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Banff Digital Patho...
Banff Digital Pathology Working Group: Image Bank, Artificial Intelligence Algorithm, and Challenge Trial Developments
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- Farris, Alton B. (författare)
- Emory Univ, GA 30322 USA
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- Alexander, Mariam P. (författare)
- Mayo Clin, MN USA
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- Balis, Ulysses G. J. (författare)
- Univ Michigan, MI USA
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- Barisoni, Laura (författare)
- Duke Univ, NC USA
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- Boor, Peter (författare)
- Rhein Westfalische TH RWTH Aachen Univ Clin, Germany; RWTH Aachen Univ Clin, Germany
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- Bulow, Roman D. (författare)
- Rhein Westfalische TH RWTH Aachen Univ Clin, Germany
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- Cornell, Lynn D. (författare)
- Mayo Clin, MN USA
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- Demetris, Anthony J. (författare)
- Univ Pittsburgh, PA USA
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- Farkash, Evan (författare)
- Univ Michigan, MI USA
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- Hermsen, Meyke (författare)
- Radboud Univ Nijmegen, Netherlands
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- Hogan, Julien (författare)
- Emory Univ, GA 30322 USA; Univ Paris, France
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- Kain, Renate (författare)
- Med Univ Vienna, Austria
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- Kers, Jesper (författare)
- Univ Amsterdam, Netherlands; Leiden Univ, Netherlands
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- Kong, Jun (författare)
- Georgia State Univ, GA USA; Emory Univ, GA USA
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- Levenson, Richard M. (författare)
- Univ Calif Davis Hlth Syst, CA USA
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- Loupy, Alexandre (författare)
- Univ Paris, France
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- Naesens, Maarten (författare)
- Katholieke Univ Leuven, Belgium
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- Sarder, Pinaki (författare)
- Univ Florida Gainesville, FL USA
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- Tomaszewski, John E. (författare)
- SUNY Buffalo, NY USA
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- van der Laak, Jeroen (författare)
- Linköpings universitet,Avdelningen för diagnostik och specialistmedicin,Medicinska fakulteten,Centrum för medicinsk bildvetenskap och visualisering, CMIV,Region Östergötland, Klinisk patologi,Radboud Univ Nijmegen, Netherlands
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- van Midden, Dominique (författare)
- Radboud Univ Nijmegen, Netherlands
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- Yagi, Yukako (författare)
- Mem Sloan Kettering Canc Ctr, NY USA
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- Solez, Kim (författare)
- Univ Alberta, Canada
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(creator_code:org_t)
- FRONTIERS MEDIA SA, 2023
- 2023
- Engelska.
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Ingår i: Transplant International. - : FRONTIERS MEDIA SA. - 0934-0874 .- 1432-2277. ; 36
- Relaterad länk:
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https://doi.org/10.3...
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https://liu.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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https://doi.org/10.3...
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Abstract
Ämnesord
Stäng
- The Banff Digital Pathology Working Group (DPWG) was established with the goal to establish a digital pathology repository; develop, validate, and share models for image analysis; and foster collaborations using regular videoconferencing. During the calls, a variety of artificial intelligence (AI)-based support systems for transplantation pathology were presented. Potential collaborations in a competition/trial on AI applied to kidney transplant specimens, including the DIAGGRAFT challenge (staining of biopsies at multiple institutions, pathologists visual assessment, and development and validation of new and pre-existing Banff scoring algorithms), were also discussed. To determine the next steps, a survey was conducted, primarily focusing on the feasibility of establishing a digital pathology repository and identifying potential hosts. Sixteen of the 35 respondents (46%) had access to a server hosting a digital pathology repository, with 2 respondents that could serve as a potential host at no cost to the DPWG. The 16 digital pathology repositories collected specimens from various organs, with the largest constituent being kidney (n = 12,870 specimens). A DPWG pilot digital pathology repository was established, and there are plans for a competition/trial with the DIAGGRAFT project. Utilizing existing resources and previously established models, the Banff DPWG is establishing new resources for the Banff community.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Kirurgi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Surgery (hsv//eng)
Nyckelord
- Banff; digital pathology; artificial intelligence; machine learning; image analysis
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
Hitta via bibliotek
Till lärosätets databas
- Av författaren/redakt...
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Farris, Alton B.
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Alexander, Maria ...
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Balis, Ulysses G ...
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Barisoni, Laura
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Boor, Peter
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Bulow, Roman D.
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visa fler...
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Cornell, Lynn D.
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Demetris, Anthon ...
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Farkash, Evan
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Hermsen, Meyke
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Hogan, Julien
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Kain, Renate
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Kers, Jesper
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Kong, Jun
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Levenson, Richar ...
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Loupy, Alexandre
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Naesens, Maarten
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Sarder, Pinaki
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Tomaszewski, Joh ...
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van der Laak, Je ...
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van Midden, Domi ...
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Yagi, Yukako
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Solez, Kim
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visa färre...
- Om ämnet
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- MEDICIN OCH HÄLSOVETENSKAP
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MEDICIN OCH HÄLS ...
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och Klinisk medicin
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och Kirurgi
- Artiklar i publikationen
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Transplant Inter ...
- Av lärosätet
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Linköpings universitet