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Computer-assisted mitotic count using a deep learning-based algorithm improves interobserver reproducibility and accuracy.
Bertram, Christof A; Aubreville, Marc; Donovan, Taryn A; Bartel, Alexander; Wilm, Frauke; Marzahl, Christian; Assenmacher, Charles-Antoine; Becker, Kathrin; Bennett, Mark; Corner, Sarah; Cossic, Brieuc; Denk, Daniela; Dettwiler, Martina; Gonzalez, Beatriz Garcia; Gurtner, Corinne; Haverkamp, Ann-Kathrin; Heier, Annabelle; Lehmbecker, Annika; Merz, Sophie; Noland, Erica L; Plog, Stephanie; Schmidt, Anja; Sebastian, Franziska; Sledge, Dodd G; Smedley, Rebecca C; Tecilla, Marco; Thaiwong, Tuddow; Fuchs-Baumgartinger, Andrea; Meuten, Donald J; Breininger, Katharina; Kiupel, Matti; Maier, Andreas; Klopfleisch, Robert.
Affiliation
  • Bertram CA; University of Veterinary Medicine, Vienna, Austria.
  • Aubreville M; Freie Universität Berlin, Berlin, Germany.
  • Donovan TA; Technische Hochschule Ingolstadt, Ingolstadt, Germany.
  • Bartel A; Animal Medical Center, New York, NY, USA.
  • Wilm F; Freie Universität Berlin, Berlin, Germany.
  • Marzahl C; Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Assenmacher CA; Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Becker K; University of Pennsylvania, Philadelphia, PA, USA.
  • Bennett M; University of Veterinary Medicine, Hannover, Germany.
  • Corner S; Synlab's VPG Histology, Bristol, UK.
  • Cossic B; Michigan State University, Lansing, MI, USA.
  • Denk D; Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland.
  • Dettwiler M; Ludwig Maximilians University, Munich, Germany.
  • Gonzalez BG; University of Bern, Bern, Switzerland.
  • Gurtner C; Synlab's VPG Histology, Bristol, UK.
  • Haverkamp AK; University of Bern, Bern, Switzerland.
  • Heier A; University of Veterinary Medicine, Hannover, Germany.
  • Lehmbecker A; IDEXX Vet Med Labor GmbH, Kornwestheim, Germany.
  • Merz S; IDEXX Vet Med Labor GmbH, Kornwestheim, Germany.
  • Noland EL; IDEXX Vet Med Labor GmbH, Kornwestheim, Germany.
  • Plog S; Michigan State University, Lansing, MI, USA.
  • Schmidt A; Synlab's VPG Histology, Bristol, UK.
  • Sebastian F; IDEXX Vet Med Labor GmbH, Kornwestheim, Germany.
  • Sledge DG; IDEXX Vet Med Labor GmbH, Kornwestheim, Germany.
  • Smedley RC; Michigan State University, Lansing, MI, USA.
  • Tecilla M; Michigan State University, Lansing, MI, USA.
  • Thaiwong T; Roche Pharmaceutical Research and Early Development (pRED), Basel, Switzerland.
  • Fuchs-Baumgartinger A; Michigan State University, Lansing, MI, USA.
  • Meuten DJ; University of Veterinary Medicine, Vienna, Austria.
  • Breininger K; North Carolina State University, Raleigh, NC, USA.
  • Kiupel M; Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
  • Maier A; Michigan State University, Lansing, MI, USA.
  • Klopfleisch R; Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany.
Vet Pathol ; 59(2): 211-226, 2022 03.
Article in En | MEDLINE | ID: mdl-34965805
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Full text: 1 Database: MEDLINE Main subject: Deep Learning Type of study: Prognostic_studies Limits: Animals / Humans Language: En Year: 2022 Type: Article
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Full text: 1 Database: MEDLINE Main subject: Deep Learning Type of study: Prognostic_studies Limits: Animals / Humans Language: En Year: 2022 Type: Article