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BEGIN:VEVENT
DTSTAMP:20260410T154148Z
DTSTART;VALUE=DATE-TIME:20150122T120000
DTEND;VALUE=DATE-TIME:20150122T133000
SUMMARY:IDH Seminar: Dr Abhir Bhalerao\, 'Quantification of Lung Disease 
 from High-resolution CT Imagery using Textural Features and Machine Lear
 ning'.
TZID:Europe/London
UID:20150122-094d434549a4d6820149a9bd64b87726@warwick.ac.uk
CREATED:20141113T152001Z
DESCRIPTION:Title: Quantification of Lung Disease from High-resolution CT
  Imagery using Textural Features and Machine Learning Dr. Abhir Bhalerao
 \; Dept. Computer Science\, University of Warwick. About the talk: This 
 talk will introduce the background to the problem of measuring the exten
 t of fibrotic lung disease in high-resolution CT (HRCT) images. The seve
 rity of the disease can be seen as textural changes in the appearance of
  the lung tissue. The talk will present the image analysis and machine l
 earning framework that have been built to allow for automatically locati
 ng the lungs region\, and grade and quantify the disease across the data
 . The study has applied techniques from integral geometry: Minkowski fun
 ctionals as texture features. The talk will explain the texture feature 
 extraction process and pattern classification methods that have been use
 d. Validation of the work is being carried out on a prospective study wi
 th 50 patients over 2 years\, imaged at 4 time points. The talk will sho
 w some of the validation results obtained thus far on subjects\, and how
  they correlate with traditional functional measurements (spirometry) of
  the lung. Bio-sketch: Dr. Abhir Bhalerao is an Associate Professor in C
 omputer Science at the University of Warwick. He received his Ph.D. in 1
 992. He joined the faculty at Warwick in 1998 having been a research sci
 entist with the NHS and Kings Medical School\, London\, and a Research F
 ellow at Harvard Medical School (1996-97). His research interests includ
 e modelling chronic lung diseases using CT scan data\, multi-camera reco
 nstruction problems\, and forensic image analysis. He has published abou
 t 70 peer reviewed articles in image analysis\, medical imaging\, graphi
 cs and computer vision. He has served as the co-chair of the British Mac
 hine Vision Conference\, 2007 and Medical Image Understanding & Analysis
 \, 2010\, and is a reviewer for several IEEE transactions journals. He w
 as a co-founder of Warwick Warp Ltd.\, a university spin out company spe
 cializing in biometric technologies. Since 2010 he has been a director o
 f Pattern Analytics Research Ltd.\, which makes software for access cont
 rol and forensics markets. He is co-author of several patents on imaging
  technologies. Others collaborating with him are Prof. Charles Hutchison
  (WMS/UCHW)\; and Drs. Emma Helm (UCHW)\, Elke Thonnes (Dept of Statisti
 cs)\, Felix Woodhead (UCHW)\, and David Parr (UCHW). Registration: The s
 eminar is open to all and a light lunch will be served from 12:00pm\, fo
 r catering purposes please register your interest with sallyann.edwards@
 warwick.ac.uk
LOCATION:Syndicate Room\, International Digital Laboratory
CATEGORIES:Warwick Medical School,Warwick Manufacturing Group
LAST-MODIFIED:20141113T152001Z
ORGANIZER;CN=Sallyann Edwards:
END:VEVENT
END:VCALENDAR