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M

Marco Gustav

TUD Dresden University of Technology
H指数:5
被引数:79

个人简介

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教育背景

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工作经历

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荣誉奖项

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A deep learning framework for efficient pathology image analysis

深度学习框架用于高效病理图像分析

Nature Communications
IF15.7
2026-07-010
OAAI
Peter 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
Spatial biomarker discovery via interpretable semantic learning in histopathology

通过可解释语义学习进行组织病理学中的空间生物标志物发现

Cancer Cell
IF44.5
2026-06-110
OAAI
Junhao 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
Deep learning-based H&E-derived risk scores in colorectal cancer: associations with tumour morphology, biology, and predicted drug response

基于深度学习的H&E衍生风险评分在结直肠癌中的应用：与肿瘤形态、生物学及预测药物反应的关联

Journal of Pathology
IF5.2
2026-02-011
OAAI
Reitsam, 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.
Assessing genotype−phenotype correlations in colorectal cancer with deep learning: a multicentre cohort study

评估结直肠癌中基因型-表型相关性的深度学习研究：一项多中心队列研究

lancet digital health
IF0
2025-08-190
OAAI
Marco 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
Deep learning for dual detection of microsatellite instability and POLE mutations in colorectal cancer histopathology

深度学习用于结直肠癌组织病理微卫星不稳定性和POLE突变的双重检测

NPJ PRECISION ONCOLOGY
IF8
2024-05-232
OAAI
Gustav, 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
Assessing microsatellite instability dominance in colorectal cancer phenotype: A multi-study initiative using multi-target transformers for genomic biomarker prediction
CANCER RESEARCH
IF16.6
2024-03-220
PRE
Gustav, 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.

研究方向

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J
Jakob Nikolas Kather
H 指数:71论文数:601被引数:1.9万
B
Bruno Märkl
H 指数:38论文数:301被引数:5,764
S
Sebastian Foersch
H 指数:35论文数:148被引数:4,537
Z
Zunamys I. Carrero
H 指数:16论文数:77被引数:1,704
N
Nic G. Reitsam
H 指数:11论文数:68被引数:374
A
Andrea Gsur
H 指数:43论文数:275被引数:6,872
S
Stefanie Brezina
H 指数:20论文数:77被引数:2,679
M
Marko van Treeck
H 指数:16论文数:72被引数:1,147
M
Marc J. Gunter
H 指数:99论文数:1,406被引数:5.6万
E
Ellen L. Goode
H 指数:82论文数:991被引数:2.8万