Publications

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Pattern Recognition, Automated
Pang, Herbert, Stephen L. George, Ken Hui, and Tiejun Tong. "Gene selection using iterative feature elimination random forests for survival outcomes." IEEE/ACM Trans Comput Biol Bioinform 9, no. 5 (2012): 1422-31.
Polymorphism, Single Nucleotide
Pang, Herbert, Michael Hauser, and Stéphane Minvielle. "Pathway-based identification of SNPs predictive of survival." Eur J Hum Genet 19, no. 6 (2011): 704-9.
Predictive Value of Tests
Pang, Herbert, Michael Hauser, and Stéphane Minvielle. "Pathway-based identification of SNPs predictive of survival." Eur J Hum Genet 19, no. 6 (2011): 704-9.
Probability
Yuan, Jiacheng, Herbert Pang, Tiejun Tong, Dong Xi, Wenzhao Guo, and Peter Mesenbrink. "Seamless Phase IIa/IIb and enhanced dose-finding adaptive design." J Biopharm Stat 26, no. 5 (2016): 912-23.
Prognosis
Pang, Herbert, and Xiaofei Wang. "Statistical aspect of translational and correlative studies in clinical trials." Chin Clin Oncol 5, no. 1 (2016): 11.
Cao, Xiaowen, Apar Kishor Ganti, Thomas Stinchcombe, Melisa L. Wong, James C. Ho, Chen Shen, Yingzhou Liu, Jeffery Crawford, Herbert Pang, and Xiaofei Wang. "Predicting risk of chemotherapy-induced severe neutropenia: A pooled analysis in individual patients data with advanced lung cancer." Lung Cancer 141 (2020): 14-20.
Wang, Xiaofei, Lin Gu, Ying Zhang, Daniel J. Sargent, William Richards, Apar Kishor Ganti, Jeffery Crawford, Harvey Jay Cohen, Thomas Stinchcombe, Everett Vokes et al. "Validation of survival prognostic models for non-small-cell lung cancer in stage- and age-specific groups." Lung Cancer 90, no. 2 (2015): 281-7.
Ganti, Apar Kishor, Xiaofei Wang, Thomas E. Stinchcombe, Yinpeng Wang, Jeffrey Bradley, Harvey J. Cohen, Karen Kelly, Rebecca Paulus, Suresh S. Ramalingam, Everett E. Vokes et al. "Clinical prognostic model for older patients with advanced non-small cell lung cancer." J Geriatr Oncol 10, no. 4 (2019): 555-559.
Proportional Hazards Models
Pang, Herbert, and Sin-Ho Jung. "Sample size considerations of prediction-validation methods in high-dimensional data for survival outcomes." Genet Epidemiol 37, no. 3 (2013): 276-82.
Ganti, Apar Kishor, Xiaofei Wang, Thomas E. Stinchcombe, Yinpeng Wang, Jeffrey Bradley, Harvey J. Cohen, Karen Kelly, Rebecca Paulus, Suresh S. Ramalingam, Everett E. Vokes et al. "Clinical prognostic model for older patients with advanced non-small cell lung cancer." J Geriatr Oncol 10, no. 4 (2019): 555-559.
Protein Array Analysis
Pang, Herbert, Keita Ebisu, Emi Watanabe, Laura Y. Sue, and Tiejun Tong. "Analysing breast cancer microarrays from African Americans using shrinkage-based discriminant analysis." Hum Genomics 5, no. 1 (2010): 5-16.