共 13 条
[1]
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
[J].
Bach, Sebastian
;
Binder, Alexander
;
Montavon, Gregoire
;
Klauschen, Frederick
;
Mueller, Klaus-Robert
;
Samek, Wojciech
.
PLOS ONE,
2015, 10 (07)

Bach, Sebastian
论文数: 0 引用数: 0
h-index: 0
机构:
Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany

Binder, Alexander
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
SUTD, ISTD Pillar, Singapore, Singapore Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany

Montavon, Gregoire
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany

Klauschen, Frederick
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Berlin, Germany Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany

Mueller, Klaus-Robert
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
Korea Univ, Dept Brain & Cognit Engn, Seoul, South Korea Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany

Samek, Wojciech
论文数: 0 引用数: 0
h-index: 0
机构:
Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany Fraunhofer Heinrich Hertz Inst, Machine Learning Grp, Berlin, Germany
[2]
Morphological and molecular breast cancer profiling through explainable machine learning
[J].
Binder, Alexander
;
Bockmayr, Michael
;
Hagele, Miriam
;
Wienert, Stephan
;
Heim, Daniel
;
Hellweg, Katharina
;
Ishii, Masaru
;
Stenzinger, Albrecht
;
Hocke, Andreas
;
Denkert, Carsten
;
Mueller, Klaus-Robert
;
Klauschen, Frederick
.
NATURE MACHINE INTELLIGENCE,
2021, 3 (04)
:355-366

Binder, Alexander
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
Singapore Univ Technol & Design, ISTD Pillar, Singapore, Singapore
Univ Oslo, Dept Informat, Machine Learning Sect, Oslo, Norway Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Bockmayr, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, Syst Pathol Lab, Berlin, Germany
Berlin Inst Hlth, Berlin, Germany
Univ Med Ctr Hamburg Eppendorf, Dept Pediat Hematol & Oncol, Hamburg, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Hagele, Miriam
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
Aignostics GmbH, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Wienert, Stephan
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, Syst Pathol Lab, Berlin, Germany
Berlin Inst Hlth, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Heim, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, Syst Pathol Lab, Berlin, Germany
Berlin Inst Hlth, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Hellweg, Katharina
论文数: 0 引用数: 0
h-index: 0
机构:
Berlin Inst Hlth, Berlin, Germany
Charite Univ Med Berlin, Dept Internal Med Infect Dis & Pulmonol, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Ishii, Masaru
论文数: 0 引用数: 0
h-index: 0
机构:
Osaka Univ, Grad Sch Med & Frontier Biosci, Dept Immunol & Cell Biol, Osaka, Japan Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Stenzinger, Albrecht
论文数: 0 引用数: 0
h-index: 0
机构:
Heidelberg Univ, Inst Pathol, Heidelberg, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Hocke, Andreas
论文数: 0 引用数: 0
h-index: 0
机构:
Berlin Inst Hlth, Berlin, Germany
Charite Univ Med Berlin, Dept Internal Med Infect Dis & Pulmonol, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Denkert, Carsten
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Marburg, Inst Pathol, Marburg, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Mueller, Klaus-Robert
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
Saarland Informat Campus, Max Planck Inst Informat, Saarbrucken, Germany
Korea Univ, Dept Artificial Intelligence, Seoul, South Korea
Berlin Inst Fdn Learning & Data BIFOLD, Berlin, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany

Klauschen, Frederick
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, Syst Pathol Lab, Berlin, Germany
Berlin Inst Hlth, Berlin, Germany
Berlin Inst Fdn Learning & Data BIFOLD, Berlin, Germany
German Canc Consortium DKTK, Partner Site Berlin, Berlin, Germany
Ludwig Maximilians Univ Munchen, Inst Pathol, Munich, Germany Tech Univ Berlin, Machine Learning Grp, Berlin, Germany
[3]
DNA methylation-based classification of central nervous system tumours
[J].
Capper, David
;
Jones, David T. W.
;
Sill, Martin
;
Hovestadt, Volker
;
Schrimpf, Daniel
;
Sturm, Dominik
;
Koelsche, Christian
;
Sahm, Felix
;
Chavez, Lukas
;
Reuss, David E.
;
Kratz, Annekathrin
;
Wefers, Annika K.
;
Huang, Kristin
;
Pajtler, Kristian W.
;
Schweizer, Leonille
;
Stichel, Damian
;
Olar, Adriana
;
Engel, Nils W.
;
Lindenberg, Kerstin
;
Harter, Patrick N.
;
Braczynski, Anne K.
;
Plate, Karl H.
;
Dohmen, Hildegard
;
Garvalov, Boyan K.
;
Coras, Roland
;
Hoelsken, Annett
;
Hewer, Ekkehard
;
Bewerunge-Hudler, Melanie
;
Schick, Matthias
;
Fischer, Roger
;
Beschorner, Rudi
;
Schittenhelm, Jens
;
Staszewski, Ori
;
Wani, Khalida
;
Varlet, Pascale
;
Pages, Melanie
;
Temming, Petra
;
Lohmann, Dietmar
;
Selt, Florian
;
Witt, Hendrik
;
Milde, Till
;
Witt, Olaf
;
Aronica, Eleonora
;
Giangaspero, Felice
;
Rushing, Elisabeth
;
Scheurlen, Wolfram
;
Geisenberger, Christoph
;
Rodriguez, Fausto J.
;
Becker, Albert
;
Preusser, Matthias
.
NATURE,
2018, 555 (7697)
:469-+

Capper, David
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany
Charite, Humboldt Univ Berlin, Freie Univ Berlin, Berlin, Germany
Berlin Inst Hlth, Dept Neuropathol, Berlin, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Partner Site Berlin, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Jones, David T. W.
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Sill, Martin
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
German Canc Res Ctr, Div Biostat, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Hovestadt, Volker
论文数: 0 引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Div Mol Genet, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Schrimpf, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Sturm, Dominik
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Koelsche, Christian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Sahm, Felix
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Chavez, Lukas
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Reuss, David E.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Kratz, Annekathrin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Wefers, Annika K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Huang, Kristin
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Pajtler, Kristian W.
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Schweizer, Leonille
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
Berlin Inst Hlth, Dept Neuropathol, Berlin, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Stichel, Damian
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Olar, Adriana
论文数: 0 引用数: 0
h-index: 0
机构:
Med Univ South Carolina, Dept Pathol & Lab Med, Charleston, SC 29425 USA
Med Univ South Carolina, Dept Neurosurg, Charleston, SC 29425 USA
Hollings Canc Ctr, Charleston, SC 29425 USA Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Engel, Nils W.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr Hamburg, Dept Oncol & Hematol, Sect Bone Marrow Transplant & Pneumol, Hubertus Wald Tumorzentrum,Univ Canc Ctr Hamburg, Hamburg, Germany
Ludwig Maximilians Univ Munchen, Ctr Neuropathol & Prion Res, Munich, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Lindenberg, Kerstin
论文数: 0 引用数: 0
h-index: 0
机构:
German Canc Res Ctr, German Canc Consortium DKTK, Clin Cooperat Unit Neuropathol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Harter, Patrick N.
论文数: 0 引用数: 0
h-index: 0
机构:
Goethe Univ Frankfurt Main, Inst Neurol, Edinger Inst, Frankfurt, Germany
German Canc Res Ctr, Partner Site Frankfurt Mainz, German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Braczynski, Anne K.
论文数: 0 引用数: 0
h-index: 0
机构:
Goethe Univ Frankfurt Main, Inst Neurol, Edinger Inst, Frankfurt, Germany
German Canc Res Ctr, Partner Site Frankfurt Mainz, German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Plate, Karl H.
论文数: 0 引用数: 0
h-index: 0
机构:
Goethe Univ Frankfurt Main, Inst Neurol, Edinger Inst, Frankfurt, Germany
German Canc Res Ctr, Partner Site Frankfurt Mainz, German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Dohmen, Hildegard
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Giessen, Inst Neuropathol, Giessen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Garvalov, Boyan K.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Giessen, Inst Neuropathol, Giessen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Coras, Roland
论文数: 0 引用数: 0
h-index: 0
机构:
Friedrich Alexander Univ Erlangen Nuremberg, Univ Hosp Erlangen, Neuropathol Inst, Erlangen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Hoelsken, Annett
论文数: 0 引用数: 0
h-index: 0
机构:
Friedrich Alexander Univ Erlangen Nuremberg, Univ Hosp Erlangen, Neuropathol Inst, Erlangen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Hewer, Ekkehard
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bern, Inst Pathol, Bern, Switzerland Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Bewerunge-Hudler, Melanie
论文数: 0 引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Genom & Prote Core Facil, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Schick, Matthias
论文数: 0 引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Genom & Prote Core Facil, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Fischer, Roger
论文数: 0 引用数: 0
h-index: 0
机构:
German Canc Res Ctr, Genom & Prote Core Facil, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Beschorner, Rudi
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Tubingen, Dept Neuropathol, Inst Pathol & Neuropathol, Tubingen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Schittenhelm, Jens
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Tubingen, Dept Neuropathol, Inst Pathol & Neuropathol, Tubingen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

论文数: 引用数:
h-index:
机构:

Wani, Khalida
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Varlet, Pascale
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris, Ctr Hosp St Anne, Dept Neuropathol, Paris, France Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Pages, Melanie
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Paris, Ctr Hosp St Anne, Dept Neuropathol, Paris, France Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Temming, Petra
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Essen, Pediat 3, Pediat Oncol & Hematol, Essen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Lohmann, Dietmar
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Duisburg Essen, Eye Canc Res Grp, Fac Med, Essen, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Selt, Florian
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
German Canc Res Ctr, CCU Pediat Oncol G340, Heidelberg, Germany
German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Witt, Hendrik
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
German Canc Res Ctr, Div Pediat Neurooncol, German Canc Consortium DKTK, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Milde, Till
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
German Canc Res Ctr, CCU Pediat Oncol G340, Heidelberg, Germany
German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Witt, Olaf
论文数: 0 引用数: 0
h-index: 0
机构:
NCT Heidelberg KiTZ, Hopp Childrens Canc Ctr, Heidelberg, Germany
Univ Hosp Heidelberg, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
German Canc Res Ctr, CCU Pediat Oncol G340, Heidelberg, Germany
German Canc Consortium DKTK, Heidelberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

论文数: 引用数:
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机构:

Giangaspero, Felice
论文数: 0 引用数: 0
h-index: 0
机构:
Sapienza Univ, Dept Radiol Oncol & Anatomopathol Sci, Rome, Italy
IRCCS Neuromed, Pozzilli, Italy Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Rushing, Elisabeth
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Hosp Zurich, Dept Neuropathol, Zurich, Switzerland Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Scheurlen, Wolfram
论文数: 0 引用数: 0
h-index: 0
机构:
Cnopfsche Kinderklin Nuremberg, Nurnberg, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

论文数: 引用数:
h-index:
机构:

Rodriguez, Fausto J.
论文数: 0 引用数: 0
h-index: 0
机构:
Johns Hopkins Univ, Sch Med, Div Neuropathol, Baltimore, MD USA Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Becker, Albert
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Bonn, Dept Neuropathol, Bonn, Germany Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany

Preusser, Matthias
论文数: 0 引用数: 0
h-index: 0
机构:
Med Univ Vienna, Dept Med 1, Comprehens Canc Ctr Vienna, CNS Unit CCC CNS, Vienna, Austria Univ Hosp Heidelberg, Dept Neuropathol, Heidelberg, Germany
[4]
Classification and mutation prediction from non-small cell lung cancer histopathology images using deep learning
[J].
Coudray, Nicolas
;
Ocampo, Paolo Santiago
;
Sakellaropoulos, Theodore
;
Narula, Navneet
;
Snuderl, Matija
;
Fenyo, David
;
Moreira, Andre L.
;
Razavian, Narges
;
Tsirigos, Aristotelis
.
NATURE MEDICINE,
2018, 24 (10)
:1559-+

Coudray, Nicolas
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA
NYU, Sch Med, Dept Cell Biol, Skirball Inst, New York, NY 10016 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Ocampo, Paolo Santiago
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Pathol, New York, NY 10003 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Sakellaropoulos, Theodore
论文数: 0 引用数: 0
h-index: 0
机构:
Natl Tech Univ Athens, Sch Mech Engn, Zografos, Greece NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Narula, Navneet
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Pathol, New York, NY 10003 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Snuderl, Matija
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Pathol, New York, NY 10003 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Fenyo, David
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Inst Syst Genet, New York, NY USA
NYU, Sch Med, Dept Biochem & Mol Pharmacol, New York, NY USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Moreira, Andre L.
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Pathol, New York, NY 10003 USA
NYU, Ctr Biospecimen Res & Dev, New York, NY USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Razavian, Narges
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Dept Populat Hlth, New York, NY 10003 USA
NYU, Sch Med, Ctr Healthcare Innovat & Delivery Sci, New York, NY 10003 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA

Tsirigos, Aristotelis
论文数: 0 引用数: 0
h-index: 0
机构:
NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA
NYU, Sch Med, Dept Pathol, New York, NY 10003 USA NYU, Sch Med, Appl Bioinformat Labs, New York, NY 10003 USA
[5]
Similar image search for histopathology: SMILY
[J].
Hegde, Narayan
;
Hipp, Jason D.
;
Liu, Yun
;
Emmert-Buck, Michael
;
Reif, Emily
;
Smilkov, Daniel
;
Terry, Michael
;
Cai, Carrie J.
;
Amin, Mahul B.
;
Mermel, Craig H.
;
Nelson, Phil Q.
;
Peng, Lily H.
;
Corrado, Greg S.
;
Stumpe, Martin C.
.
NPJ DIGITAL MEDICINE,
2019, 2

Hegde, Narayan
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Hipp, Jason D.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Liu, Yun
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Emmert-Buck, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Avoneaux Med Inst, Baltimore, MD 21215 USA Google AI Healthcare, Mountain View, CA 94043 USA

Reif, Emily
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Smilkov, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Terry, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Cai, Carrie J.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Amin, Mahul B.
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h-index: 0
机构:
Univ Tennessee, Hlth Sci Ctr, Dept Pathol & Lab Med, Memphis, TN 38163 USA Google AI Healthcare, Mountain View, CA 94043 USA

Mermel, Craig H.
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h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Nelson, Phil Q.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Peng, Lily H.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Corrado, Greg S.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA Google AI Healthcare, Mountain View, CA 94043 USA

Stumpe, Martin C.
论文数: 0 引用数: 0
h-index: 0
机构:
Google AI Healthcare, Mountain View, CA 94043 USA
Tempus Labs Inc, AI & Data Sci, Chicago, IL 60654 USA Google AI Healthcare, Mountain View, CA 94043 USA
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Histomorphological and molecular profiling: friends not foes! Morpho-molecular analysis reveals agreement between histological and molecular profiling
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Hoberger, Michael
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von Laffert, Maximilian
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Heim, Daniel
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Klauschen, Frederick
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HISTOPATHOLOGY,
2019, 75 (05)
:694-703

Hoberger, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany
Berlin Inst Hlth, Charitepl 1, D-10117 Berlin, Germany Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany

von Laffert, Maximilian
论文数: 0 引用数: 0
h-index: 0
机构:
Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany
Berlin Inst Hlth, Charitepl 1, D-10117 Berlin, Germany Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany

Heim, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany
Berlin Inst Hlth, Charitepl 1, D-10117 Berlin, Germany Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany

Klauschen, Frederick
论文数: 0 引用数: 0
h-index: 0
机构:
Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany
Berlin Inst Hlth, Charitepl 1, D-10117 Berlin, Germany
German Canc Consortium DKTK, Berlin Partner Site, Heidelberg, Germany
German Canc Res Ctr, Heidelberg, Germany Charit Univ Med Berlin, Inst Pathol, Charitepl 1, D-10117 Berlin, Germany
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Causability and explainability of artificial intelligence in medicine
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Holzinger, Andreas
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Langs, Georg
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Denk, Helmut
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Zatloukal, Kurt
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Mueller, Heimo
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WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY,
2019, 9 (04)

Holzinger, Andreas
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h-index: 0
机构:
Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria

Langs, Georg
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h-index: 0
机构:
Med Univ Vienna, Computat Imaging Res Lab, Dept Biomed Imaging & Image Guided Therapy, Vienna, Austria Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria

Denk, Helmut
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h-index: 0
机构:
Med Univ Graz, Inst Pathol, Graz, Austria Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria

论文数: 引用数:
h-index:
机构:

Mueller, Heimo
论文数: 0 引用数: 0
h-index: 0
机构:
Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria
Med Univ Graz, Inst Pathol, Graz, Austria Med Univ Graz, Inst Med Informat Stat & Documentat, A-8036 Graz, Austria
[8]
Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases
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Jurmeister, Philipp
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Bockmayr, Michael
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Seegerer, Philipp
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Bockmayr, Teresa
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Treue, Denise
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Montavon, Gregoire
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Vollbrecht, Claudia
;
Arnold, Alexander
;
Teichmann, Daniel
;
Bressem, Keno
;
Schueller, Ulrich
;
von Laffert, Maximilian
;
Mueller, Klaus-Robert
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Capper, David
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Klauschen, Frederick
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SCIENCE TRANSLATIONAL MEDICINE,
2019, 11 (509)

Jurmeister, Philipp
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
Charite Comprehens Canc Ctr, D-10117 Berlin, Germany
German Canc Consortium DKTK, Partner Site Berlin, D-69210 Heidelberg, Germany
German Canc Res Ctr, D-69210 Heidelberg, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Bockmayr, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
Univ Med Ctr Hamburg Eppendorf, Dept Pediat Hematol & Oncol, D-20251 Hamburg, Germany
Res Inst Childrens Canc Ctr Hamburg, D-20251 Hamburg, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Seegerer, Philipp
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Dept Software Engn & Theoret Comp Sci, Machine Learning Grp, D-10623 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Bockmayr, Teresa
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Treue, Denise
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Montavon, Gregoire
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Dept Software Engn & Theoret Comp Sci, Machine Learning Grp, D-10623 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Vollbrecht, Claudia
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
German Canc Consortium DKTK, Partner Site Berlin, D-69210 Heidelberg, Germany
German Canc Res Ctr, D-69210 Heidelberg, Germany
German Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Arnold, Alexander
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Teichmann, Daniel
论文数: 0 引用数: 0
h-index: 0
机构:
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
Charite Univ Med Berlin, Dept Neuropathol, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Bressem, Keno
论文数: 0 引用数: 0
h-index: 0
机构:
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
Charite Univ Med Berlin, Dept Radiol, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Schueller, Ulrich
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Med Ctr Hamburg Eppendorf, Dept Pediat Hematol & Oncol, D-20251 Hamburg, Germany
Res Inst Childrens Canc Ctr Hamburg, D-20251 Hamburg, Germany
Univ Med Ctr Hamburg Eppendorf, Inst Neuropathol, D-20251 Hamburg, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

von Laffert, Maximilian
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Mueller, Klaus-Robert
论文数: 0 引用数: 0
h-index: 0
机构:
Tech Univ Berlin, Dept Software Engn & Theoret Comp Sci, Machine Learning Grp, D-10623 Berlin, Germany
Korea Univ, Dept Brain & Cognit Engn, Seoul 136713, South Korea
Max Planck Inst Informat, D-66123 Saarbrucken, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Capper, David
论文数: 0 引用数: 0
h-index: 0
机构:
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
German Canc Consortium DKTK, Partner Site Berlin, D-69210 Heidelberg, Germany
German Canc Res Ctr, D-69210 Heidelberg, Germany
Charite Univ Med Berlin, Dept Neuropathol, D-10117 Berlin, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany

Klauschen, Frederick
论文数: 0 引用数: 0
h-index: 0
机构:
Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
Free Univ Berlin, D-10117 Berlin, Germany
Humboldt Univ, D-10117 Berlin, Germany
Berlin Inst Hlth, D-10117 Berlin, Germany
German Canc Consortium DKTK, Partner Site Berlin, D-69210 Heidelberg, Germany
German Canc Res Ctr, D-69210 Heidelberg, Germany Charite Univ Med Berlin, Inst Pathol, D-10117 Berlin, Germany
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Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence
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Kalra, Shivam
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Tizhoosh, H. R.
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Shah, Sultaan
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Choi, Charles
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Damaskinos, Savvas
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Safarpoor, Amir
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Shafiei, Sobhan
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Babaie, Morteza
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Diamandis, Phedias
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Campbell, Clinton J. V.
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Pantanowitz, Liron
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NPJ DIGITAL MEDICINE,
2020, 3 (01)

Kalra, Shivam
论文数: 0 引用数: 0
h-index: 0
机构:
Huron Digital Pathol, St Jacobs, ON, Canada
Univ Waterloo, Kimia Lab, Waterloo, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Tizhoosh, H. R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Waterloo, Kimia Lab, Waterloo, ON, Canada
MaRS Ctr, Vector Inst, Toronto, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Shah, Sultaan
论文数: 0 引用数: 0
h-index: 0
机构:
Huron Digital Pathol, St Jacobs, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Choi, Charles
论文数: 0 引用数: 0
h-index: 0
机构:
Huron Digital Pathol, St Jacobs, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Damaskinos, Savvas
论文数: 0 引用数: 0
h-index: 0
机构:
Huron Digital Pathol, St Jacobs, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Safarpoor, Amir
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Waterloo, Kimia Lab, Waterloo, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Shafiei, Sobhan
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Waterloo, Kimia Lab, Waterloo, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

论文数: 引用数:
h-index:
机构:

Diamandis, Phedias
论文数: 0 引用数: 0
h-index: 0
机构:
Gen Hosp Res Inst UHN, Toronto, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

Campbell, Clinton J. V.
论文数: 0 引用数: 0
h-index: 0
机构:
McMaster Univ, Stem Cell & Canc Res Inst, Hamilton, ON, Canada
McMaster Univ, Dept Pathol & Mol Med, Hamilton, ON, Canada Huron Digital Pathol, St Jacobs, ON, Canada

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Standardized Ki67 Diagnostics Using Automated Scoring-Clinical Validation in the GeparTrio Breast Cancer Study
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Klauschen, Frederick
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Wienert, Stephan
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Schmitt, Wolfgang D.
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Loibl, Sibylle
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Gerber, Bernd
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Blohmer, Jens-Uwe
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Huober, Jens
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Ruediger, Thomas
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Erbstoesser, Erhard
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Mehta, Keyur
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Lederer, Bianca
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Dietel, Manfred
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Denkert, Carsten
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von Minckwitz, Gunter
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CLINICAL CANCER RESEARCH,
2015, 21 (16)
:3651-3657

Klauschen, Frederick
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Inst Pathol, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

Wienert, Stephan
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Inst Pathol, Berlin, Germany
VMscope GmbH, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

Schmitt, Wolfgang D.
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Inst Pathol, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

Loibl, Sibylle
论文数: 0 引用数: 0
h-index: 0
机构:
German Breast Grp, Neu Isenburg, Germany Charite, Inst Pathol, Berlin, Germany

Gerber, Bernd
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Womens Hosp Rostock, Rostock, Germany Charite, Inst Pathol, Berlin, Germany

Blohmer, Jens-Uwe
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Dept Gynecol, Berlin, Germany
Charite, Breast Ctr, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

Huober, Jens
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Womens Hosp Ulm, Ulm, Germany Charite, Inst Pathol, Berlin, Germany

Ruediger, Thomas
论文数: 0 引用数: 0
h-index: 0
机构:
Klinikum Karlsruhe, Karlsruhe, Germany Charite, Inst Pathol, Berlin, Germany

Erbstoesser, Erhard
论文数: 0 引用数: 0
h-index: 0
机构:
AMEOS Klinikum Halberstadt, Halberstadt, Germany Charite, Inst Pathol, Berlin, Germany

Mehta, Keyur
论文数: 0 引用数: 0
h-index: 0
机构:
German Breast Grp, Neu Isenburg, Germany Charite, Inst Pathol, Berlin, Germany

Lederer, Bianca
论文数: 0 引用数: 0
h-index: 0
机构: Charite, Inst Pathol, Berlin, Germany

Dietel, Manfred
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Inst Pathol, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

Denkert, Carsten
论文数: 0 引用数: 0
h-index: 0
机构:
Charite, Inst Pathol, Berlin, Germany Charite, Inst Pathol, Berlin, Germany

von Minckwitz, Gunter
论文数: 0 引用数: 0
h-index: 0
机构:
German Breast Grp, Neu Isenburg, Germany
Univ Womens Hosp Frankfurt, Frankfurt, Germany Charite, Inst Pathol, Berlin, Germany