Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data.

Autor: Kim SY; Veracyte, South San Francisco, CA, USA., Diggans J; Veracyte, South San Francisco, CA, USA., Pankratz D; Veracyte, South San Francisco, CA, USA., Huang J; Veracyte, South San Francisco, CA, USA., Pagan M; Veracyte, South San Francisco, CA, USA., Sindy N; Veracyte, South San Francisco, CA, USA., Tom E; Veracyte, South San Francisco, CA, USA., Anderson J; Veracyte, South San Francisco, CA, USA., Choi Y; Veracyte, South San Francisco, CA, USA., Lynch DA; National Jewish Health, Denver, CO, USA., Steele MP; Vanderbilt University, Nashville, TN, USA., Flaherty KR; University of Michigan, Ann Arbor, MI, USA., Brown KK; National Jewish Health, Denver, CO, USA., Farah H; Hannibal Clinic, Hannibal, MO, USA., Bukstein MJ; Hannibal Clinic, Hannibal, MO, USA., Pardo A; Universidad Nacional Autónoma de México, Ciudad Universitaria, Mexico., Selman M; Instituto Nacional de Enfermedades Respiratorias, DF, Mexico., Wolters PJ; University of California, San Francisco, CA, USA., Nathan SD; Inova Fairfax Hospital, Falls Church, VA, USA., Colby TV; Mayo Clinic, Scottsdale, AZ, USA., Myers JL; University of Michigan, Ann Arbor, MI, USA., Katzenstein AL; SUNY Upstate Medical University, Syracuse, NY, USA., Raghu G; University of Washington Medical Center, Seattle, WA, USA., Kennedy GC; Veracyte, South San Francisco, CA, USA. Electronic address: giulia@veracyte.com.

Publikováno v: The Lancet. Respiratory medicine [Lancet Respir Med] 2015 Jun; Vol. 3 (6), pp. 473-82. Date of Electronic Publication: 2015 May 20.