Tianrun Cai

发表

Automated grouping of medical codes via multiview banded spectral clustering

Tianxi Cai, Zeling He, Yichi Zhang, 2019, J. Biomed. Informatics.

Surrogate-assisted feature extraction for high-throughput phenotyping

Peter Szolovits, Sheng Yu, Tianxi Cai, 2016, J. Am. Medical Informatics Assoc..

High-throughput Phenotyping via Denoised Normal Mixture Transformation

Peter Szolovits, Sheng Yu, Tianxi Cai, 2017, AMIA.

NILE: Fast Natural Language Processing for Electronic Health Records

Sheng Yu, Tianxi Cai, Tianrun Cai, 2013 .

High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP)

Peter Szolovits, Sheng Yu, Jiehuan Sun, 2019, Nature Protocols.

EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research

Frank J. Rybicki, Katherine P. Liao, Tianxi Cai, 2019, BMC Medical Informatics and Decision Making.

Unsupervised Ensemble Learning via Ising Model Approximation with Application to Phenotyping Prediction pdf

Luwan Zhang, Tianrun Cai, T. Cai, 2018, ArXiv.

Enabling phenotypic big data with PheNorm

Peter Szolovits, Sheng Yu, Tianxi Cai, 2018, J. Am. Medical Informatics Assoc..

The Association Between Arthralgia and Vedolizumab Using Natural Language Processing.

Shawn N Murphy, Andrew Cagan, Tianrun Cai, 2018, Inflammatory bowel diseases.

Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms.

Joshua C. Denny, Tianxi Cai, Katherine P. Liao, 2019, Seminars in arthritis and rheumatism.

Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem

Tianxi Cai, Sean Finan, Paul Avillach, 2018, European Journal of Epidemiology.

The residual STL volume as a metric to evaluate accuracy and reproducibility of anatomic models for 3D printing: application in the validation of 3D-printable models of maxillofacial bone from reduced radiation dose CT images

Kurt Schultz, Shadpour Demehri, Frank J. Rybicki, 2015, 3D Printing in Medicine.

Natural Language Processing Technologies in Radiology Research and Clinical Applications.

Dimitrios Mitsouras, Frank J Rybicki, Tianrun Cai, 2016, Radiographics : a review publication of the Radiological Society of North America, Inc.

CT pulmonary angiography-based scoring system to predict the prognosis of acute pulmonary embolism.

Frank J Rybicki, Tianrun Cai, Elizabeth George, 2016, Journal of cardiovascular computed tomography.