An empirical evaluation of sampling methods for the classification of imbalanced data von Kim, Misuk, Hwang, Kyu-Baek

Volltext

Comparative analysis of whole-genome sequencing pipelines to minimize false negative findings von Hwang, Kyu-Baek, Lee, In-Hee, Li, Honglan, Won, Dhong-Geon, Hernandez-Ferrer, Carles, Negron, Jose Alberto, Kong, Sek Won

Volltext

Proteogenomic Characterization of Human Early-Onset Gastric Cancer von Mun, Dong-Gi, Bhin, Jinhyuk, Kim, Sangok, Kim, Hyunwoo, Jung, Jae Hun, Jung, Yeonjoo, Jang, Ye Eun, Park, Jong Moon, Kim, Hokeun, Jung, Yeonhwa, Lee, Hangyeore, Bae, Jingi, Back, Seunghoon, Kim, Su-Jin, Kim, Jieun, Park, Heejin, Li, Honglan, Hwang, Kyu-Baek, Park, Young Soo, Yook, Jeong Hwan, Kim, Byung Sik, Kwon, Sun Young, Ryu, Seung Wan, Park, Do Youn, Jeon, Tae Yong, Kim, Dae Hwan, Lee, Jae-Hyuck, Han, Sang-Uk, Song, Kyu Sang, Park, Dongmin, Park, Jun Won, Rodriguez, Henry, Kim, Jaesang, Lee, Hookeun, Kim, Kwang Pyo, Yang, Eun Gyeong, Kim, Hark Kyun, Paek, Eunok, Lee, Sanghyuk, Lee, Sang-Won, Hwang, Daehee

Volltext

Gene-specific machine learning for pathogenicity prediction of rare BRCA1 and BRCA2 missense variants von Kang, Moonjong, Kim, Seonhwa, Lee, Da-Bin, Hong, Changbum, Hwang, Kyu-Baek

Volltext

Evaluating the effect of database inflation in proteogenomic search on sensitive and reliable peptide identification von Li, Honglan, Joh, Yoon Sung, Kim, Hyunwoo, Paek, Eunok, Lee, Sang-Won, Hwang, Kyu-Baek

Volltext

I148M variant in PNPLA3 reduces central adiposity and metabolic disease risks while increasing nonalcoholic fatty liver disease von Park, Jin-Ho, Cho, BeLong, Kwon, Hyuktae, Prilutsky, Daria, Yun, Jae Moon, Choi, Ho Chun, Hwang, Kyu-Baek, Lee, In-Hee, Kim, Jong-Il, Kong, Sek Won

Volltext

Discovery of microRNA-mRNA modules via population-based probabilistic learning von Joung, Je-Gun, Hwang, Kyu-Baek, Nam, Jin-Wu, Kim, Soo-Jin, Zhang, Byoung-Tak

Volltext

Prioritizing Disease-Linked Variants, Genes, and Pathways with an Interactive Whole-Genome Analysis Pipeline von Lee, In-Hee, Lee, Kyungjoon, Hsing, Michael, Choe, Yongjoon, Park, Jin-Ho, Kim, Shu Hee, Bohn, Justin M., Neu, Matthew B., Hwang, Kyu-Baek, Green, Robert C., Kohane, Isaac S., Kong, Sek Won

Volltext

Systemic analysis of heat shock response induced by heat shock and a proteasome inhibitor MG132 von Kim, Hee-Jung, Joo, Hye Joon, Kim, Yung Hee, Ahn, Soyeon, Chang, Jun, Hwang, Kyu-Baek, Lee, Dong-Hee, Lee, Kong-Joo

Volltext

Estimating Influence of Cofragmentation on Peptide Quantification and Identification in iTRAQ Experiments by Simulating Multiplexed Spectra von Li, Honglan, Hwang, Kyu-Baek, Mun, Dong-Gi, Kim, Hokeun, Lee, Hangyeore, Lee, Sang-Won, Paek, Eunok

Volltext

Reducing False-Positive Incidental Findings with Ensemble Genotyping and Logistic Regression Based Variant Filtering Methods von Hwang, Kyu-Baek, Lee, In-Hee, Park, Jin-Ho, Hambuch, Tina, Choe, Yongjoon, Kim, MinHyeok, Lee, Kyungjoon, Song, Taemin, Neu, Matthew B., Gupta, Neha, Kohane, Isaac S., Green, Robert C., Kong, Sek Won

Volltext

TIDD: tool-independent and data-dependent machine learning for peptide identification von Li, Honglan, Na, Seungjin, Hwang, Kyu-Baek, Paek, Eunok

Volltext

An Efficient Search Algorithm for Finding Genomic-Range Overlaps Based on the Maximum Range Length von Seok, Ho-Sik, Song, Taemin, Kong, Sek Won, Hwang, Kyu-Baek

Volltext

Feature Relevance Network-Based Transfer Learning for Indoor Location Estimation von SEOK, Ho-Sik, HWANG, Kyu-Baek, ZHANG, Byoung-Tak

Volltext

Systematic Comparison of False-Discovery-Rate-Controlling Strategies for Proteogenomic Search Using Spike-in Experiments von Li, Honglan, Park, Jonghun, Kim, Hyunwoo, Hwang, Kyu-Baek, Paek, Eunok

Volltext

Partial AUC maximization for essential gene prediction using genetic algorithms von Hwang, K.B., Soongsil University, Seoul, Republic of Korea, Ha, B.Y., Soongsil University, Seoul, Republic of Korea, Ju, S.H., Soongsil University, Seoul, Republic of Korea, Kim, S.S., Soongsil University, Seoul, Republic of Korea

Volltext

Combining gene expression data from different generations of oligonucleotide arrays von Hwang, Kyu-Baek, Kong, Sek Won, Greenberg, Steve A, Park, Peter J

Volltext

Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets von Hwang, Kyu-Baek, Zhang, Byoung-Tak

Volltext

Predicting High Blood Pressure Using DNA Methylome-Based Machine Learning Models von Nguyen, Thi Mai, Le, Hoang Long, Hwang, Kyu-Baek, Hong, Yun-Chul, Kim, Jin Hee

Volltext

CFMDS: CUDA-based fast multidimensional scaling for genome-scale data von Park, Sungin, Shin, Soo-Yong, Hwang, Kyu-Baek

Volltext