David C. Christiani

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Kernel Learning

Nearest Neighbor

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Yuming Sun, Jian Kang, Chinmay Haridas, Nicholas R. Mayne, Alexandra L. Potter, Chi-Fu Jeffrey Yang, David C. Christiani, Yi Li
Penalized Deep Partially Linear Cox Models with Application to CT Scans of Lung Cancer Patients. CoRR (2023)
Chuan Hong, Liang Liang, Qianyu Yuan, Kelly Cho, Katherine P. Liao, Michael J. Pencina, David C. Christiani, Tianxi Cai
Semi-supervised calibration of noisy event risk (SCANER) with electronic health records. J. Biomed. Informatics 144 (2023)
Albert Rosenberger, Viola Tozzi, Heike Bickeböller, Rayjean J. Hung, David C. Christiani, Neil E. Caporaso, Geoffrey Liu, Stig E. Bojesen, Loic Le Marchand, Demetrios Albanes, Melinda C. Aldrich, Adonina Tardon, Guillermo Fernández-Tardón, Gad Rennert, John K. Field, Mike Davies, Triantafillos Liloglou, Lambertus A. Kiemeney, Philip Lazarus, Aage Haugen, Shanbeh Zienolddiny, Stephen Lam, Matthew B. Schabath, Angeline S. Andrew, Eric J. Duell, Susanne M. Arnold, Hans Brunnström, Olle Melander, Gary E. Goodman, Chu Chen, Jennifer A. Doherty, Marion Dawn Teare, Angela Cox, Penella J. Woll, Angela Risch, Thomas R. Muley, Mikael Johansson, Paul Brennan, Maria Teresa Landi, Sanjay Shete, Christopher I. Amos
Iam hiQ - a novel pair of accuracy indices for imputed genotypes. BMC Bioinform. 23 (1) (2022)
Feng Bao, Yue Deng, Mulong Du, Zhiquan Ren, Sen Wan, Kenny Ye Liang, Shaohua Liu, Bo Wang, Junyi Xin, Feng Chen, David C. Christiani, Meilin Wang, Qionghai Dai
Explaining the Genetic Causality for Complex Phenotype via Deep Association Kernel Learning. Patterns 1 (6) (2020)
Hossein Yazdani, Leo L. Cheng, David C. Christiani, Azam Yazdani
Bounded Fuzzy Possibilistic Method Reveals Information about Lung Cancer through Analysis of Metabolomics. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Jiajin Chen, Ruyang Zhang, Xuesi Dong, Lijuan Lin, Ying Zhu, Jieyu He, David C. Christiani, Yongyue Wei, Feng Chen
shinyBN: an online application for interactive Bayesian network inference and visualization. BMC Bioinform. 20 (1) (2019)
Xuesi Dong, Lijuan Lin, Ruyang Zhang, Yang Zhao, David C. Christiani, Yongyue Wei, Feng Chen
TOBMI: trans-omics block missing data imputation using a k-nearest neighbor weighted approach. Bioinform. 35 (8) (2019)
Eugene Andres Houseman, Molly L. Kile, David C. Christiani, Tan A. Ince, Karl T. Kelsey, Carmen J. Marsit
Reference-free deconvolution of DNA methylation data and mediation by cell composition effects. BMC Bioinform. 17 (2016)