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Roman David Bülow
Roman David Bülow
Verified email at rwth-aachen.de
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Year
Pan-cancer image-based detection of clinically actionable genetic alterations
JN Kather, LR Heij, HI Grabsch, C Loeffler, A Echle, HS Muti, J Krause, ...
Nature cancer 1 (8), 789-799, 2020
4282020
SARS-CoV-2 infection triggers profibrotic macrophage responses and lung fibrosis
D Wendisch, O Dietrich, T Mari, S von Stillfried, IL Ibarra, M Mittermaier, ...
Cell 184 (26), 6243-6261. e27, 2021
3142021
Extracellular matrix in kidney fibrosis: more than just a scaffold
RD Bülow, P Boor
Journal of Histochemistry & Cytochemistry 67 (9), 643-661, 2019
2722019
Complement activation induces excessive T cell cytotoxicity in severe COVID-19
P Georg, R Astaburuaga-García, L Bonaguro, S Brumhard, L Michalick, ...
Cell 185 (3), 493-512. e25, 2022
1502022
Deep learning–based segmentation and quantification in experimental kidney histopathology
N Bouteldja, BM Klinkhammer, RD Bülow, P Droste, SW Otten, ...
Journal of the American Society of Nephrology: JASN 32 (1), 52, 2021
1132021
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ...
Medical Image Analysis, 102474, 2022
1022022
Keratins are novel markers of renal epithelial cell injury
S Djudjaj, M Papasotiriou, RD Bülow, A Wagnerova, MT Lindenmeyer, ...
Kidney international 89 (4), 792-808, 2016
1022016
Vascular neutrophilic inflammation and immunothrombosis distinguish severe COVID‐19 from influenza pneumonia
L Nicolai, A Leunig, S Brambs, R Kaiser, M Joppich, ML Hoffknecht, ...
Journal of Thrombosis and Haemostasis 19 (2), 574-581, 2021
902021
Multisystemic cellular tropism of SARS-CoV-2 in autopsies of COVID-19 patients
DWL Wong, BM Klinkhammer, S Djudjaj, S Villwock, MC Timm, EM Buhl, ...
Cells 10 (8), 1900, 2021
682021
Deep learning-based classification of kidney transplant pathology: a retrospective, multicentre, proof-of-concept study
J Kers, RD Bülow, BM Klinkhammer, GE Breimer, F Fontana, AA Abiola, ...
The Lancet Digital Health 4 (1), e18-e26, 2022
582022
First report from the German COVID-19 autopsy registry
S von Stillfried, RD Bülow, R Röhrig, P Boor, J Böcker, J Schmidt, ...
The Lancet Regional Health–Europe 15, 2022
552022
Deep learning detects genetic alterations in cancer histology generated by adversarial networks
J Krause, HI Grabsch, M Kloor, M Jendrusch, A Echle, RD Buelow, P Boor, ...
The Journal of Pathology 254 (1), 70-79, 2021
532021
Adversarial attacks and adversarial robustness in computational pathology
N Ghaffari Laleh, D Truhn, GP Veldhuizen, T Han, M van Treeck, ...
Nature Communications 13 (1), 1-10, 2022
472022
Next-Generation Morphometry for pathomics-data mining in histopathology
DL Hölscher, N Bouteldja, M Joodaki, ML Russo, YC Lan, AV Sadr, ...
Nature Communications 14 (1), 470, 2023
382023
Recommendations on compiling test datasets for evaluating artificial intelligence solutions in pathology
A Homeyer, C Geißler, LO Schwen, F Zakrzewski, T Evans, ...
Modern Pathology, 1-11, 2022
352022
Inflammation and vascular remodeling in COVID-19 hearts
C Werlein, M Ackermann, H Stark, HR Shah, A Tzankov, JD Haslbauer, ...
Angiogenesis 26 (2), 233-248, 2023
302023
Deep Learning for the detection of microsatellite instability from histology images in colorectal cancer: a systematic literature review
A Echle, NG Laleh, PL Schrammen, NP West, C Trautwein, TJ Brinker, ...
ImmunoInformatics, 100008, 2021
292021
How will artificial intelligence and bioinformatics change our understanding of IgA Nephropathy in the next decade?
RD Bülow, D Dimitrov, P Boor, J Saez-Rodriguez
Seminars in immunopathology, 1-14, 2021
242021
Autopsy registry can facilitate COVID‐19 research
S von Stillfried, RD Bülow, R Röhrig, R Knüchel‐Clarke, P Boor, ...
EMBO molecular medicine 12 (8), e12885, 2020
222020
The Aachen protocol for deep learning histopathology: a hands-on guide for data preprocessing
HS Muti, C Loeffler, A Echle, LR Heij, RD Buelow, J Krause, L Broderius, ...
Zenodo, 2020
20*2020
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