Stammdaten

Titel: Cataract-101: video dataset of 101 cataract surgeries
Untertitel:
Kurzfassung:

Cataract surgery is one of the most frequently performed microscopic surgeries in the field of ophthalmology. The goal behind this kind of surgery is to replace the human eye lense with an artificial one, an intervention that is often required due to aging. The entire surgery is performed under microscopy, but co-mounted cameras allow to record and archive the procedure. Currently, the recorded videos are used in a postoperative manner for documentation and training. An additional benefit of recording cataract videos is that they enable video analytics (i.e., manual and/or automatic video content analysis) to investigate medically relevant research questions (e.g., the cause of complications). This, however, necessitates a medical multimedia information system trained and evaluated on existing data, which is currently not publicly available. In this work we provide a public video dataset of 101 cataract surgeries that were performed by four different surgeons over a period of 9 months. These surgeons are grouped into moderately experienced and highly experienced surgeons (assistant vs. senior physicians), providing the basis for experience-based video analytics. All videos have been annotated with quasi-standardized operation phases by a senior ophthalmic surgeon.

Schlagworte:
Publikationstyp: Beitrag in Sammelwerk (Autorenschaft)
Art der Veröffentlichung Printversion
Erschienen in: MMSys '18 Proceedings of the 9th ACM Multimedia Systems Conference
MMSys '18 Proceedings of the 9th ACM Multimedia Systems Conference
zur Publikation
 ( ACM Press; )
Erscheinungsdatum: 05.2018
Titel der Serie: -
Bandnummer: -
Erstveröffentlichung: Ja
Seite: S. 421 - 425

Identifikatoren

ISBN:
  • 978-1-4503-5192-8
ISSN: -
DOI: http://dx.doi.org/10.1145/3204949.3208137
AC-Nummer: -
Homepage: https://dl.acm.org/citation.cfm?id=3208137
Open Access
  • Online verfügbar (nicht Open Access)

Zuordnung

Organisation Adresse
Fakultät für Technische Wissenschaften
 
Institut für Informationstechnologie
Universitaetsstr. 65-67
9020 Klagenfurt am Wörthersee
Österreich
   martina.steinbacher@uni-klu.ac.at
http://itec.aau.at/
zur Organisation
Universitaetsstr. 65-67
AT - 9020  Klagenfurt am Wörthersee

Kategorisierung

Sachgebiete
  • 102020 - Medizinische Informatik (305905)
Forschungscluster Kein Forschungscluster ausgewählt
Peer Reviewed
  • Ja
Publikationsfokus
  • Science to Science (Qualitätsindikator: I)
Klassifikationsraster der zugeordneten Organisationseinheiten:
Arbeitsgruppen
  • Distributed Multimedia Systems

Kooperationen

Organisation Adresse
KABEG Klinikum Klagenfurt
Feschnigstraße 11
9020 Klagenfurt
Österreich
http://www.klinikum-klagenfurt.at/
Feschnigstraße 11
AT - 9020  Klagenfurt

Beiträge der Publikation

Keine verknüpften Publikationen vorhanden