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M

Moritz Gerstung

german cancer research center

74H指数
243论文数
4.4W被引数
收录论文 73
发表时间
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Hetairos is a histology-based artificial intelligence model for predicting central nervous system tumor methylation subtypesHetairos是一种基于组织学的人工智能模型，用于预测中枢神经系统肿瘤甲基化亚型
errNature Cancer
IF28.5
err2026-06-10
err0
errOAAI
errDarui Jin; Artem Shmatko; Areeba Patel; Samuel Rutz; Lukas Friedrich; Rouzbeh Banan; Ramin Rahmanzade; Philipp Sievers; Stefan Hamelmann; Daniel Schrimpf; Kirsten Göbel; Henri Bogumil; Sybren L. N. Maas; Martin Sill; Felix E. Hinz; Abigail K. Suwala; Felix Keller; Antje Habel; Gleb Rukhovich; Ferdinand Zettl; Obada T. Alhalabi; Sebastian Ille; Jannik Sehring; Daniel Amsel; Benedikt Wiestler; Pedro Piovesan Lago; Bogdana Suchorska; Olfat Ahmad; Dominik Sturm; David Reuss; Pieter Wesseling; Adelheid Wöhrer; Frank L. Heppner; Ingmar Blümcke; Claire Delbridge; Martin Jakobs; Christel Herold-Mende; Sandro M. Krieg; Wolfgang Wick; David T. W. Jones; Stefan M. Pfister; Maysa Al-Hussaini; Yanghao Hou; Felipe D’Almeida Costa; Leonille Schweizer; Luca Bertero; Till Acker; Arnault Tauziede-Espariat; Pascale Varlet; Doron Merkler; Kristof Egervari; Hildegard Dohmen; Pablo Zoroquiain; Roger Gejman; Sebastian Brandner; Xiangzhi Bai; Andreas von Deimling; Felix Sahm; Moritz Gerstung
err分享
err收藏
Reprogramming of stroma-derived chemokine networks drives the loss of tissue organization in nodal B cell lymphoma基质衍生的趋化因子网络的重编程驱动结节b细胞淋巴瘤中组织组织的丧失
errNature Cancer
IF28.5
err2026-03-25
err0
errOAAI
errFelix Czernilofsky; Anna Mathioudaki; Lea Jopp-Saile; Raphael Lutz; Dominik Vonficht; Xi Wang; Christina Schniederjohann; Harald Voehringer; Tobias Roider; Marc-Andrea Baertsch; Claus Rodemer; Henry Löffler-Wirth; Michael Grau; Donnacha Fitzgerald; Johannes Mammen; Jan Kosla; Nora Liebers; Peter-Martin Bruch; Diana Ordoñez-Rueda; Alexander Brobeil; Gunhild Mechtersheimer; Caroline Pabst; Carsten Müller-Tidow; Andreas Trumpp; Marc Seifert; Frank Neumann; Mathias Heikenwälder; Vladimir Benes; Wolfgang Huber; Jörg Distler; Georg Lenz; Hans Binder; Reiner Siebert; Garry P. Nolan; Moritz Gerstung; Judith B. Zaugg; Daniel Hübschmann; Simon Haas; Sascha Dietrich
err分享
err收藏
A microenvironment-determined risk continuum refines subtyping in meningioma and reveals determinants of machine learning-based tumor classification微环境确定的风险连续体可改善脑膜瘤的亚型，并揭示基于机器学习的肿瘤分类的决定因素
errNature Genetics
IF29
err2026-02-09
err0
errOAAI
errSybren L. N. Maas; Yiheng Tang; Eric Stutheit-Zhao; Ramin Rahmanzade; Christina Blume; Thomas Hielscher; Ferdinand Zettl; Salvatore Benfatto; Domenico Calafato; Martin Sill; Jasim Kada Benotmane; Yahaya A. Yabo; Felix Behling; Abigail Suwala; Helin Kardo; Michael Ritter; Matthieu Peyre; Roman Sankowski; Konstantin Okonechnikov; Philipp Sievers; Areeba Patel; David Reuss; Mirco J. Friedrich; Damian Stichel; Daniel Schrimpf; Thierry P. P. Van den Bosch; Katja Beck; Hans-Georg Wirsching; Gerhard Jungwirth; C. Oliver Hanemann; Katrin Lamszus; Nima Etminan; Andreas Unterberg; Christian Mawrin; Marc Remke; Olivier Ayrault; Peter Lichter; Guido Reifenberger; Michael Platten; Tim Kacprowski; Markus List; Josch K. Pauling; Jan Baumbach; Till Milde; Rachel Grossmann; Zvi Ram; Miriam Ratliff; Jan-Philipp Mallm; Marian C. Neidert; Eelke M. Bos; Marco Prinz; Michael Weller; Till Acker; Felix J. Hartmann; Matthias Preusser; Ghazaleh Tabatabai; Christel Herold-Mende; Sandro M. Krieg; David T. W. Jones; Stefan M. Pfister; Wolfgang Wick; Michel Kalamarides; Andreas von Deimling; Dieter Henrik Heiland; Volker Hovestadt; Moritz Gerstung; Matthias Schlesner; Felix Sahm
err分享
err收藏
The dynamics of mutational selection in cutaneous squamous carcinogenesis突变选择在皮肤鳞状细胞癌发生中的动力学
errCommunications Biology
IF5.1
err2026-01-12
err0
errOAAI
errGreta Skrupskelyte; Joanna C. Fowler; Stefan Dentro; Carine Winkler; Irina Abnizova; Niklaus Beumer; Roshan Sood; Thomas Quarrell; Charlotte King; Jivko Kamarashev; Emmanuella Guenova; Moritz Gerstung; Benjamin A. Hall; Liliane Michalik; Philip H. Jones
err分享
err收藏
Author Correction: Learning the natural history of human disease with generative transformers作者更正：使用生成式转换器学习人类疾病的自然史
errNature
IF48.5
err2025-11-12
err0
errOAAI
errArtem Shmatko; Alexander Wolfgang Jung; Kumar Gaurav; Søren Brunak; Laust Hvas Mortensen; Ewan Birney; Tom Fitzgerald; Moritz Gerstung
err分享
err收藏
Hetairos enables AI-based histopathological classification of CNS tumoursHetairos 实现了基于 AI 的 CNS 肿瘤组织病理学分类
errNEURO-ONCOLOGY
IF13.4
err2025-11-01
err0
errOAAI
errPatel, Areeba; Jin, Darui; Shmatko, Artem; Rahmanzade, Ramin; Friederich, Lukas; Schrimpf, Daniel; Sievers, Philipp; Alhalabi, Obada; Rutz, Samuel; Suwala, Abigail; Sturm, Dominik; Wesseling, Pieter; Woehrer, Adelheid; Hou, Yanghao; Costa, Felipe D'almeida; Ille, Sebastian; Al-Hussaini, Maysa; Bertero, Luca; Schweizer, Leonille; Wiestler, Benedikt; Snuderl, Matija; Pfister, Stefan M.; Jones, David T. W.; Varlet, Pascale; Tauziede-Espariat, Arnault; Acker, Till; Brandner, Sebastian; Krieg, Sandro; Wick, Wolfgang; Bai, Xiangzhi; Von Deimling, Andreas; Gerstung, Moritz; Sahm, Felix
err分享
err收藏
MACHINE LEARNING AND MULTI-OMIC ANALYSIS IDENTIFY A MICROENVIRONMENT-DRIVEN MENINGIOMA RISK CONTINUUM UNDERLYING MOLECULAR CLASSIFICATIONS机器学习和多组学分析识别出一种由微环境驱动的、与分子分类相关的脑膜瘤风险连续体
errNEURO-ONCOLOGY
IF13.4
err2025-11-01
err0
PREAI
errMaas, Sybren; Tang, Yiheng; Stutheit-Zhao, Eric; Rahmanzade, Ramin; Hielscher, Thomas; Zettl, Ferdinand; Benfatto, Salvatore; Calafato, Domenico; Sill, Martin; Benotmane, Jasim Kada; Yabo, Yahaya; Peyre, Matthieu; Sankowski, Roman; Okonechnikov, Konstantin; Sievers, Philip; Patel, Areeba; Reuss, David; Hanemann, Oliver; Lamszus, Katrin; Etminan, Nima; Unterberg, Andreas; Mawrin, Christian; Grossmann, Rachel; Ram, Zvi; Ratliff, Miriam; Neidert, Marian; Bos, Eelke; Prinz, Marco; Weller, Michael; Acker, Till; Hartmann, Felix; Preusser, Matthias; Tabatabai, Ghazaleh; Herold-Mende, Christel; Krieg, Sandro; Jones, David; Pfister, Stefan; Wick, Wolfgang; Kalamarides, Michel; Von Deimling, Andreas; Heiland, Dieter Henrik; Hovestadt, Volker; Gerstung, Moritz; Schlesner, Matthias; Sahm, Felix
err分享
err收藏
Meningioma brain-invasion is linked to inflammatory induced tumor-neuronal connectivity脑膜瘤的脑内浸润与炎症诱导的肿瘤-神经元连接有关
errNEURO-ONCOLOGY
IF13.4
err2025-11-01
err0
errOAAI
errBenotmane, Jasim Kada; Tang, Yiheng; Patel, Bhuvic; Savran, Dilan; Ratliff, Miriam; Herold-Mende, Christel; Krieg, Sandro; Wick, Wolfgang; Von Deimling, Andreas; Gerstung, Moritz; Bludau, Isabell; Reyhan, Ekin; Tetzlaff, Svenja; Drewa, Nina; Keifert, Elijah; Bashirov, Mahammad; Layer, Nikolas; Yabo, Yahaya; Van Hijfte, Levi; Maas, Sybren; Venkataramani, Varun; Heiland, Dieter Henrik; Sahm, Felix
err分享
err收藏
A MULTI-MODAL SINGLE-CELL AND SPATIAL TRANSCRIPTOMIC ATLAS REVEALS GENE-PROGRAM AND NEIGHBOURHOOD DRIVERS OF MENINGIOMA MALIGNISATION多模态单细胞与空间转录组图谱揭示脑膜瘤恶化的基因程序和邻域驱动因素
errNEURO-ONCOLOGY
IF13.4
err2025-11-01
err0
errOAAI
errBenotmane, Jasim Kada; Tang, Yiheng; Patel, Bhuvic; Savran, Dilan; Ratliff, Miriam; Herold-Mende, Christel; Krieg, Sandro; Wick, Wolfgang; Von Deimling, Andreas; Gerstung, Moritz; Bludau, Isabell; Maas, Sybren; Yabo, Yahaya; Van Hijfte, Levi; Heiland, Dieter Henrik; Sahm, Felix
err分享
err收藏
THE RECURRENT TISSUE STATES ACROSS ADULT GLIOMAS AS REVEALED BY SPATIAL TRANSCRIPTOMICS由空间转录组学揭示的成人胶质瘤中的循环组织状态
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errMathioudaki, A.; Seferbekova, Z.; Ritter, M.; Calafato, D.; Rukhovich, G.; Hinz, F.; Ippen, F. M.; Popova, E.; Koeberer, N.; Sant, P.; Schinkewitsch, S.; Malm, J.; Dietrich, S.; Herold-Mende, C.; Etminan, N.; Wick, A.; Krieg, S. M.; Platten, M.; von Deimling, A.; Sahm, F.; Suwala, A.; Gerstung, M.
err分享
err收藏
AI-BASED HISTOPATHOLOGICAL CLASSIFICATION OF CENTRAL NERVOUS SYSTEM TUMOURS基于人工智能的中央神经系统肿瘤组织病理学分类
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errJin, D.; Shmatko, A.; Patel, A.; Rahmanzade, R.; Friedrich, L.; Schrimpf, D.; Sievers, P.; Alhalabi, O.; Rutz, S. P.; Suwala, A. K.; Sturm, D.; Wesseling, P.; Woehrer, A.; Hou, Y.; D'almeida Costa, F.; Ille, S.; Al-Hussaini, M.; Bertero, L.; Schweizer, L.; Wiestler, B.; Snuderl, M.; Pfister, S. M.; Jones, D. T. W.; Varlet, P.; Tauziede-Espariat, A.; Acker, T.; Brandner, S.; Krieg, S. M.; Wick, W.; Bai, X.; von Deimling, A.; Gerstung, M.; Sahm, F.
err分享
err收藏
SPATIAL HETEROGENEITY OF METHYLATION CLASSES IN MENINGIOMAS: IMPACT ON CLASSIFICATION ACCURACY AND CLINICAL PROGNOSIS脑膜瘤中甲基化类别的空间异质性：对分类准确性和临床预后的影响
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errZettl, F.; Shmatko, A.; Patel, A.; Keller, F.; Hinz, F. E.; Maas, S. L.; Schweizer, L.; Preusser, M.; Berghaus, N.; von Deimling, A.; Gerstung, M.; Bludau, I; Sahm, F.
err分享
err收藏
COMPUTATIONAL HISTOPATHOLOGY ENABLES SCALABLE DEEP LEARNING-DRIVEN CNS TUMOR CLASSIFICATION FOR REAL-TIME INTRAOPERATIVE DIAGNOSTICS计算组织病理学能够实现可扩展的、由深度学习驱动的CNS肿瘤分类，以用于实时术中诊断。
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errKeller, F.; Patel, A.; Aras, F. K.; Friedrich, L.; Banan, R.; Schrimpf, D.; Shmatko, A.; Zettl, F.; Gerstung, M.; Miarka, L.; Prinz, M.; Paulus, W.; Reifenberger, G.; Schweizer, L.; Schulz-Schaeffer, W.; Habel, A.; von Knebel-Doeberitz, M.; Sakowitz, O.; Geletneky, K.; Bludau, I; Sahm, F.; von Deimling, A.; Rahmanzade, R.
err分享
err收藏
A SINGLE-CELL AND SPATIAL ATLAS OF MENINGIOMA HETEROGENEITY ACROSS TUMOR CLASSES不同肿瘤类别下脑膜瘤异质性的单细胞与空间图谱
errNEURO-ONCOLOGY
IF13.4
err2025-10-01
err0
errOAAI
errTang, Y.; Banan, R.; Maas, S. L.; Calafato, D.; Michael, R.; Benotmane, J. Kada; Yan, R.; Rukhovich, G.; Ferdinand, Z.; Venkataramani, V.; Suwala, A. K.; Bludau, I; Krieg, S. M.; Wick, W.; von Deimling, A.; Heiland, D.; Gerstung, M.; Patel, B.; Sahm, F.
err分享
err收藏
Learning the natural history of human disease with generative transformers利用生成式转换器学习人类疾病的自然史
errNature
IF48.5
err2025-09-17
err0
errOAAI
errArtem Shmatko; Alexander Wolfgang Jung; Kumar Gaurav; Søren Brunak; Laust Hvas Mortensen; Ewan Birney; Tom Fitzgerald; Moritz Gerstung
err分享
err收藏
Telomere attrition becomes an instrument for clonal selection in aging hematopoiesis and leukemogenesis端粒损耗成为衰老造血和白血病发生过程中克隆选择的一种机制。
errNature Genetics
IF0
err2025-08-28
err0
errOAAI
errMatthew A. McLoughlin; Sruthi Cheloor Kovilakam; William G. Dunn; Muxin Gu; Jake Tobin; Yash Pershad; Nicholas Williams; Daniel Leongamornlert; Kevin Dawson; Laura Bond; Ludovica Marando; Sean Wen; Rachael Wilson; Giampiero Valenzano; Vasiliki Symeonidou; Justyna Rak; Aristi Damaskou; Malgorzata Gozdecka; Xiaoxuan Liu; Clea Barcena; Josep Nomdedeu; Paul Costeas; Ioannis D. Dimitriou; Edoardo Fiorillo; Valeria Orrù; Jose Guilherme de Almeida; Thomas McKerrell; Matthew Cullen; Irina Mohorianu; Theodora Foukaneli; Alan J. Warren; Chi Wong; George Follows; Anna L. Godfrey; Emma Gudgin; Francesco Cucca; Eoin McKinney; E. Joanna Baxter; Moritz Gerstung; Jonathan Mitchell; Daniel Wiseman; Alexander G. Bick; Margarete Fabre; Pedro M. Quiros; Jyoti Nangalia; Siddhartha Kar; George S. Vassiliou
err分享
err收藏
COMPUTATIONAL HISTOPATHOLOGY ENABLES HIGH-GRANULARITY DIAGNOSTICS IN CNS TUMOURS
errNEURO-ONCOLOGY
IF13.4
err2024-10-17
err0
PREAI
errShmatko, A.; Jin, D.; Patel, A.; Rahmanzade, R.; Wick, W.; Krieg, S.; Pfister, S. M.; Jones, D. T. W.; von Deimling, A.; Gerstung, M.; Sahm, F.
err分享
err收藏
SPATIAL PROFILING OF THE MYELOID COMPARTMENT IN MENINGIOMA REVEALS DISTINCT PHENOTYPIC HETEROGENEITY ACROSS METHYLATION CLASSES
errNEURO-ONCOLOGY
IF13.4
err2024-10-17
err0
PREAI
errCalafato, D.; Tang, Y.; Rukhovich, G.; Patel, B.; Suwala, A.; Sahm, F.; Gerstung, M.; Hartmann, F.
err分享
err收藏
DECIPHERING THE TUMOUR ECOSYSTEM IN GLIOMAS USING SPATIAL TRANSCRIPTOMICS
errNEURO-ONCOLOGY
IF13.4
err2024-10-17
err0
PREAI
errSeferbekova, Z.; Calafato, D.; Rukhovich, G.; Patel, A.; Ritter, M.; Ippen, F.; Suwala, A.; Sahm, F.; Gerstung, M.
err分享
err收藏
Single-cell and spatial transcriptomics analysis of non-small cell lung cancer非小细胞肺癌的单细胞和空间转录组学分析
errNATURE COMMUNICATIONS
IF15.7
err2024-05-23
err6
errOAAI
errDe Zuani, Marco; Xue, Haoliang; Park, Jun Sung; Dentro, Stefan C.; Seferbekova, Zaira; Tessier, Julien; Curras-Alonso, Sandra; Hadjipanayis, Angela; Athanasiadis, Emmanouil I.; Gerstung, Moritz; Bayraktar, Omer; Cvejic, Ana
err分享
err收藏

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G
Gad Getz
H 指数: 248 · 论文数: 1.8K
K
Kenneth C. Anderson
H 指数: 199 · 论文数: 3.1K
M
Michael R. Stratton
H 指数: 179 · 论文数: 644
A
Andreas von Deimling
H 指数: 175 · 论文数: 1.8K
S
Stefan M. Pfister
H 指数: 159 · 论文数: 2.1K
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