Using hospital medical record data to assess the accuracy of the SEER Los Angeles Cancer Surveillance Program for initial treatment of prostate cancer: a small pilot study.
Ryan D KrausAnn S HamiltonMari CarlosLeslie K BallasPublished in: Cancer causes & control : CCC (2018)
The SEER data were highly sensitive and has a high positive predictive value for surgery and radiation therapy but underreported use of active surveillance. These results may assist researchers in understanding the strengths and weaknesses of using SEER prostate cancer treatment data.
Keyphrases
- prostate cancer
- radiation therapy
- electronic health record
- big data
- healthcare
- minimally invasive
- radical prostatectomy
- public health
- papillary thyroid
- emergency department
- machine learning
- data analysis
- coronary artery bypass
- acute coronary syndrome
- artificial intelligence
- deep learning
- young adults
- adverse drug
- radiation induced
- surgical site infection
- benign prostatic hyperplasia
- fluorescent probe
- replacement therapy
- childhood cancer
- simultaneous determination
- liquid chromatography