| The mathematics of cancer: integrating quantitative models PM Altrock, LL Liu, F Michor Nature Reviews Cancer 15 (12), 730-745, 2015 | 733 | 2015 |
| Immune escape in breast cancer during in situ to invasive carcinoma transition CRG Del Alcazar, SJ Huh, MB Ekram, A Trinh, LL Liu, F Beca, X Zi, ... Cancer Discovery 7 (10), 1098-1115, 2017 | 237 | 2017 |
| In situ single-cell analysis identifies heterogeneity for PIK3CA mutation and HER2 amplification in HER2-positive breast cancer M Janiszewska, L Liu, V Almendro, Y Kuang, C Paweletz, RA Sakr, ... Nature Genetics 47 (10), 1212-1219, 2015 | 192 | 2015 |
| DNA replication timing and higher-order nuclear organization determine single-nucleotide substitution patterns in cancer genomes L Liu, S De, F Michor Nature Communications 4, 1502, 2013 | 133 | 2013 |
| Deep learning computer-aided polyp detection reduces adenoma miss rate: a United States multi-center randomized tandem colonoscopy study (CADeT-CS trial) JRG Brown, NM Mansour, P Wang, MA Chuchuca, SB Minchenberg, ... Clinical Gastroenterology and Hepatology 20 (7), 1499-1507. e4, 2022 | 129 | 2022 |
| Minimax estimation of a functional on a structured high-dimensional model JM Robins, L Li, L Liu, R Mukherjee, E Tchetgen Tchetgen, ... arXiv preprint arXiv:1512.02174, 2023 | 121* | 2023 |
| mTOR and HDAC inhibitors converge on the TXNIP/thioredoxin pathway to cause catastrophic oxidative stress and regression of RAS-driven tumors CF Malone, C Emerson, R Ingraham, W Barbosa, S Guerra, H Yoon, ... Cancer Discovery 7 (12), 1450-1463, 2017 | 99 | 2017 |
| Next-generation sequencing of paired tyrosine kinase inhibitor-sensitive and-resistant EGFR mutant lung cancer cell lines identifies spectrum of DNA changes associated with … P Jia, H Jin, CB Meador, J Xia, K Ohashi, L Liu, V Pirazzoli, KB Dahlman, ... Genome Research 23 (9), 1434-1445, 2013 | 65 | 2013 |
| Phase 1 study of twice weekly pulse dose and daily low-dose erlotinib as initial treatment for patients with EGFR-mutant lung cancers HA Yu, C Sima, D Feldman, LL Liu, B Vaitheesvaran, J Cross, CM Rudin, ... Annals of Oncology 28 (2), 278-284, 2017 | 52 | 2017 |
| Semiparametric efficient empirical higher order influence function estimators L Liu, R Mukherjee, WK Newey, JM Robins arXiv preprint arXiv:1705.07577, 2017 | 49 | 2017 |
| Multi-target QSAR modelling in the analysis and design of HIV-HCV co-inhibitors: an in-silico study Q Liu, H Zhou, L Liu, X Chen, R Zhu, Z Cao BMC Bioinformatics 12 (1), 294, 2011 | 47 | 2011 |
| Nuclear topology modulates the mutational landscapes of cancer genomes KS Smith, LL Liu, S Ganesan, F Michor, S De Nature Structural & Molecular Biology 24 (11), 1000-1006, 2017 | 38 | 2017 |
| An evolutionary approach for identifying driver mutations in colorectal cancer J Foo, LL Liu, K Leder, M Riester, Y Iwasa, C Lengauer, F Michor PLoS Computational Biology 11 (9), e1004350, 2015 | 32 | 2015 |
| On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning L Liu, R Mukherjee, JM Robins Statistical Science 35 (3), 518-539, 2020 | 31 | 2020 |
| Adaptive estimation of nonparametric functionals L Liu, R Mukherjee, JM Robins, ET Tchetgen Journal of Machine Learning Research 22 (99), 1-66, 2021 | 28* | 2021 |
| Dose-dependent mutation rates determine optimum Erlotinib dosing strategies for EGFR mutant non-small cell lung cancer patients LL Liu, F Li, W Pao, F Michor PLoS One 10 (11), e0141665, 2015 | 24 | 2015 |
| Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study H Parikh, K Hoffman, H Sun, SF Zafar, W Ge, J Jing, L Liu, J Sun, A Struck, ... The Lancet Digital Health 5 (8), e495-e502, 2023 | 17 | 2023 |
| Probabilistic modeling of reprogramming to induced pluripotent stem cells LL Liu, J Brumbaugh, O Bar-Nur, Z Smith, M Stadtfeld, A Meissner, ... Cell Reports 17 (12), 3395-3406, 2016 | 15 | 2016 |
| DeepMed: Semiparametric causal mediation analysis with debiased deep learning S Xu, L Liu, Z Liu Advances in Neural Information Processing Systems 35, 28238-28251, 2022 | 13 | 2022 |
| Secuer: Ultrafast, scalable and accurate clustering of single-cell RNA-seq data N Wei, Y Nie, L Liu, X Zheng, HJ Wu PLOS Computational Biology 18 (12), e1010753, 2022 | 11 | 2022 |
