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ArticlesPeer ReviewedFull Text
Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis
Author / Creator:Kim, Yeesuk ; Tian, Yuxi ; Yang, Jianxiao ; Huser, Vojtech ; Jin, Peng ; Lambert, Christophe G. ; Park, Hojun ; You, Seng Chan ; Park, Rae Woong ; Rijnbeek, Peter R. ; Van Zandt, Mui ; Reich, Christian ; Vashisht, Rohit ; Wu, Yonghui ; Duke, Jon ; Hripcsak, George ; Madigan, David ; Shah, Nigam H. ; Ryan, Patrick B. ; Schuemie, Martijn J. ; Suchard, Marc A.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-07, Vol.10 (1), p.11115-11115, Article 11115
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Comparison of Finasteride and Dutasteride on Risk of Prostate Cancer in Patients with Benign Prostatic Hyperplasia: A Pooled Analysis of 15 Real-world Databases
Author / Creator:Yang, Dae Yul ; Seo, Won-Woo ; Park, Rae Woong ; Rhee, Sang Youl ; Cha, Jae Myung ; Hah, Yoon Soo ; Jeong, Chang Won ; Kim, Kyung-Jin ; Yang, Hyeon-Jong ; Kim, Do Kyung ; Ha, Ji Yong
Publisher:Korea (South): Korean Society for Sexual Medicine and Andrology
Journal title:The World Journal of Men's Health, 2025, 43(1), , pp.188-196
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Characterizing treatment pathways at scale using the OHDSI network
Author / Creator:Hripcsak, George ; Ryan, Patrick B. ; Duke, Jon D. ; Shah, Nigam H. ; Park, Rae Woong ; Huser, Vojtech ; Suchard, Marc A. ; Schuemie, Martijn J. ; DeFalco, Frank J. ; Perotte, Adler ; Banda, Juan M. ; Reich, Christian G. ; Schilling, Lisa M. ; Matheny, Michael E. ; Meeker, Daniella ; Pratt, Nicole ; Madigan, David
Publisher:United States: National Academy of Sciences
Journal title:Proceedings of the National Academy of Sciences - PNAS, 2016-07, Vol.113 (27), p.7329-7336
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ArticlesPeer ReviewedFull Text
Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals
Author / Creator:Jeong, Eugene ; Park, Namgi ; Choi, Young ; Park, Rae Woong ; Yoon, Dukyong
Publisher:United States: Public Library of Science
Journal title:PloS one, 2018-11, Vol.13 (11), p.e0207749-e0207749
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Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children
Author / Creator:Lee, Dong Yun ; Shin, Yunmi ; Park, Rae Woong ; Cho, Sun-Mi ; Han, Sora ; Yoon, Changsoon ; Choo, Jaheui ; Shim, Joo Min ; Kim, Kahee ; Jeon, Sang-Won ; Kim, Seong-Ju
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-09, Vol.13 (1), p.14469-14469, Article 14469
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ArticlesPeer ReviewedFull Text
Association between gastroesophageal reflux disease and tinnitus in a nationwide population-based cohort study
Author / Creator:Kang, Sung-Woo ; An, Min Ho ; Ha, Seojung ; Kim, Min-Gyu ; Park, Tae Jun ; Kim, Han Ki ; Sheen, Kisung ; Park, Rae Woong ; Park, Soon Sang
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-12, Vol.14 (1), p.30106-13, Article 30106
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ArticlesFull Text
Construction of an PFT database with various clinical information using optical character recognition and regular expression technique
Author / Creator:Park, Man Young ; Park, Rae Woong
Publisher:한국인터넷정보학회
Journal title:Inteonet jeongbo hakoe nonmunji = Journal of Korean Society for Internet Information, 2017-10, Vol.18 (5), p.55-60
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Impact of pitavastatin on new-onset diabetes mellitus compared to atorvastatin and rosuvastatin: a distributed network analysis of 10 real-world databases
Author / Creator:Seo, Won-Woo ; Seo, Seung In ; Kim, Yerim ; Yoo, Jong Jin ; Shin, Woon Geon ; Kim, Jinseob ; You, Seng Chan ; Park, Rae Woong ; Park, Young Min ; Kim, Kyung-Jin ; Rhee, Sang Youl ; Park, Meeyoung ; Jin, Eun-Sun ; Kim, Sung Eun
Publisher:England: BioMed Central
Journal title:Cardiovascular diabetology, 2022-05, Vol.21 (1), p.82-82, Article 82
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Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model
Author / Creator:Yu, Jae Yong ; Kim, Doyeop ; Yoon, Sunyoung ; Kim, Taerim ; Heo, SeJin ; Chang, Hansol ; Han, Gab Soo ; Jeong, Kyung Won ; Park, Rae Woong ; Gwon, Jun Myung ; Xie, Feng ; Ong, Marcus Eng Hock ; Ng, Yih Yng ; Joo, Hyung Joon ; Cha, Won Chul
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-03, Vol.14 (1), p.6666-6666, Article 6666
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Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly...
Author / Creator:Reps, Jenna M. ; Williams, Ross D. ; You, Seng Chan ; Falconer, Thomas ; Minty, Evan ; Callahan, Alison ; Ryan, Patrick B. ; Park, Rae Woong ; Lim, Hong-Seok ; Rijnbeek, Peter
Publisher:England: BioMed Central Ltd
Journal title:BMC medical research methodology, 2020-05, Vol.20 (1), p.102-102, Article 102
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ArticlesPeer ReviewedFull Text
Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder
Author / Creator:Lee, Dong Yun ; Byeon, Gihwan ; Kim, Narae ; Son, Sang Joon ; Park, Rae Woong ; Park, Bumhee
Publisher:London: Nature Publishing Group UK
Journal title:Translational psychiatry, 2024-07, Vol.14 (1), p.276-9, Article 276
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Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation
Author / Creator:Park, Yae Won ; Shin, Seo Jeong ; Eom, Jihwan ; Lee, Heirim ; You, Seng Chan ; Ahn, Sung Soo ; Lim, Soo Mee ; Park, Rae Woong ; Lee, Seung-Koo
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2022-04, Vol.12 (1), p.7042-7042, Article 7042
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ArticlesPeer ReviewedFull Text
Impact of symptomatic menopausal transition on the occurrence of depression, anxiety, and sleep disorders: A real-world multi-site study
Author / Creator:Lee, Dong Yun ; Andreescu, Carmen ; Aizenstein, Howard ; Karim, Helmet ; Mizuno, Akiko ; Kolobaric, Antonija ; Yoon, Seokyoung ; Kim, Yerim ; Lim, Jaegyun ; Hwang, Ein Jeong ; Ouh, Yung-Taek ; Kim, Hyung Hoi ; Son, Sang Joon ; Park, Rae Woong
Publisher:England: Cambridge University Press
Journal title:European psychiatry, 2023-09, Vol.66 (1), p.e80-e80, Article e80
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ArticlesPeer ReviewedFull Text
Machine learning-based prediction model for postoperative delirium in non-cardiac surgery
Author / Creator:Lee, Dong Yun ; Oh, Ah Ran ; Park, Jungchan ; Lee, Seung-Hwa ; Choi, Byungjin ; Yang, Kwangmo ; Kim, Ha Yeon ; Park, Rae Woong
Publisher:England: BioMed Central Ltd
Journal title:BMC psychiatry, 2023-05, Vol.23 (1), p.317-317, Article 317
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ArticlesPeer ReviewedFull Text
Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study
Author / Creator:Lee, Dong Yun ; Choi, Byungjin ; Kim, Chungsoo ; Fridgeirsson, Egill ; Reps, Jenna ; Kim, Myoungsuk ; Kim, Jihyeong ; Jang, Jae-Won ; Rhee, Sang Youl ; Seo, Won-Woo ; Lee, Seunghoon ; Son, Sang Joon ; Park, Rae Woong
Publisher:Canada: Gunther Eysenbach MD MPH, Associate Professor
Journal title:Journal of medical Internet research, 2023-07, Vol.25 (1), p.e46165-e46165
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Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning...
Author / Creator:Lee, Dong Yun ; Cho, Yong Hyuk ; Kim, Myoungsuk ; Jeong, Chang-Won ; Cha, Jae Myung ; Won, Geun Hui ; Noh, Jai Sung ; Son, Sang Joon ; Park, Rae Woong
Publisher:England: Cambridge University Press
Journal title:European psychiatry, 2023-02, Vol.66 (1), p.e21-e21, Article e21
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Automated interpretation of cardiotocography using deep learning in a nationwide multicenter study
Author / Creator:Park, Chang Eun ; Choi, Byungjin ; Park, Rae Woong ; Kwak, Dong Wook ; Ko, Hyun Sun ; Seong, Won Joon ; Cha, Hyun-Hwa ; Kim, Hyun Mi ; Lee, Jisun ; Seol, Hyun-Joo ; Pyeon, Seungyeon ; Hong, Soon-Cheol ; Kang, Yun Dan ; Oh, Kyung Joon ; Park, Joong Shin ; Kim, Young Nam ; Kim, Young Ah ; Kim, Yoon Ha ; Kim, Gwang Jun ; Kim, Miran ; Chang, Hye Jin
Publisher:England: Nature Publishing Group
Journal title:Scientific reports, 2025-06, Vol.15 (1), p.19617-10
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DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models
Author / Creator:Luo, Chongliang ; Islam, Md. Nazmul ; Sheils, Natalie E. ; Buresh, John ; Reps, Jenna ; Schuemie, Martijn J. ; Ryan, Patrick B. ; Edmondson, Mackenzie ; Duan, Rui ; Tong, Jiayi ; Marks-Anglin, Arielle ; Bian, Jiang ; Chen, Zhaoyi ; Duarte-Salles, Talita ; Fernández-Bertolín, Sergio ; Falconer, Thomas ; Kim, Chungsoo ; Park, Rae Woong ; Pfohl, Stephen R. ; Shah, Nigam H. ; Williams, Andrew E. ; Xu, Hua ; Zhou, Yujia ; Lautenbach, Ebbing ; Doshi, Jalpa A. ; Werner, Rachel M. ; Asch, David A. ; Chen, Yong
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2022-03, Vol.13 (1), p.1678-10, Article 1678
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ArticlesPeer ReviewedFull Text
Comparative estimation of the effects of antihypertensive medications on schizophrenia occurrence: a multinational observational cohort study
Author / Creator:Lee, Dong Yun ; Kim, Chungsoo ; Kim, Jiwoo ; Yun, Jeongwon ; Lee, Yujin ; Chui, Celine Sze Ling ; Son, Sang Joon ; Park, Rae Woong ; You, Seng Chan
Publisher:England: BioMed Central Ltd
Journal title:BMC psychiatry, 2024-02, Vol.24 (1), p.128-10, Article 128
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ArticlesPeer ReviewedFull Text
Correction: Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals
Author / Creator:Jeong, Eugene ; Park, Namgi ; Choi, Young ; Park, Rae Woong ; Yoon, Dukyong
Publisher:United States: Public Library of Science
Journal title:PloS one, 2019-04, Vol.14 (4), p.e0215344-e0215344
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Showing 1 to 20 of 90 results

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Comparative safety and effectiveness of alendronate versus raloxifene in women with osteoporosis

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Comparison of Finasteride and Dutasteride on Risk of Prostate Cancer in Patients with Benign Prostatic Hyperplasia: A Pooled Analysis of 15 Real-world Databases

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Characterizing treatment pathways at scale using the OHDSI network

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Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

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Use of eye tracking to improve the identification of attention-deficit/hyperactivity disorder in children

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Association between gastroesophageal reflux disease and tinnitus in a nationwide population-based cohort study

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Construction of an PFT database with various clinical information using optical character recognition and regular expression technique

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Impact of pitavastatin on new-onset diabetes mellitus compared to atorvastatin and rosuvastatin: a distributed network analysis of 10 real-world databases

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Inter hospital external validation of interpretable machine learning based triage score for the emergency department using common data model

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Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly...

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Neuroimaging and natural language processing-based classification of suicidal thoughts in major depressive disorder

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Cycle-consistent adversarial networks improves generalizability of radiomics model in grading meningiomas on external validation

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Impact of symptomatic menopausal transition on the occurrence of depression, anxiety, and sleep disorders: A real-world multi-site study

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Machine learning-based prediction model for postoperative delirium in non-cardiac surgery

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Privacy-Preserving Federated Model Predicting Bipolar Transition in Patients With Depression: Prediction Model Development Study

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Association between impaired glucose metabolism and long-term prognosis at the time of diagnosis of depression: Impaired glucose metabolism as a promising biomarker proposed through a machine-learning...

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Automated interpretation of cardiotocography using deep learning in a nationwide multicenter study

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DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models

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Comparative estimation of the effects of antihypertensive medications on schizophrenia occurrence: a multinational observational cohort study

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Correction: Machine learning model combining features from algorithms with different analytical methodologies to detect laboratory-event-related adverse drug reaction signals

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