Thomas J. Fuchs

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Coauteurs

Peter WildFull Professor of Pathology, Director Dr. Senckenberg Institute of Pathology, Univ. HospitalAdresse e-mail validée de kgu.de
Joachim M. BuhmannETH ZurichAdresse e-mail validée de inf.ethz.ch
Peter J. SchüfflerTUMAdresse e-mail validée de tum.de
Volker RothAssociate Professor of Computer Science, University of BaselAdresse e-mail validée de unibas.ch
Gabriele CampanellaWeill Cornell Medicine, Memorial Sloan-Kettering Cancer CenterAdresse e-mail validée de med.cornell.edu
Arndt HartmannProfessor für Pathologie, Universotät Erlangen-NürnbergAdresse e-mail validée de uk-erlangen.de
Prof. Dr. Edgar Dahl (PhD)Professor of Tumor Pathology, RWTH Aachen UniversityAdresse e-mail validée de ukaachen.de
Kiri WagstaffJet Propulsion LaboratoryAdresse e-mail validée de jpl.nasa.gov
David R. ThompsonJet Propulsion Laboratory, California Institute of TechnologyAdresse e-mail validée de jpl.nasa.gov
David KlimstraMemorial Sloan Kettering Cancer CenterAdresse e-mail validée de mskcc.org
Hassan MuhammadMemorial Sloan-Kettering Cancer Center, Weill Cornell MedicineAdresse e-mail validée de med.cornell.edu
Jason YosinskiML Collective; Recursion PharmaceuticalsAdresse e-mail validée de uber.com
Hod LipsonProfessor of Mechanical Engineering, Columbia UniversityAdresse e-mail validée de columbia.edu
Jeff CluneResearch Manager, OpenAIAdresse e-mail validée de uwyo.edu
Anh M. NguyenAssistant Professor, Auburn UniversityAdresse e-mail validée de auburn.edu
Wilhelm KrekProfessor of Cell Biology, ETH ZurichAdresse e-mail validée de biol.ethz.ch
Nathalie A. CabrolPlanetary Scientist, SETI Institute Carl Sagan Center/NASA Ames Research CenterAdresse e-mail validée de nasa.gov
Abigail AllwoodResearch Scientist, NASA Jet Propulsion LaboratoryAdresse e-mail validée de rockwoodventures.com
Dmitriy BekkerJohns Hopkins University Applied Physics LaboratoryAdresse e-mail validée de jhuapl.edu
Vanessa Martins da SilvaProf Assuntos Universitários, FEA/DEA, Universidade Estadual de CampinasAdresse e-mail validée de unicamp.br

Thomas J. Fuchs

Icahn School of Medicine at Mount Sinai

Adresse e-mail validée de mssm.edu - Page d'accueil

Machine Learning Computational Pathology Digital Pathology Deep Learning Artificial Intelligence


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Understanding neural networks through deep visualization J Yosinski, J Clune, A Nguyen, T Fuchs, H Lipson arXiv preprint arXiv:1506.06579, 2015	1365	2015
Clinical-grade computational pathology using weakly supervised deep learning on whole slide images G Campanella, MG Hanna, L Geneslaw, A Miraflor, VWK Silva, KJ Busam, ... Nature medicine 25 (8), 1301-1309, 2019	284	2019
TAK1 suppresses a NEMO-dependent but NF-κB-independent pathway to liver cancer K Bettermann, M Vucur, J Haybaeck, C Koppe, J Janssen, F Heymann, ... Cancer cell 17 (5), 481-496, 2010	221	2010
Computational pathology: Challenges and promises for tissue analysis TJ Fuchs, JM Buhmann Computerized Medical Imaging and Graphics 35 (7-8), 515-530, 2011	186	2011
Cancer genetics-guided discovery of serum biomarker signatures for diagnosis and prognosis of prostate cancer I Cima, R Schiess, P Wild, M Kaelin, P Schüffler, V Lange, P Picotti, ... Proceedings of the National Academy of Sciences 108 (8), 3342-3347, 2011	178	2011
Quickly boosting decision trees–pruning underachieving features early R Appel, T Fuchs, P Dollár, P Perona International conference on machine learning, 594-602, 2013	141	2013
Neuron geometry extraction by perceptual grouping in sstem images V Kaynig, T Fuchs, JM Buhmann 2010 IEEE computer society conference on computer vision and pattern …, 2010	122	2010
Hybrid deep learning on single wide-field optical coherence tomography scans accurately classifies glaucoma suspects H Muhammad, TJ Fuchs, N De Cuir, CG De Moraes, DM Blumberg, ... Journal of glaucoma 26 (12), 1086, 2017	111	2017
Prognostic relevance of Wnt-inhibitory factor-1 (WIF1) and Dickkopf-3 (DKK3) promoter methylation in human breast cancer J Veeck, PJ Wild, T Fuchs, PJ Schüffler, A Hartmann, R Knüchel, E Dahl BMC cancer 9 (1), 217, 2009	109	2009
Robot-centric activity prediction from first-person videos: What will they do to me? MS Ryoo, TJ Fuchs, L Xia, JK Aggarwal, L Matthies 2015 10th ACM/IEEE International Conference on Human-Robot Interaction (HRI …, 2015	105	2015
The Bayesian group-lasso for analyzing contingency tables S Raman, TJ Fuchs, PJ Wild, E Dahl, V Roth Proceedings of the 26th annual international conference on machine learning …, 2009	93	2009
Computational pathology analysis of tissue microarrays predicts survival of renal clear cell carcinoma patients TJ Fuchs, PJ Wild, H Moch, JM Buhmann International Conference on Medical Image Computing and Computer-Assisted …, 2008	93	2008
Nuclear karyopherin α2 expression predicts poor survival in patients with advanced breast cancer irrespective of treatment intensity O Gluz, P Wild, R Meiler, R Diallo‐Danebrock, E Ting, S Mohrmann, ... International journal of cancer 123 (6), 1433-1438, 2008	75	2008
Aerosols transmit prions to immunocompetent and immunodeficient mice J Haybaeck, M Heikenwalder, B Klevenz, P Schwarz, I Margalith, C Bridel, ... PLoS Pathog 7 (1), e1001257, 2011	70	2011
Machine learning approaches to analyze histological images of tissues from radical prostatectomies A Gertych, N Ing, Z Ma, TJ Fuchs, S Salman, S Mohanty, S Bhele, ... Computerized Medical Imaging and Graphics 46, 197-208, 2015	69	2015
A generalized computer vision approach to mapping crop fields in heterogeneous agricultural landscapes SR Debats, D Luo, LD Estes, TJ Fuchs, KK Caylor Remote Sensing of Environment 179, 210-221, 2016	62	2016
DeepPET: A deep encoder–decoder network for directly solving the PET image reconstruction inverse problem I Häggström, CR Schmidtlein, G Campanella, TJ Fuchs Medical image analysis 54, 253-262, 2019	61	2019
A seven-marker signature and clinical outcome in malignant melanoma: a large-scale tissue-microarray study with two independent patient cohorts S Meyer, TJ Fuchs, AK Bosserhoff, F Hofstädter, A Pauer, V Roth, ... PloS one 7 (6), e38222, 2012	61	2012
Nuclear detection of Y-boxprotein-1 (YB-1) closely associates with progesterone receptor negativity and is a strong adverse survival factor in human breast cancer E Dahl, A En-Nia, F Wiesmann, R Krings, S Djudjaj, E Breuer, T Fuchs, ... BMC cancer 9 (1), 410, 2009	61	2009
TMARKER: A free software toolkit for histopathological cell counting and staining estimation PJ Schüffler, TJ Fuchs, CS Ong, PJ Wild, NJ Rupp, JM Buhmann Journal of pathology informatics 4 (Suppl), 2013	58	2013

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