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M

Marco Gustav

TUD Dresden University of Technology

5H-index
24Paper Count
69Citation Count
Published Papers 9
Publication Date
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A deep learning framework for efficient pathology image analysis
errNature Communications
IF15.7
err2026-07-01
err0
errOAAI
errPeter Neidlinger; Tim Lenz; Sebastian Foersch; Chiara M. L. Loeffler; Jan Clusmann; Marco Gustav; Lawrence A. Shaktah; Rupert Langer; Bastian Dislich; Lisa A. Boardman; Amy J. French; Ellen L. Goode; Andrea Gsur; Stefanie Brezina; Marc J. Gunter; Robert Steinfelder; Hans-Michael Behrens; Christoph Röcken; Tabitha Harrison; Ulrike Peters; Amanda I. Phipps; Giuseppe Curigliano; Nicola Fusco; Antonio Marra; Michael Hoffmeister; Hermann Brenner; Jakob Nikolas Kather
errShare
errSave
Spatial biomarker discovery via interpretable semantic learning in histopathology
errCancer Cell
IF44.5
err2026-06-11
err0
errOAAI
errJunhao Liang; Xiaofeng Jiang; Nic Gabriel Reitsam; Tim Lenz; Li Zhang; Marco Gustav; Zunamys Itzell Carrero; Hannah Sophie Muti; Peter Neidlinger; Jan Clusmann; Laura Žigutytė; Vidhya Sainath; Fabian Wolf; Lisa A. Boardman; Amy J. French; Ellen L. Goode; Andrea Gsur; Stefanie Brezina; Marc J. Gunter; Robert Steinfelder
errShare
errSave
Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response
errJournal of Pathology
IF5.2
err2026-02-01
err1
errOAAI
errReitsam, Nic G.; Jiang, Xiaofeng; Liang, Junhao; Grosser, Bianca; Grozdanov, Veselin; Loeffler, Chiara M. L.; Gustav, Marco; Lenz, Tim; Muti, Hannah S.; Carrero, Zunamys, I; West, Nicholas P.; Quirke, Philip; Foersch, Sebastian; Jesinghaus, Moritz; Muller, Wolfram; Yuan, Tanwei; Hoffmeister, Michael; Brenner, Hermann; Jonnagaddala, Jitendra; Hawkins, Nicholas J.; Ward, Robyn L.; Grabsch, Heike, I; Markl, Bruno; Kather, Jakob N.
errShare
errSave
Application of artificial intelligence and digital tools in cancer pathology
errThe Lancet Digital Health
IF0
err2025-11-14
err0
errOAAI
errLawrence A Shaktah; Zunamys I Carrero; Katherine Jane Hewitt; Marco Gustav; Matthew Cecchini; Sebastian Foersch; Sabina Berezowska; Jakob Nikolas Kather
errShare
errSave
Assessing genotype−phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study
errlancet digital health
IF0
err2025-08-19
err0
errOAAI
errMarco Gustav; Marko van Treeck; Nic G Reitsam; Zunamys I Carrero; Chiara M L Loeffler; Asier Rabasco Meneghetti; Bruno Märkl; Lisa A Boardman; Amy J French; Ellen L Goode; Andrea Gsur; Stefanie Brezina; Marc J Gunter; Neil Murphy; Pia Hönscheid; Christian Sperling; Sebastian Foersch; Robert Steinfelder; Tabitha Harrison; Ulrike Peters; Amanda Phipps; Jakob Nikolas Kather
errShare
errSave
Weakly Supervised Deep Learning Can Analyze Focal Liver Lesions in Contrast-Enhanced Ultrasound
errDIGESTION
IF3.6
err2025-03-06
err0
errOAAI
errOezsoy, Adil; Brooks, James Alexander; van Treeck, Marko; Doerffel, Yvonne; Morgera, Ulrike; Berger, Jens; Gustav, Marco; Saldanha, Oliver Lester; Luedde, Tom; Kather, Jakob Nikolas; Seraphin, Tobias Paul; Kallenbach, Michael
errShare
errSave
Potential Workflow to Identify Immunogenic POLE-Mutant Colorectal Carcinomas in a Routine Diagnostic Setting
errLABORATORY INVESTIGATION
IF4.2
err2025-03-01
err0
PREAI
errReitsam, Nic; Schneider, Kathrin; Grosser, Bianca; Kazdal, Daniel; Gustav, Marco; Kather, Jakob; Maerkl, Bruno; Stenzinger, Albrecht; Dintner, Sebastian
errShare
errSave
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology
errNPJ PRECISION ONCOLOGY
IF8
err2024-05-23
err2
errOAAI
errGustav, Marco; Reitsam, Nic Gabriel; Carrero, Zunamys I.; Loeffler, Chiara M. L.; van Treeck, Marko; Yuan, Tanwei; West, Nicholas P.; Quirke, Philip; Brinker, Titus J.; Brenner, Hermann; Favre, Loetitia; Maerkl, Bruno; Stenzinger, Albrecht; Brobeil, Alexander; Hoffmeister, Michael; Calderaro, Julien; Pujals, Anais; Kather, Jakob Nikolas
errShare
errSave
Assessing microsatellite instability dominance in colorectal cancer phenotype: A multi-study initiative using multi-target transformers for genomic biomarker prediction
errCANCER RESEARCH
IF16.6
err2024-03-22
err0
PREAI
errGustav, Marco; van Treeck, Marko; Carrero, Zunamys I.; Loeffler, Chiara M.; Reitsam, Nic G.; Markl, Bruno; Meneghetti, Asier Rabasco; Boardman, Lisa A.; French, Amy J.; Goode, Ellen L.; Gsur, Andrea; Brezina, Stefanie; Gunter, Marc J.; Murphy, Neil; Limburg, Paul; Thibodeau, Stephen; Foersch, Sebastian; Steinfelder, Robert; Harrison, Tabitha; Peters, Ulrike; Phipps, Amanda; Kather, Jakob N.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
Hermann Brenner
H-index: 202 · Papers: 3.3K
S
Stephen N. Thibodeau
H-index: 119 · Papers: 815
G
Giuseppe Curigliano
H-index: 118 · Papers: 1.7K
P
Philip Quirke
H-index: 112 · Papers: 887
U
Ulrike Peters
H-index: 101 · Papers: 1.1K
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