Publications by authors named "Hwanjo Yu"

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Diagnosis prediction of tumours of unknown origin using ImmunoGenius, a machine learning-based expert system for immunohistochemistry profile interpretation.
Yosep Chong, Nishant Thakur, Ji Young Lee, Gyoyeon Hwang, Myungjin Choi, Hwanjo Yu

Diagn Pathol· March 2021

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A machine-learning expert-supporting system for diagnosis prediction of lymphoid neoplasms using a probabilistic decision-tree algorithm and immunohistochemistry profile database.
Yosep Chong, Ji Young Lee, Yejin Kim, Jingyun Choi, Hwanjo Yu

J Pathol Transl Med· November 2020

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Generating sequential electronic health records using dual adversarial autoencoder.
Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala

J Am Med Inform Assoc· July 2020

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Harmonized representation learning on dynamic EHR graphs.
Dongha Lee, Xiaoqian Jiang, Hwanjo Yu

J Biomed Inform· June 2020

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Phenotyping of Korean patients with better-than-expected efficacy of moderate-intensity statins using tensor factorization.
Jingyun Choi, Yejin Kim, Hun-Sung Kim, In Young Choi, Hwanjo Yu

PLoS One· December 2018

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Smartphone dependence classification using tensor factorization.
Jingyun Choi, Mi Jung Rho, Yejin Kim, In Hye Yook, Hwanjo Yu

PLoS One· October 2017

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Personality Factors Predicting Smartphone Addiction Predisposition: Behavioral Inhibition and Activation Systems, Impulsivity, and Self-Control.
Yejin Kim, Jo-Eun Jeong, Hyun Cho, Dong-Jin Jung, Minjung Kwak, Hwanjo Yu

PLoS One· August 2017

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Federated Tensor Factorization for Computational Phenotyping.
Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang

KDD· August 2017

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Discriminative and Distinct Phenotyping by Constrained Tensor Factorization.
Yejin Kim, Robert El-Kareh, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang

Sci Rep· April 2017

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A mutation profile for top-k patient search exploiting Gene-Ontology and orthogonal non-negative matrix factorization.
Sungchul Kim, Lee Sael, Hwanjo Yu

Bioinformatics· July 2016

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Discovery of prostate specific antigen pattern to predict castration resistant prostate cancer of androgen deprivation therapy.
Yejin Kim, Yong Hyun Park, Ji Youl Lee, In Young Choi, Hwanjo Yu

BMC Med Inform Decis Mak· July 2016

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Is lymphovascular invasion a powerful predictor for biochemical recurrence in pT3 N0 prostate cancer? Results from the K-CaP database.
Yong Hyun Park, Yejin Kim, Hwanjo Yu, In Young Choi, Seok-Soo Byun, Byung Ha Chung, Hyun Moo Lee

Sci Rep· May 2016

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Developing a hybrid dictionary-based bio-entity recognition technique.
Min Song, Hwanjo Yu, Wook-Shin Han

BMC Med Inform Decis Mak· March 2016

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A mutation profile for top-k patient search exploiting Gene-Ontology and orthogonal non-negative matrix factorization.
Sungchul Kim, Lee Sael, Hwanjo Yu

Bioinformatics· November 2015

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LMDS-based approach for efficient top-k local ligand-binding site search.
Sungchul Kim, Lee Sael, Hwanjo Yu

Int J Data Min Bioinform· November 2015

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Efficient protein structure search using indexing methods.
Sungchul Kim, Lee Sael, Hwanjo Yu

BMC Med Inform Decis Mak· July 2013

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Combining active learning and semi-supervised learning techniques to extract protein interaction sentences.
Min Song, Hwanjo Yu, Wook-Shin Han

BMC Bioinformatics· November 2011

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Processing SPARQL queries with regular expressions in RDF databases.
Jinsoo Lee, Minh-Duc Pham, Jihwan Lee, Wook-Shin Han, Hune Cho, Hwanjo Yu

BMC Bioinformatics· March 2011

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Enabling multi-level relevance feedback on PubMed by integrating rank learning into DBMS.
Hwanjo Yu, Taehoon Kim, Jinoh Oh, Ilhwan Ko, Sungchul Kim

BMC Bioinformatics· April 2010

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Nonlinear support vector machine visualization for risk factor analysis using nomograms and localized radial basis function kernels.
Baek Hwan Cho, Hwanjo Yu, Jongshill Lee, Young Joon Chee, In Young Kim

IEEE Trans Inf Technol Biomed· March 2008

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Application of irregular and unbalanced data to predict diabetic nephropathy using visualization and feature selection methods.
Baek Hwan Cho, Hwanjo Yu, Kwang-Won Kim, Tae Hyun Kim, In Young Kim

Artif Intell Med· January 2008

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Predicting the impact of an electronic health record on practice patterns using computational modeling and simulation.
Thomas R Clancy, Connie White Delaney, Alberto Segre, Kathleen Carley, Andrew Kuziak, Hwanjo Yu

AMIA Annu Symp Proc· October 2007

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Discovering compact and highly discriminative features or feature combinations of drug activities using support vector machines.
Hwanjo Yu, Jiong Yang, Wei Wang, Jiawei Han

Proc IEEE Comput Soc Bioinform Conf· August 2006

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Computer-aided classification of interstitial lung diseases via MDCT: 3D adaptive multiple feature method (3D AMFM).
Ye Xu, Edwin J R van Beek, Yu Hwanjo, Junfeng Guo, Geoffrey McLennan

Acad Radiol· August 2006

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