Education / Career
| Article | Kernel-based hierarchical structural component models for pathway analysis on survival phenotype | ||
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| Announcements | Genes & Genomics | Date of publication | 2024-09 |
| Co-researcher | |||
| Article | Association between intraoperative tidal volume and postoperative acute kidney injury in non-cardiac surgical patients using a propensity score-weighted analysis | ||
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| Announcements | Scientific reports | Date of publication | 2024-08 |
| Co-researcher | |||
| Article | Discovery of anticancer targets for triple-negative breast cancer through comparative analysis of gene dependency score | ||
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| Announcements | Biotechnology and Bioprocess Engineering | Date of publication | 2024-08 |
| Co-researcher | |||
| Article | Analysis of host factor networks during hepatitis B virus infection in primary human hepatocytes | ||
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| Announcements | Virology | Date of publication | 2024-08 |
| Co-researcher | |||
| Article | Intrahepatic immunoglobulin a complex induces polarization of cancer-associated fibroblasts to matrix phenotypes in the tumor microenvironment of hepatocellular carcinoma | ||
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| Announcements | Hepatology | Date of publication | 2024-03 |
| Co-researcher | Jong Geun Park, Pu Reun Roh, Min Woo Kang, Sung Woo Cho, Suhyun Hwangbo, Hae Deok Jung, Hyun Uk Kim, Ji Hoon Kim, Jae-Sung Yoo, Ji Won Han, Jeong Won Jnag, Jong Young Choi, Seung Kew Yoon, Young Kyoung You, Ho Joong Choi, Jae Yong Ryu, Pil Soo Sung | ||
| ETC URL | DOI:10.1097/HEP.0000000000000772 | ||
| Article | Conization before radical hysterectomy in patients with early-stage cervical cancer: A Korean multicenter study (COBRA-R) | ||
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| Announcements | Gynecologic oncology | Date of publication | 2023-6 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/37105062/ | ||
| Article | Proteomic Discovery of Plasma Protein Biomarkers and Development of Models Predicting Prognosis of High-Grade Serous Ovarian Carcinoma | ||
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| Announcements | Molecular & cellular proteomics : MCP | Date of publication | 2023-3 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/36669591/ | ||
| Article | Development and Validation of 18F-FDG PET/CT-Based Models for Predicting Successful Complete Cytoreduction During Primary Cytoreductive Surgery for Advanced Ovarian cancer | ||
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| Announcements | Clinical nuclear medicine | Date of publication | 2023-2 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/36607373/ | ||
| Article | Effect of driving pressure-guided positive end-expiratory pressure on postoperative pulmonary complications in patients undergoing laparoscopic or robotic surgery: a randomised controlled trial | ||
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| Announcements | British journal of anaesthesia | Date of publication | 2023-1 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/37679285/ | ||
| Article | Effect of driving pressure-guided positive end-expiratory pressure on postoperative pulmonary complications in patients undergoing laparoscopic or robotic surgery: a randomised controlled trial | ||
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| Announcements | British Journal of Anaesthesia | Date of publication | 2023-09 |
| Co-researcher | Yoon Jung Kim, Bo Rim Kim, Hee Won Kim, Ji-Yoon Jung, Hye-Yeon Cho, Jeoung-Hwa Seo, Won Ho Kim, Hee-Soo Kim, Suhyun Hwangbo, Hyun-Kyu Yoon | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/37679285/ | ||
| ETC URL | 10.1016/j.bja.2023.08.007 | ||
| Article | Conization before radical hysterectomy in patients with early-stage cervical cancer: A Korean multicenter study (COBRA-R) | ||
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| Announcements | Gynecologic Oncology | Date of publication | 2023-04 |
| Co-researcher | Se Ik Kim, So Hyun Nam, Suhyun Hwangbo, Yeorae Kim, Hyun-Woong Cho, Dong Hoon Suh, Jae Yun Song, Jae-Weon Kim, Chel Hun Choi, Dae-Yeon Kim, Maria Lee | ||
| ETC URL | https://doi.org/10.1016/j.ygyno.2023.04.015 | ||
| Article | Development and Validation of 18F-FDG PET/CT-Based Models for Predicting Successful Complete Cytoreduction During Primary Cytoreductive Surgery for Advanced Ovarian cancer | ||
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| Announcements | Clinical Nuclear Medicine | Date of publication | 2023-02 |
| Co-researcher | Kim, Junhwan; Gil, Joonhyung; Kim, Se Ik; Hwangbo, Suhyun; Noh, Joseph J.; Lee, Jeong-Won; Cheon, Gi Jeong; Kim, Jae-Weon; Cho, Young Seok; Lee, Maria | ||
| ETC URL | https://journals.lww.com/nuclearmed/Fulltext/9900/Development_and_Validation_of_18F_FDG_PET_CT_Based.286.aspx | ||
| Article | Proteomic discovery of plasma protein biomarkers and development of models predicting prognosis of high-grade serous ovarian carcinoma | ||
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| Announcements | Molecular & Cellular Proteomics | Date of publication | 2023-01 |
| Co-researcher | Se Ik Kim, Suhyun Hwangbo, Kisoon Dan, Hee Seung Kim, Hyun Hoon Chung, Jae-Weon Kim, Noh Hyun Park, Yong-Sang Song, Dohyun Han, Maria Lee | ||
| ETC URL | https://doi.org/10.1016/j.mcpro.2023.100502 | ||
| Article | Clinicopathologic and protein markers distinguishing the "polymerase epsilon exonuclease" from the "copy number low" subtype of endometrial cancer | ||
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| Announcements | Journal of Gynecologic Oncology | Date of publication | 2022-5 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/35128857/ | ||
| Article | Kernel-based hierarchical structural component models for pathway analysis | ||
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| Announcements | BIOINFORMATICS | Date of publication | 2022-5 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/35460238/ | ||
| Article | Nonalcoholic fatty liver disease and early prediction of gestational diabetes mellitus using machine learning methods | ||
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| Announcements | Clinical and Molecular Hepatology | Date of publication | 2022-5 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/34649307/ | ||
| Article | Machine learning models to predict the maximum severity of COVID-19 based on initial hospitalization record | ||
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| Announcements | Frontiers in Public Health | Date of publication | 2022-11 |
| Co-researcher | Suhyun Hwangbo, Yoonjung Kim, Chanhee Lee, Seungyeoun Lee, Bumjo Oh, Min Kyong Moon, Shin-Woo Kim, Taesung Park | ||
| ETC URL | https://doi.org/10.3389/fpubh.2022.1007205 | ||
| Article | Machine learning models to predict the maximum severity of COVID-19 based on initial hospitalization record | ||
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| Announcements | Frontiers in Public Health | Date of publication | 2022-1 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/36518574/ | ||
| Article | Kernel-based hierarchical structural component models for pathway analysis | ||
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| Announcements | Bioinformatics | Date of publication | 2022-04 |
| Co-researcher | Suhyun Hwangbo, Sungyoung Lee, Seungyeoun Lee, Heungsun Hwang, Inyoung Kim, Taesung Park | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/35460238/ | ||
| ETC URL | https://doi.org/10.1093/bioinformatics/btac276 | ||
| Article | Clinicopathologic and protein markers distinguishing the ‘polymerase epsilon exonuclease’ from the ‘copy number low’ subtype of endometrial cancer | ||
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| Announcements | Journal of Gynecologic Oncology | Date of publication | 2022-01 |
| Co-researcher | Kidong Kim*, Suhyun Hwangbo*, Hyojin Kim, Yong Beom Kim, Jae Hong No, Dong Hoon Suh, Taesung Park | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/35128857/ | ||
| ETC URL | 10.3802/jgo.2022.33.e27 | ||
| Article | Nonalcoholic fatty liver disease and early prediction of gestational diabetes using machine learning methods | ||
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| Announcements | Clinical and Molecular Hepatology | Date of publication | 2022-01 |
| Co-researcher | Seung Mi Lee*, Suhyun Hwangbo*, Errol R Norwitz, Ja Nam Koo, Ig Hwan Oh, Eun Saem Choi, Young Mi Jung, Sun Min Kim, Byoung Jae Kim, Sang Youn Kim, Gyoung Min Kim, Won Kim, Sae Kyung Joo, Sue Shin, Chan-Wook Park, Taesung Park, Joong Shin Park | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/34649307/ | ||
| ETC URL | 10.3350/cmh.2021.0174 | ||
| Article | Development of machine learning models to predict platinum sensitivity of high-grade serous ovarian carcinoma. | ||
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| Announcements | CANCERS | Date of publication | 2021-4 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33919797/ | ||
| Article | Prediction models for the clinical severity of patients with covid-19 in korea: retrospective multicenter cohort study. | ||
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| Announcements | JOURNAL OF MEDICAL INTERNET RESEARCH | Date of publication | 2021-4 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33822738/ | ||
| Article | Comparisons of survival outcomes between bevacizumab and olaparib in BRCA-mutated, platinum-sensitive relapsed ovarian cancer: a Korean Gynecologic Oncology Group study (KGOG 3052) | ||
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| Announcements | Journal of Gynecologic Oncology | Date of publication | 2021-11 |
| Co-researcher | Se Ik Kim, Jeong-Won Lee, Kidong Kim, Maria Lee, Jigeun Yoo, Min Chul Choi, Suhyun Hwangbo, Young Hwa Kwak, Jong-Min Lee, So-Jin Shin, Seung-Hyuk Shim, Min Kyu Kim | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/34431258/ | ||
| ETC URL | 10.3802/jgo.2021.32.e90 | ||
| Article | Clinical characteristics and outcomes of covid-19 cohort patients in daegu metropolitan city outbreak in 2020. | ||
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| Announcements | JOURNAL OF KOREAN MEDICAL SCIENCE | Date of publication | 2021-1 |
| Co-researcher | |||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33398946/ | ||
| Article | Prediction models for clinical severity of COVID-19 patients using multi-center clinical data in Korea. | ||
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| Announcements | Journal of Medical Internet Research | Date of publication | 2021-04 |
| Co-researcher | Oh B*, Hwangbo S*, Jung T, Min K, Lee C, Apio C, Lee H, Lee S, Moon MK, Kim SW, Park T | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33822738/ | ||
| ETC URL | 10.2196/25852 | ||
| Article | Development of Machine Learning Models to Predict Platinum Sensitivity of High-Grade Serous Ovarian Carcinoma | ||
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| Announcements | Cancers | Date of publication | 2021-04 |
| Co-researcher | Suhyun Hwangbo, Se Ik Kim, Ju-Hyun Kim, Kyung Jin Eoh, Chanhee Lee, Young Tae Kim, Dae-Shik Suh, Taesung Park, Yong Sang Song | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33919797/ | ||
| ETC URL | 10.3390/cancers13081875 | ||
| Article | Clinical Characteristics and Outcomes of COVID-19 Cohort Patients in Daegu Metropolitan City Outbreak in 2020. | ||
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| Announcements | Journal of Korean Medical Science | Date of publication | 2021-01 |
| Co-researcher | Shin-Woo Kim, Seung-Mee Kim, Yu Kyung Kim, Jong-yeon Kim, Yu-Mi Lee, Bong-Ok Kim, Suhyun Hwangbo, Taesung Park | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/33398946/ | ||
| ETC URL | 10.3346/jkms.2021.36.e12 | ||
| Article | Systematic investigation of hyperparameters on performance of deep neural networks: application to ovarian cancer phenotypes. | ||
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| Announcements | International Journal of Data Mining and Bioinformatics | Date of publication | 2020-08 |
| Co-researcher | Suhyun Hwangbo, Se Ik Kim, Untack Cho, Dae-Shik Suh, Yong-Sang Song and Taesung Park | ||
| ETC URL | https://www.inderscienceonline.com/doi/abs/10.1504/IJDMB.2020.109499 | ||
| Article | Development of Web-Based Nomograms to Predict Treatment Response and Prognosis of Epithelial Ovarian Cancer | ||
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| Announcements | Cancer Research and Treatment | Date of publication | 2019-07 |
| Co-researcher | Se Ik Kim, Minsun Song, Suhyun Hwangbo, Sungyoung Lee, Untack Cho, Ju-Hyun Kim, Maria Lee, Hee Seung Kim, Hyun Hoon Chung, Dae-Shik Suh, Taesung Park, and Yong-Sang Song | ||
| Pubmed URL | https://www.ncbi.nlm.nih.gov/pubmed/30453728/ | ||
| ETC URL | 10.4143/crt.2018.508 | ||
| Article | Association test for rare variants using the hamming distance | ||
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| Announcements | International Journal of Data Mining and Bioinformatics | Date of publication | 2019-03 |
| Co-researcher | Suhyun Hwangbo, Jin-Young Jang, Bermseok Oh, Atsuko Imai-Okazaki, Jurg Ott and Taesung Park | ||
| ETC URL | https://www.inderscienceonline.com/doi/abs/10.1504/IJDMB.2018.098938 | ||