Tianxi Cai

21.4k total citations · 2 hit papers
302 papers, 12.0k citations indexed

About

Tianxi Cai is a scholar working on Statistics and Probability, Genetics and Molecular Biology. According to data from OpenAlex, Tianxi Cai has authored 302 papers receiving a total of 12.0k indexed citations (citations by other indexed papers that have themselves been cited), including 109 papers in Statistics and Probability, 59 papers in Genetics and 52 papers in Molecular Biology. Recurrent topics in Tianxi Cai's work include Statistical Methods and Inference (80 papers), Advanced Causal Inference Techniques (53 papers) and Statistical Methods in Clinical Trials (48 papers). Tianxi Cai is often cited by papers focused on Statistical Methods and Inference (80 papers), Advanced Causal Inference Techniques (53 papers) and Statistical Methods in Clinical Trials (48 papers). Tianxi Cai collaborates with scholars based in United States, China and Canada. Tianxi Cai's co-authors include L. J. Wei, Lü Tian, Hajime Uno, Xihong Lin, Isaac S. Kohane, Michael C. Wu, Seunggeun Lee, Yun Li, Michael Boehnke and Vivian S. Gainer and has published in prestigious journals such as Science, Nature Communications and Journal of the American Statistical Association.

In The Last Decade

Tianxi Cai

286 papers receiving 11.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test

2011 1.5k citations Tianxi Cai et al. profile →
On the C‐statistics for evaluating overall adequacy of risk prediction procedures with censored survival data

2011 978 citations Tianxi Cai et al. Statistics in Medicine profile →

Peers

Countries citing papers authored by Tianxi Cai

Since Specialization

Citations

This map shows the geographic impact of Tianxi Cai's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Tianxi Cai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tianxi Cai more than expected).

Fields of papers citing papers by Tianxi Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tianxi Cai. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Tianxi Cai. The network helps show where Tianxi Cai may publish in the future.

Co-authorship network of co-authors of Tianxi Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Tianxi Cai. A scholar is included among the top collaborators of Tianxi Cai based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tianxi Cai. Tianxi Cai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Assessing heterogeneity in surrogacy using censored data 2024 ·Statistics in Medicine ·Layla Parast, Lü Tian, Tianxi Cai	3
2	Multisource representation learning for pediatric knowledge extraction from electronic health records 2024 ·npj Digital Medicine ·(unknown), Xiaoou Li, (unknown), Alon Geva, (unknown), (unknown), Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Xin Xiong, Kenneth D. Mandl, Tianxi Cai	0
3	Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records 2024 ·Journal of Biomedical Informatics ·(unknown), Jun Wen, Yihan Zhao, Clara-Lea Bonzel, Víctor M. Castro, Yucong Lin, (unknown), Jue Hou, Tianxi Cai	1
4	Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase 2023 ·Journal of the American Medical Informatics Association ·Jacqueline Honerlaw, Yuk‐Lam Ho, (unknown), (unknown), (unknown), Michael T. Murray, (unknown), Ashley Galloway, Andrew J. Zimolzak, Stacey B. Whitbourne, Juan P. Casas, Rachel Ramoni, David Gagnon, Tianxi Cai, Katherine P. Liao, J. Michael Gaziano, Sumitra Muralidhar, Kelly Cho	7
5	Can earlier biomarker measurements explain a treatment effect on diabetes incidence? A robust comparison of five surrogate markers 2023 ·BMJ Open Diabetes Research & Care ·Layla Parast, Lü Tian, Tianxi Cai, Latha Palaniappan	2
6	Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies 2023 ·Journal of Medical Internet Research ·Jue Hou, (unknown), Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, (unknown), (unknown), Brett K. Beaulieu‐Jones, Griffin M. Weber, Thomas Jemielita, (unknown), Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai‐Li Liaw, Katherine P. Liao, Tianxi Cai	8
7	ATLAS: an automated association test using probabilistically linked health records with application to genetic studies 2021 ·Journal of the American Medical Informatics Association ·Harrison G. Zhang, Boris P. Hejblum, Griffin M. Weber, Nathan Palmer, Susanne Churchill, Peter Szolovits, Shawn N. Murphy, Katherine P. Liao, Isaac S. Kohane, Tianxi Cai	0
8	Temporal bias in case-control design: preventing reliable predictions of the future 2021 ·Nature Communications ·William Yuan, Brett K. Beaulieu‐Jones, Kun‐Hsing Yu, Scott Lipnick, Nathan Palmer, Joseph Loscalzo, Tianxi Cai, Isaac S. Kohane	41
9	Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism 2021 ·Journal of Digital Imaging ·Leonid Chepelev, Xuan Wang, Benjamin D. Gold, Clara-Lea Bonzel, Frank J. Rybicki, Jennifer W. Uyeda, Adnan Sheikh, (unknown), (unknown), (unknown), Dimitrios Mitsouras, Mary C. Mahoney, Tianxi Cai	11
10	Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study 2021 ·Journal of Stroke and Cerebrovascular Diseases ·Jian Zhang, Anil Can, Pui Man Rosalind Lai, Srinivasan Mukundan, Víctor M. Castro, Dmitriy Dligach, Sean Finan, Vivian S. Gainer, Nancy A. Shadick, Guergana Savova, Shawn N. Murphy, Tianxi Cai, Scott T. Weiss, Rose Du	2
11	sureLDA: A multidisease automated phenotyping method for the electronic health record 2020 ·Journal of the American Medical Informatics Association ·Yuri Ahuja, (unknown), Zhe He, Jiehuan Sun, Víctor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai	18
12	Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation 2020 ·Neural Information Processing Systems ·(unknown), Junwei Lu, Leo Anthony Celi, Tianxi Cai, Peter Szolovits	1
13	Automated grouping of medical codes via multiview banded spectral clustering 2019 ·Journal of Biomedical Informatics ·(unknown), Yichi Zhang, Tianrun Cai, Yuri Ahuja, Zhe He, Yuk‐Lam Ho, Andrew L. Beam, Kelly Cho, Robert J. Carroll, Joshua C. Denny, Isaac S. Kohane, Katherine P. Liao, Tianxi Cai	5
14	Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women 2018 ·PLoS ONE ·Qiu‐Yue Zhong, Bizu Gelaye, Jordan W. Smoller, Paul Avillach, Tianxi Cai, Michelle A. Williams	24
15	Common Genetic Variants Influence Circulating Vitamin D Levels in Inflammatory Bowel Diseases 2015 ·Inflammatory Bowel Diseases ·Ashwin N. Ananthakrishnan, Andrew Cagan, Tianxi Cai, Vivian S. Gainer, Stanley Y. Shaw, Susanne Churchill, Elizabeth W. Karlson, Shawn N. Murphy, Isaac S. Kohane, Katherine P. Liao, Ramnik J. Xavier	27
16	Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease 2014 ·DSpace@MIT (Massachusetts Institute of Technology) ·Ashwin N. Ananthakrishnan, Andrew Cagan, Vivian S. Gainer, Su–Chun Cheng, Tianxi Cai, Peter Szolovits, Stanley Y. Shaw, Susanne Churchill, Elizabeth W. Karlson, Shawn N. Murphy, Isaac S. Kohane, Katherine P. Liao	1
17	The association between low density lipoprotein (LDL) and RA genetic factors with LDL levels in rheumatoid arthritis and non-RA controls 2013 ·PubMed Central ·Katherine P. Liao, Dorothée Diogo, Jing Cui, Tianxi Cai, Yukinori Okada, Vivian S. Gainer, Shawn N. Murphy, Namrata Gupta, Daniel B. Mirel, Ashwin N. Ananthakrishnan, Peter Szolovits, Stanley Y. Shaw, Soumya Raychaudhuri, Susanne Churchill, Isaac S. Kohane, Elizabeth W. Karlson, Robert M. Plenge	21
18	Normalization of Plasma 25-Hydroxy Vitamin D Is Associated with Reduced Risk of Surgery in Crohn’s Disease 2013 ·Inflammatory Bowel Diseases ·Ashwin N. Ananthakrishnan, Andrew Cagan, Vivian S. Gainer, Tianxi Cai, Su-Chun Cheng, Guergana Savova, Pei Chen, Peter Szolovits, Zongqi Xia, Philip L. De Jager, Stanley Y. Shaw, Susanne Churchill, Elizabeth W. Karlson, Isaac S. Kohane, Robert M. Plenge, Shawn N. Murphy, Katherine P. Liao	168
19	Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease 2013 ·DSpace@MIT (Massachusetts Institute of Technology) ·Ashwin N. Ananthakrishnan, Vivian S. Gainer, Raul Guzman Perez, Tianxi Cai, (unknown), Guergana Savova, (unknown), Peter Szolovits, Zongqi Xia, Philip L. De Jager, Stanley Y. Shaw, Susanne Churchill, Elizabeth W. Karlson, Isaac S. Kohane, Roy H. Perlis, Robert M. Plenge, Shawn N. Murphy, Katherine P. Liao	1
20	Iodinated Contrast Opacification Gradients in Normal Coronary Arteries Imaged With Prospectively ECG-Gated Single Heart Beat 320-Detector Row Computed Tomography 2009 ·Circulation Cardiovascular Imaging ·Michael L. Steigner, Dimitrios Mitsouras, Amanda G. Whitmore, Hansel J. Otero, Chunliang Wang, Orla Buckley, Noah A. Levit, (unknown), Tianxi Cai, Richard T. Mather, Örjan Smedby, Marcelo F. DiCarli, Frank J. Rybicki	119

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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