2 Works

Data from: Lipid profiles and obesity as potential risk factors of sudden sensorineural hearing loss

Joong Seob Lee, Dong Hyun Kim, Hyo Jeong Lee, Hyung Jong Kim, Ja Won Koo, Hyo Geun Choi, Bumjung Park & Sung Kwang Hong
Objectives: The objective of our study was to establish whether increased lipid profiles and obesity affect the prevalence and prognosis of sudden sensorineural hearing loss (SSNHL). Methods: This was a case-controlled study with a longitudinal design. According to our criteria, 324 patients with SSNHL were included in this study. To manage potential covariates, 972 subjects with normal hearing from the Korean National Health and Nutrition Examination Survey were matched as control group according to their...

Data from: A novel cascade classifier for automatic microcalcification detection

Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Ho Yub Jung, Yong Seok Heo, Sun Mi Kim & Kyoung Mu Lee
In this paper, we present a novel cascaded classification framework for automatic detection of individual and clusters of microcalcifications (μC). Our framework comprises three classification stages: i) a random forest (RF) classifier for simple features capturing the second order local structure of individual μCs, where non-μC pixels in the target mammogram are efficiently eliminated; ii) a more complex discriminative restricted Boltzmann machine (DRBM) classifier for μC candidates determined in the RF stage, which automatically learns...

Registration Year

  • 2015
    2

Resource Types

  • Dataset
    2

Affiliations

  • Seoul National University Bundang Hospital
    2
  • Soonchunhyang University
    1
  • Ajou University
    1
  • Seoul National University
    1
  • Hallym University Sacred Heart Hospital
    1
  • Hankuk University of Foreign Studies
    1