Hye-mi Choi
- Major
- Extreme Value Theory Non-parametric Statistics
- Position
- Professor
- Tel
- +82-63-270-3391
- hchoi@jbnu.ac.kr
- Office
- Room 206, College of Natural Sciences Main Building
research achievements
Subin Lee, Eun Jung Choi, Hyemi Choi and Jung Hee Byon (2024). Comparison of Diagnostic Performance between Classic and Modified Abbreviated Breast MRI and the MRI Features Affecting Their Diagnostic Performance, Diagnostics, 14.
Kum Ju Chae, Soyeoun Lim, Joon Beom Seo, Hye Jeon Hwang, Hyemi Choi, David Lynch, Gong Yong Jin (2023). Interstitial Lung Abnormalities at CT in the Korean NationalLung Cancer Screening Program: Prevalence and Deep Learning–based Texture Analysis, Radiology, 307
Jung Hee Byon, Seungyong Hwang, Hyemi Choi and Eun Jung Choi (2023). Diagnostic Accuracy of Magnetic Resonance Imaging Features and Tumor-to-Nipple Distance for the Nipple-Areolar Complex Involvement of Breast Cancer: A Systematic Review and Meta-Analysis, Korean Journal of Radiology, 24, 739-751.
Eun Jung Choi, Hyemi Choi, Jung Hee Byon, Ji Hyun Youk (2023). Analysis of background echotexture on automated breast ultrasound using BI-RADS and modified classification: Association with clinical features and mammographic density, Journal of Clinical Ultrasound, 51, 687-695.
Hye Min Cho, Hye Mi Choi and Nam-Pyo Cho (2022). Bidirectional Association between Burning Mouth Syndrome and Depression Disorders, The Korean Journal of Oral and Maxillofacial Pathology, 46, 75-82.
Kum Ju Chae, Myoung Ja Chung, Gong Yong Jin, Young Ju Song, Ae Ri An, Hyemi Choi and Jin Mo Goo (2022). Radiologic-pathologic correlation of interstitial lung abnormalities and predictors for progression and survival, European Raiology, 32, 2713–2723.
Won Gi Jeong, Hyemi Choi, Kum Ju Chae, and Jinheum Kim (2022). Prognosis and recurrence patterns in patients with early stage lung cancer: a multi-state model approach, Translational Lung Cancer Research, 11, 1279-1291.
Kum Ju Chae, Hyemi Choi, Won Gi Jeong, and Jinheum Kim (2022). The Value of the Illness-Death Model for predicting outcomes in patients with non–small cell lung cancer, Cancer Research and Treatment, 54, 996-1004.
Hye Min Cho, Hye Mi Choi, Kyung-Eun Lee, and Nam-Pyo Cho (2021). Gamma-glutamyltransferase and the risk of head and neck cancer mortality, Journal of Oral Pathology and Medicine, 50, 803-811.
Kum Ju Chae, Gong Yong Jin, Jiwoong Choi, Chang Hyun Lee, Sanghun Choi, Hyemi Choi, Jeongjae Park, Ching-Long Lin, and Eric A. Hoffman (2021). Generation-based study of airway remodeling in smokers with normal-looking CT with normalization to control inter-subject variability, European Journal of Radiology, 136, 109657.
Kum J.Chae, Gong Y.Jin, Seok B.Ko, Yi Wang, Hao Zhang, Eun J.Choi, and Hyemi Choi (2020). Deep Learning for the Classification of Small (≤2 cm) Pulmonary Nodules on CT Imaging: A Preliminary Study, Academic Radiology, 27, 55-63.
Hye Min Cho, Dae-Woo Lee, Jeong Jae Park, Hye Mi Choi, and Nam-Pyo Cho (2020). Risk factors of head and neck cancer mortality compared with those of all-cause and all-cancer mortalities, Journal of Oral Science, 62, 365-370.
Eun Jung Choi, Ji Hyun Youk, MD, Hyemi Choi, and Ji Soo Song (2020). Dynamic contrast-enhanced and diffusion-weighted mri of invasive breast cancer for the prediction of sentinel lymph node status, Journal of Magnetic Resonance Imaging, 51, 615-626.
Eun Ha Jeong, Eun Jung Choi, Hyemi Choi, Eun Hae Park and Ji Soo Song (2019). Prediction of axillary lymph node metastasis in early breast cancer using dynamic contrast-enhanced magnetic resonance imaging and diffusion-weighted imaging, Investive Magnetic Resonance Imaging, 23, 125-135.
Ji Soo Song, Eun Jung Choi, Seung Bae Hwang, Hong Pil Hwang and Hyemi Choi (2019). LI-RADS v2014 categorization of hepatocellular carcinoma:Intraindividual comparison between gadopentetate dimeglumine-enhanced MRI and gadoxetic acid-enhanced MRI, European Raiology, 29, 401-410.
Hyemin Cho and Hyemi Choi (2019). Recent statistical trends in medical and dental research, Journal of the Korean Data & Information Science Society, 30, 1341-1349.
Jeong Jae Park and Hyemi Choi (2018). Comparison of Kendall’s tau estimators for bivariate censored data, Journal of the Korean Data & Information Science Society, 29, 513-521.
Hae Jin Yang, Ji Soo Song, Eun Jung Choi, Hyemi Choi, Jae Do Yang, and Woo Sung Moon (2018). Hypovascular hypointense nodules in hepatobiliary phase without T2 hyperintensity: long-term outcomes and added value of DWI in predicting hypervascular transformation, Clinical Imaging, 50, 123-129.
Eun Jung Choi, Hyemi Choi, Eun Hae Park, Ji Soo Song, and Ji Hyun Youk (2018). Evaluation of an automated breast volume scanner according to the fifth edition of BI-RADS for breast ultrasound compared with hand-held ultrasound, European Journal of Radiology, 99, 138-145.
Hyemi Choi, Kyungsoo Han, Kyoungho Choi and Jeongyong Ahn (2016). A fuzzy medical diagnosis based on quantiles of diagnostic measures, Journal of Intelligent & Fuzzy Systems, 31, 3197-3202.
Eun Jung Choi, Hyemi Choi, Sin Ae Choi,Ji Hyun Youk (2016). Dynamic contrast-enhanced breast magnetic resonance imaging for the prediction of early and late recurrences in breast cancer, Medicine, 9, 1-9.
Namgil Lee, Hyemi Choi, and Sung-Ho Kim (2016). Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise, Computational Statistics and Data Analysis, 101, 250-276.
Kum Ju Chae, Gong Yong Jin, Hyun Nyeong Jung, Keun Sang Kwon, Hyemi Choi, Yong Chul Lee, Myoung Ja Chung, and Ho Sung Park (2016). Differentiating Smoking-Related Interstitial Fibrosis (SRIF) from Usual Interstitial Pneumonia (UIP) with Emphysema Using CT Features Based on Pathologically Proven Cases, PLOS One, 11, 1-15.
Hyemi Choi (2015). On Numerical Computation of Pickands Constants, Communications for Statistical Applications and Methods, 22, 277-283.
Hyemi Choi (2015). A Note on the Dependence Conditions for Stationary Normal Sequences, Communications for Statistical Applications and Methods, 22, 647-653.
Yong Seek Kim, Gong Yong Jin, Kum Ju Chae, Young Min Han, Su Bin Chon, Young Sun Lee, Keun Sang Kwon, and Hyemi Choi (2015). Visually stratified CT honeycombing as a survival predictor in combined pulmonary fibrosis and emphysema, British Journal Of Radiology, 88.
Kum Ju Chae, Gong Yong Jin, Young Min Han, Yong Seek Kim, Su Bin Chon, Young Sun Lee, Keun Sang Kwon, Hyemi Choi, and David Lynch (2015). Prevalence and progression of combined pulmonary fibrosis and emphysema in asymptomatic smokers: A case-control study, European Radiology, 25, 2326-2334.
Seungyong Hwang and Hyemi Choi (2014). Threshold Modelling of Spatial Extremes - Summer Rainfall of Korea, The Korean Journal of Applied Statistics, 27, 655-665.
Eun-Young Kim and Hyemi Choi (2013). Nonparametric estimation of conditional quantile with censored data, Journal of the Korean Data and Information Science Society, 24, 211-222.
Hye Mi Choi, Gil Seong Mun, and Jeong Yong Ahn (2012). A Medical Diagnosis based on Interval-valued Fuzzy Sets, Biomedical Engineering-Applications, Basis and Communications, 24, 349-354.
Sang-hyeop Lee, Chanyong Park, Sung Suk Chung and Hyemi Choi (2011). Panel attrition factors in Korean Labor and Income Panel Study, Journal of the Korean Data and Information Science Society, 22, 1-8.
Hyemi Choi, Sang-hyeop Lee, Chanyong Park and Sung Suk Chung (2010). The Use of a Biplot in Studying the Career Maturity of College Freshmen, The Korean Journal of Applied Statistics, 23, 933-941.
Hyemi Choi (2010). Almost sure limit theorem for stationary Gaussian random fields, Journal of the Korean Statistical Society, 39, 449-454.
J.M.P. Albin and Hyemi Choi (2010). A new proof of an old result by Pickands, Electronic Communications in Probability, 15, 339-345.
Choongrak Kim, Minkyung Oh, Seong J. Yang and Hyemi Choi (2010). A local linear estimation of conditional hazard function in censored data, Journal of the Korean Statistical Society, 39, 347-355.
Sung-Ho Kim, Hyemi Choi and Sangjin Lee (2010). Estimate-based goodness-of-fit test for large sparse multinomial distributions, Computational Statistics & Data Analysis, 53, 1122-1131.
H. Choi, Y. K. Lee, B. U. Park and K. S. Yu (2006). Local polynomial quasi-likelihood regression on random fields, Australian & New Zealand Journal of Statistics, 48, 491-506.
Choongrak Kim, Whasoo Bae, Hyemi Choi and Byeong U. Park (2005). Non-parametric hazard function estimation using the Kaplan–Meier estimator, Nonparametric Statistics, 17, 937-948.
Y.K. Lee, H. Choi, B.U. Park and K.S. Yu (2004). Local likelihood density estimation on random fields, Statistics & Probability Letters, 68, 347-357.
Whasoo Bae, Hyemi Choi, Byeong U. Park and Choongrak Kim (2004). Smoothing Techniques for the Bivariate Kaplan–Meier Estimator, Communications in Statistics—Theory and Methods, 34, 1659-1674.
MR Leadbetter, H. Rootzén and H. Choi (2001). On central limit theory for random additive functions under weak dependence restrictions, Lecture Notes–Monograph Series: State of the Art in Probability and Statistics, 36, 464-476.
Kum Ju Chae, Soyeoun Lim, Joon Beom Seo, Hye Jeon Hwang, Hyemi Choi, David Lynch, Gong Yong Jin (2023). Interstitial Lung Abnormalities at CT in the Korean NationalLung Cancer Screening Program: Prevalence and Deep Learning–based Texture Analysis, Radiology, 307
Jung Hee Byon, Seungyong Hwang, Hyemi Choi and Eun Jung Choi (2023). Diagnostic Accuracy of Magnetic Resonance Imaging Features and Tumor-to-Nipple Distance for the Nipple-Areolar Complex Involvement of Breast Cancer: A Systematic Review and Meta-Analysis, Korean Journal of Radiology, 24, 739-751.
Eun Jung Choi, Hyemi Choi, Jung Hee Byon, Ji Hyun Youk (2023). Analysis of background echotexture on automated breast ultrasound using BI-RADS and modified classification: Association with clinical features and mammographic density, Journal of Clinical Ultrasound, 51, 687-695.
Hye Min Cho, Hye Mi Choi and Nam-Pyo Cho (2022). Bidirectional Association between Burning Mouth Syndrome and Depression Disorders, The Korean Journal of Oral and Maxillofacial Pathology, 46, 75-82.
Kum Ju Chae, Myoung Ja Chung, Gong Yong Jin, Young Ju Song, Ae Ri An, Hyemi Choi and Jin Mo Goo (2022). Radiologic-pathologic correlation of interstitial lung abnormalities and predictors for progression and survival, European Raiology, 32, 2713–2723.
Won Gi Jeong, Hyemi Choi, Kum Ju Chae, and Jinheum Kim (2022). Prognosis and recurrence patterns in patients with early stage lung cancer: a multi-state model approach, Translational Lung Cancer Research, 11, 1279-1291.
Kum Ju Chae, Hyemi Choi, Won Gi Jeong, and Jinheum Kim (2022). The Value of the Illness-Death Model for predicting outcomes in patients with non–small cell lung cancer, Cancer Research and Treatment, 54, 996-1004.
Hye Min Cho, Hye Mi Choi, Kyung-Eun Lee, and Nam-Pyo Cho (2021). Gamma-glutamyltransferase and the risk of head and neck cancer mortality, Journal of Oral Pathology and Medicine, 50, 803-811.
Kum Ju Chae, Gong Yong Jin, Jiwoong Choi, Chang Hyun Lee, Sanghun Choi, Hyemi Choi, Jeongjae Park, Ching-Long Lin, and Eric A. Hoffman (2021). Generation-based study of airway remodeling in smokers with normal-looking CT with normalization to control inter-subject variability, European Journal of Radiology, 136, 109657.
Kum J.Chae, Gong Y.Jin, Seok B.Ko, Yi Wang, Hao Zhang, Eun J.Choi, and Hyemi Choi (2020). Deep Learning for the Classification of Small (≤2 cm) Pulmonary Nodules on CT Imaging: A Preliminary Study, Academic Radiology, 27, 55-63.
Hye Min Cho, Dae-Woo Lee, Jeong Jae Park, Hye Mi Choi, and Nam-Pyo Cho (2020). Risk factors of head and neck cancer mortality compared with those of all-cause and all-cancer mortalities, Journal of Oral Science, 62, 365-370.
Eun Jung Choi, Ji Hyun Youk, MD, Hyemi Choi, and Ji Soo Song (2020). Dynamic contrast-enhanced and diffusion-weighted mri of invasive breast cancer for the prediction of sentinel lymph node status, Journal of Magnetic Resonance Imaging, 51, 615-626.
Eun Ha Jeong, Eun Jung Choi, Hyemi Choi, Eun Hae Park and Ji Soo Song (2019). Prediction of axillary lymph node metastasis in early breast cancer using dynamic contrast-enhanced magnetic resonance imaging and diffusion-weighted imaging, Investive Magnetic Resonance Imaging, 23, 125-135.
Ji Soo Song, Eun Jung Choi, Seung Bae Hwang, Hong Pil Hwang and Hyemi Choi (2019). LI-RADS v2014 categorization of hepatocellular carcinoma:Intraindividual comparison between gadopentetate dimeglumine-enhanced MRI and gadoxetic acid-enhanced MRI, European Raiology, 29, 401-410.
Hyemin Cho and Hyemi Choi (2019). Recent statistical trends in medical and dental research, Journal of the Korean Data & Information Science Society, 30, 1341-1349.
Jeong Jae Park and Hyemi Choi (2018). Comparison of Kendall’s tau estimators for bivariate censored data, Journal of the Korean Data & Information Science Society, 29, 513-521.
Hae Jin Yang, Ji Soo Song, Eun Jung Choi, Hyemi Choi, Jae Do Yang, and Woo Sung Moon (2018). Hypovascular hypointense nodules in hepatobiliary phase without T2 hyperintensity: long-term outcomes and added value of DWI in predicting hypervascular transformation, Clinical Imaging, 50, 123-129.
Eun Jung Choi, Hyemi Choi, Eun Hae Park, Ji Soo Song, and Ji Hyun Youk (2018). Evaluation of an automated breast volume scanner according to the fifth edition of BI-RADS for breast ultrasound compared with hand-held ultrasound, European Journal of Radiology, 99, 138-145.
Hyemi Choi, Kyungsoo Han, Kyoungho Choi and Jeongyong Ahn (2016). A fuzzy medical diagnosis based on quantiles of diagnostic measures, Journal of Intelligent & Fuzzy Systems, 31, 3197-3202.
Eun Jung Choi, Hyemi Choi, Sin Ae Choi,Ji Hyun Youk (2016). Dynamic contrast-enhanced breast magnetic resonance imaging for the prediction of early and late recurrences in breast cancer, Medicine, 9, 1-9.
Namgil Lee, Hyemi Choi, and Sung-Ho Kim (2016). Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise, Computational Statistics and Data Analysis, 101, 250-276.
Kum Ju Chae, Gong Yong Jin, Hyun Nyeong Jung, Keun Sang Kwon, Hyemi Choi, Yong Chul Lee, Myoung Ja Chung, and Ho Sung Park (2016). Differentiating Smoking-Related Interstitial Fibrosis (SRIF) from Usual Interstitial Pneumonia (UIP) with Emphysema Using CT Features Based on Pathologically Proven Cases, PLOS One, 11, 1-15.
Hyemi Choi (2015). On Numerical Computation of Pickands Constants, Communications for Statistical Applications and Methods, 22, 277-283.
Hyemi Choi (2015). A Note on the Dependence Conditions for Stationary Normal Sequences, Communications for Statistical Applications and Methods, 22, 647-653.
Yong Seek Kim, Gong Yong Jin, Kum Ju Chae, Young Min Han, Su Bin Chon, Young Sun Lee, Keun Sang Kwon, and Hyemi Choi (2015). Visually stratified CT honeycombing as a survival predictor in combined pulmonary fibrosis and emphysema, British Journal Of Radiology, 88.
Kum Ju Chae, Gong Yong Jin, Young Min Han, Yong Seek Kim, Su Bin Chon, Young Sun Lee, Keun Sang Kwon, Hyemi Choi, and David Lynch (2015). Prevalence and progression of combined pulmonary fibrosis and emphysema in asymptomatic smokers: A case-control study, European Radiology, 25, 2326-2334.
Seungyong Hwang and Hyemi Choi (2014). Threshold Modelling of Spatial Extremes - Summer Rainfall of Korea, The Korean Journal of Applied Statistics, 27, 655-665.
Eun-Young Kim and Hyemi Choi (2013). Nonparametric estimation of conditional quantile with censored data, Journal of the Korean Data and Information Science Society, 24, 211-222.
Hye Mi Choi, Gil Seong Mun, and Jeong Yong Ahn (2012). A Medical Diagnosis based on Interval-valued Fuzzy Sets, Biomedical Engineering-Applications, Basis and Communications, 24, 349-354.
Sang-hyeop Lee, Chanyong Park, Sung Suk Chung and Hyemi Choi (2011). Panel attrition factors in Korean Labor and Income Panel Study, Journal of the Korean Data and Information Science Society, 22, 1-8.
Hyemi Choi, Sang-hyeop Lee, Chanyong Park and Sung Suk Chung (2010). The Use of a Biplot in Studying the Career Maturity of College Freshmen, The Korean Journal of Applied Statistics, 23, 933-941.
Hyemi Choi (2010). Almost sure limit theorem for stationary Gaussian random fields, Journal of the Korean Statistical Society, 39, 449-454.
J.M.P. Albin and Hyemi Choi (2010). A new proof of an old result by Pickands, Electronic Communications in Probability, 15, 339-345.
Choongrak Kim, Minkyung Oh, Seong J. Yang and Hyemi Choi (2010). A local linear estimation of conditional hazard function in censored data, Journal of the Korean Statistical Society, 39, 347-355.
Sung-Ho Kim, Hyemi Choi and Sangjin Lee (2010). Estimate-based goodness-of-fit test for large sparse multinomial distributions, Computational Statistics & Data Analysis, 53, 1122-1131.
H. Choi, Y. K. Lee, B. U. Park and K. S. Yu (2006). Local polynomial quasi-likelihood regression on random fields, Australian & New Zealand Journal of Statistics, 48, 491-506.
Choongrak Kim, Whasoo Bae, Hyemi Choi and Byeong U. Park (2005). Non-parametric hazard function estimation using the Kaplan–Meier estimator, Nonparametric Statistics, 17, 937-948.
Y.K. Lee, H. Choi, B.U. Park and K.S. Yu (2004). Local likelihood density estimation on random fields, Statistics & Probability Letters, 68, 347-357.
Whasoo Bae, Hyemi Choi, Byeong U. Park and Choongrak Kim (2004). Smoothing Techniques for the Bivariate Kaplan–Meier Estimator, Communications in Statistics—Theory and Methods, 34, 1659-1674.
MR Leadbetter, H. Rootzén and H. Choi (2001). On central limit theory for random additive functions under weak dependence restrictions, Lecture Notes–Monograph Series: State of the Art in Probability and Statistics, 36, 464-476.
Representative Publications
Jung Hee Byon, Seungyong Hwang, Hyemi Choi and Eun Jung Choi (2023). Diagnostic Accuracy of Magnetic Resonance Imaging Features and Tumor-to-Nipple Distance for the Nipple-Areolar Complex Involvement of Breast Cancer: A Systematic Review and Meta-Analysis, Korean Journal of Radiology, 24, 739-751.
Namgil Lee, Hyemi Choi, and Sung-Ho Kim (2016). Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise, Computational Statistics and Data Analysis, 101, 250-276.
Hyemi Choi (2010). Almost sure limit theorem for stationary Gaussian random fields, Journal of the Korean Statistical Society, 39, 449-454.
H. Choi, Y. K. Lee, B. U. Park and K. S. Yu (2006). Local polynomial quasi-likelihood regression on random fields, Australian & New Zealand Journal of Statistics, 48, 491-506.
MR Leadbetter, H. Rootzén and H. Choi (2001). On central limit theory for random additive functions under weak dependence restrictions, Lecture Notes–Monograph Series: State of the Art in Probability and Statistics, 36, 464-476.
Namgil Lee, Hyemi Choi, and Sung-Ho Kim (2016). Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise, Computational Statistics and Data Analysis, 101, 250-276.
Hyemi Choi (2010). Almost sure limit theorem for stationary Gaussian random fields, Journal of the Korean Statistical Society, 39, 449-454.
H. Choi, Y. K. Lee, B. U. Park and K. S. Yu (2006). Local polynomial quasi-likelihood regression on random fields, Australian & New Zealand Journal of Statistics, 48, 491-506.
MR Leadbetter, H. Rootzén and H. Choi (2001). On central limit theory for random additive functions under weak dependence restrictions, Lecture Notes–Monograph Series: State of the Art in Probability and Statistics, 36, 464-476.