Zunamys Itzell Carrero (Zunamys I Carrero)

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 20

Top Topics

Convolutional Neural Network

Advanced Non Small Cell Lung Cancer

Top Venues

Nature communications

NPJ precision oncology

NPJ breast cancer

NPJ digital medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Julia Schöpf, Sebastian Uhrig, Christoph E Heilig, Kwang-Seok Lee, Tatjana Walther, Alexander Carazzato, Anna Maria Dobberkau, Dieter Weichenhan, Christoph Plass, Mark Hartmann, Gaurav D Diwan, Zunamys Itzell Carrero, Claudia R Ball, Tobias Hohl, Thomas Kindler, Patricia Rudolph-Hähnel, Dominic Helm, Martin Schneider, Anna Nilsson, Ingrid Öra, Roland Imle, Ana Banito, Robert B Russell, Barbara C Jones, Daniel B Lipka, Hanno Glimm, Daniel Hübschmann, Wolfgang Hartmann, Stefan Fröhling, Claudia Scholl
Multi-omic and functional analysis for classification and treatment of sarcomas with FUS-TFCP2 or EWSR1-TFCP2 fusions. Nature communications 15 (1) (2024)
Marco Gustav, Nic Gabriel Reitsam, Zunamys Itzell Carrero, Chiara Maria Lavinia Loeffler, Marko van Treeck, Tanwei Yuan, Nicholas P West, Philip Quirke, Titus Josef Brinker, Hermann Brenner, Loëtitia Favre, Bruno Märkl, Albrecht Stenzinger, Alexander Brobeil, Michael Hoffmeister, Julien Calderaro, Anaïs Pujals, Jakob Nikolas Kather
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology. NPJ precision oncology 8 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Julia Schöpf, Sebastian Uhrig, Christoph E Heilig, Kwang-Seok Lee, Tatjana Walther, Alexander Carazzato, Anna Maria Dobberkau, Dieter Weichenhan, Christoph Plass, Mark Hartmann, Gaurav D Diwan, Zunamys Itzell Carrero, Claudia R Ball, Tobias Hohl, Thomas Kindler, Patricia Rudolph-Hähnel, Dominic Helm, Martin Schneider, Anna Nilsson, Ingrid Öra, Roland Imle, Ana Banito, Robert B Russell, Barbara C Jones, Daniel B Lipka, Hanno Glimm, Daniel Hübschmann, Wolfgang Hartmann, Stefan Fröhling, Claudia Scholl
Multi-omic and functional analysis for classification and treatment of sarcomas with FUS-TFCP2 or EWSR1-TFCP2 fusions. Nature communications 15 (1) (2024)
Julia Schöpf, Sebastian Uhrig, Christoph E Heilig, Kwang-Seok Lee, Tatjana Walther, Alexander Carazzato, Anna Maria Dobberkau, Dieter Weichenhan, Christoph Plass, Mark Hartmann, Gaurav D Diwan, Zunamys Itzell Carrero, Claudia R Ball, Tobias Hohl, Thomas Kindler, Patricia Rudolph-Hähnel, Dominic Helm, Martin Schneider, Anna Nilsson, Ingrid Öra, Roland Imle, Ana Banito, Robert B Russell, Barbara C Jones, Daniel B Lipka, Hanno Glimm, Daniel Hübschmann, Wolfgang Hartmann, Stefan Fröhling, Claudia Scholl
Multi-omic and functional analysis for classification and treatment of sarcomas with FUS-TFCP2 or EWSR1-TFCP2 fusions. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Julia Schöpf, Sebastian Uhrig, Christoph E Heilig, Kwang-Seok Lee, Tatjana Walther, Alexander Carazzato, Anna Maria Dobberkau, Dieter Weichenhan, Christoph Plass, Mark Hartmann, Gaurav D Diwan, Zunamys Itzell Carrero, Claudia R Ball, Tobias Hohl, Thomas Kindler, Patricia Rudolph-Hähnel, Dominic Helm, Martin Schneider, Anna Nilsson, Ingrid Öra, Roland Imle, Ana Banito, Robert B Russell, Barbara C Jones, Daniel B Lipka, Hanno Glimm, Daniel Hübschmann, Wolfgang Hartmann, Stefan Fröhling, Claudia Scholl
Multi-omic and functional analysis for classification and treatment of sarcomas with FUS-TFCP2 or EWSR1-TFCP2 fusions. Nature communications 15 (1) (2024)
Marco Gustav, Nic Gabriel Reitsam, Zunamys Itzell Carrero, Chiara Maria Lavinia Loeffler, Marko van Treeck, Tanwei Yuan, Nicholas P West, Philip Quirke, Titus Josef Brinker, Hermann Brenner, Loëtitia Favre, Bruno Märkl, Albrecht Stenzinger, Alexander Brobeil, Michael Hoffmeister, Julien Calderaro, Anaïs Pujals, Jakob Nikolas Kather
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology. NPJ precision oncology 8 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Author Correction: Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Omar S M El Nahhas, Chiara M L Loeffler, Zunamys Itzell Carrero, Marko van Treeck, Fiona R Kolbinger, Katherine J Hewitt, Hannah S Muti, Mara Graziani, Qinghe Zeng, Julien Calderaro, Nadina Ortiz-Brüchle, Tanwei Yuan, Michael Hoffmeister, Hermann Brenner, Alexander Brobeil, Jorge Sergio Reis-Filho, Jakob Nikolas Kather
Regression-based Deep-Learning predicts molecular biomarkers from pathology slides. Nature communications 15 (1) (2024)
Isabella Catharina Wiest, Dyke Ferber, Jiefu Zhu, Marko van Treeck, Sonja K Meyer, Radhika Juglan, Zunamys Itzell Carrero, Daniel Paech, Jens Kleesiek, Matthias P Ebert, Daniel Truhn, Jakob Nikolas Kather
Privacy-preserving large language models for structured medical information retrieval. NPJ digital medicine 7 (1) (2024)
Marco Gustav, Nic Gabriel Reitsam, Zunamys Itzell Carrero, Chiara Maria Lavinia Loeffler, Marko van Treeck, Tanwei Yuan, Nicholas P West, Philip Quirke, Titus Josef Brinker, Hermann Brenner, Loëtitia Favre, Bruno Märkl, Albrecht Stenzinger, Alexander Brobeil, Michael Hoffmeister, Julien Calderaro, Anaïs Pujals, Jakob Nikolas Kather
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology. NPJ precision oncology 8 (1) (2024)
Subarnarekha Chatterji, Jan Moritz Niehues, Marko van Treeck, Chiara Maria Lavinia Loeffler, Oliver Lester Saldanha, Gregory Patrick Veldhuizen, Didem Cifci, Zunamys Itzell Carrero, Rasha Abu-Eid, Valerie Speirs, Jakob Nikolas Kather
Prediction models for hormone receptor status in female breast cancer do not extend to males: further evidence of sex-based disparity in breast cancer. NPJ breast cancer 9 (1) (2023)
Jan Clusmann, Fiona R Kolbinger, Hannah Sophie Muti, Zunamys Itzell Carrero, Jan-Niklas Eckardt, Narmin Ghaffari Laleh, Chiara Maria Lavinia Löffler, Sophie-Caroline Schwarzkopf, Michaela Unger, Gregory P Veldhuizen, Sophia J Wagner, Jakob Nikolas Kather
The future landscape of large language models in medicine. Communications medicine 3 (1) (2023)
Chiara Maria Lavinia Loeffler, Omar S M El Nahhas, Hannah Sophie Muti, Tobias Seibel, Didem Cifci, Marko van Treeck, Marco Gustav, Zunamys Itzell Carrero, Nadine Therese Gaisa, Kjong-van Lehmann, Alexandra Leary, Pier Selenica, Jorge Sergio Reis-Filho, Nadina Ortiz Bruechle, Jakob Nikolas Kather
Direct prediction of Homologous Recombination Deficiency from routine histology in ten different tumor types with attention-based Multiple Instance Learning: a development and validation study. medRxiv : the preprint server for health sciences (2023)