T
Tianrun Cai
Researcher at Brigham and Women's Hospital
Publications - 47
Citations - 1393
Tianrun Cai is an academic researcher from Brigham and Women's Hospital. The author has contributed to research in topics: Medicine & Computer science. The author has an hindex of 12, co-authored 34 publications receiving 880 citations. Previous affiliations of Tianrun Cai include Harvard University & Veterans Health Administration.
Papers
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Journal ArticleDOI
Medical 3D Printing for the Radiologist
Dimitris Mitsouras,Peter Liacouras,Amir Imanzadeh,Andreas A. Giannopoulos,Tianrun Cai,Kanako K. Kumamaru,Elizabeth George,Nicole Wake,Edward J. Caterson,Bohdan Pomahac,Vincent B. Ho,Gerald T. Grant,Frank J. Rybicki +12 more
TL;DR: 3D printing from images generated and interpreted by radiologists presents particular challenges, including training, materials and equipment, and guidelines, and the overall costs of a 3D printing laboratory must be balanced by the clinical benefits.
Journal ArticleDOI
Natural Language Processing Technologies in Radiology Research and Clinical Applications.
Tianrun Cai,Andreas A. Giannopoulos,Sheng Yu,Tatiana Kelil,Beth Ripley,Kanako K. Kumamaru,Frank J. Rybicki,Dimitrios Mitsouras +7 more
TL;DR: The authors review the fundamentals of NLP and describe various techniques that constitute NLP in radiology, along with some key applications, to effectively "mine" these large datasets for hypothesis testing.
Journal ArticleDOI
Enabling phenotypic big data with PheNorm
Sheng Yu,Yumeng Ma,Jessica L. Gronsbell,Tianrun Cai,Ashwin N. Ananthakrishnan,Vivian S. Gainer,Susanne Churchill,Peter Szolovits,Shawn N. Murphy,Shawn N. Murphy,Isaac S. Kohane,Katherine P. Liao,Tianxi Cai +12 more
TL;DR: PheNorm fully automates the generation of accurate phenotyping algorithms and demonstrates the capacity for EHR-driven annotations to scale to the next level - phenotypic big data.
Journal ArticleDOI
High-Throughput Phenotyping With Electronic Medical Record Data Using a Common Semi-Supervised Approach (PheCAP)
Yichi Zhang,Tianrun Cai,Sheng Yu,Kelly Cho,Kelly Cho,Chuan Hong,Jiehuan Sun,Jie Huang,Yuk-Lam Ho,Ashwin N. Ananthakrishnan,Zongqi Xia,Stanley Y. Shaw,Vivian S. Gainer,Victor M. Castro,Nicholas Link,Jacqueline Honerlaw,Sicong Huang,David R. Gagnon,David R. Gagnon,Elizabeth W. Karlson,Robert M. Plenge,Peter Szolovits,Guergana Savova,Susanne Churchill,Christopher J. O'Donnell,Shawn N. Murphy,Shawn N. Murphy,J. Michael Gaziano,J. Michael Gaziano,Isaac S. Kohane,Tianxi Cai,Katherine P. Liao,Katherine P. Liao,Katherine P. Liao +33 more
TL;DR: PheCAP takes structured data and narrative notes from electronic medical records and enables patients with a particular clinical phenotype to be identified, and includes a phenotype algorithm, the probability of the phenotype for all patients, and a phenotype classification.
Journal ArticleDOI
Association of interleukin 6 receptor variant with cardiovascular disease effects of interleukin 6 receptor blocking therapy: A phenome - Wide association study
Tianxi Cai,Tianxi Cai,Yichi Zhang,Yichi Zhang,Yuk Lam Ho,Nicholas Link,Jiehuan Sun,Jiehuan Sun,Jie Huang,Jie Huang,Tianrun Cai,Tianrun Cai,Scott M. Damrauer,Yuri Ahuja,Jacqueline Honerlaw,Lauren Costa,Petra Schubert,Chuan Hong,David R. Gagnon,David R. Gagnon,Yan V. Sun,Yan V. Sun,J. Michael Gaziano,J. Michael Gaziano,Peter W.F. Wilson,Kelly Cho,Kelly Cho,Kelly Cho,Philip S. Tsao,Philip S. Tsao,Christopher J. O'Donnell,Christopher J. O'Donnell,Christopher J. O'Donnell,Katherine P. Liao,Katherine P. Liao,Michael Gaziano,Rachel Ramoni,Jim Breeling,Kyong-Mi Chang,Grant D. Huang,Sumitra Muralidhar,Philip S. Tsao,Jennifer Moser,Stacey B. Whitbourne,Jessica V. Brewer,Jessica V. Brewer,John Concato,Stuart R. Warren,Dean P. Argyres,Brady Stephens,Mary Brophy,Donald E. Humphries,Nhan Do,Shahpoor Shayan,Xuan-Mai T. Nguyen,Saiju Pyarajan,Elizabeth R. Hauser,Hongyu Zhao,Rachel McArdle,Louis J. Dell’Italia,John B. Harley,Jeff Whittle,Jean C. Beckham,John M. Wells,Salvador Gutierrez,Gretchen Gibson,Laurence Kaminsky,Gerardo Villareal,Junzhe Xu,Mark B. Hamner,Kathlyn Sue Haddock,Sujata Bhushan,Pran Iruvanti,Michael Godschalk,Zuhair Ballas,Malcolm Buford,Stephen Mastorides,Jon B. Klein,Nora R. Ratcliffe,Hermes Florez,Alan Swann,Maureen Murdoch,P. S. Sriram,Scott Kinlay,Shing Shing Yeh,Ronald G Washburn,D Jhala,Samuel M. Aguayo,David M. Cohen,Satish C. Sharma,John J. Callaghan,Krisann K. Oursler,Mary A. Whooley,Sunil K. Ahuja,Amparo Gutierrez,Ron B. Schifman,Jennifer Greco,Michael Rauchman,Richard J. Servatius,Mary E. Oehlert,Agnes Wallbom,Ronald Fernando,Timothy R. Morgan,Todd Stapley,Scott Sherman,Gwenevere Anderson,Elif Sonel,Edward Boyko,Laurence Meyer,Samir Gupta,Joseph Fayad,Adriana M. Hung,Jack H. Lichy,Robin A. Hurley,Brooks Robey,Rob Striker +115 more
TL;DR: The findings of an association of theIL6R SNP with reduced risk for aortic aneurysms correspond with the newest indication for IL6R blockade, giant cell arteritis, of which a major complication is aorto-aneurysm.