and were developed through a hybrid approach combining support vector machine (SVM) and Iterative Dichotomiser 3 (ID3) decision tree (DT) based on “A

Timur Beyan, Yeşim Aydın Son

JMIR Med Inform 2014;2(2):e21

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Incorporation of Personal Single Nucleotide Polymorphism (SNP) Data into a National Level Electronic Health Record for Disease Risk Assessment, Part 2: The Incorporation of SNP into the National Health Information System of Turkey

Timur Beyan, Yeşim Aydın Son

JMIR Med Inform 2014;2(2):e17

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Real-World Implications of a Rapidly Responsive COVID-19 Spread Model with Time-Dependent Parameters via Deep Learning: Model Development and Validation

Se Young Jung, Hyeontae Jo, Hwijae Son, Hyung Ju Hwang

J Med Internet Res 2020;22(9):e19907

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How Do You #relax When You’re #stressed? A Content Analysis and Infodemiology Study of Stress-Related Tweets

Son Doan, Amanda Ritchart, Nicholas Perry, Juan D Chaparro, Mike Conway

JMIR Public Health Surveill 2017;3(2):e35

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Effects of COVID-19 on College Students’ Mental Health in the United States: Interview Survey Study

Changwon Son, Sudeep Hegde, Alec Smith, Xiaomei Wang, Farzan Sasangohar

J Med Internet Res 2020;22(9):e21279

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Internet and Health Information Technology Use and Psychological Distress Among Older Adults With Self-Reported Vision Impairment: Case-Control Study

Namkee G Choi, Diana M DiNitto, Othelia EunKyoung Lee, Bryan Y Choi

J Med Internet Res 2020;22(6):e17294

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