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 | 428 | 2020 |
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 | 314 | 2021 |
Extracellular matrix in kidney fibrosis: more than just a scaffold RD Bülow, P Boor Journal of Histochemistry & Cytochemistry 67 (9), 643-661, 2019 | 272 | 2019 |
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 | 150 | 2022 |
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 | 113 | 2021 |
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 | 102 | 2022 |
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 | 102 | 2016 |
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 | 90 | 2021 |
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 | 68 | 2021 |
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 | 58 | 2022 |
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 | 55 | 2022 |
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 | 53 | 2021 |
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 | 47 | 2022 |
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 | 38 | 2023 |
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 | 35 | 2022 |
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 | 30 | 2023 |
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 | 29 | 2021 |
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 | 24 | 2021 |
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 | 22 | 2020 |
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 |