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Julius Keyl
Julius Keyl
Institute for AI in Medicine (IKIM), Institute of Pathology, University Hospital Essen
Verified email at uk-essen.de
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Cited by
Cited by
Year
Cellvit: Vision transformers for precise cell segmentation and classification
F Hörst, M Rempe, L Heine, C Seibold, J Keyl, G Baldini, S Ugurel, ...
Medical Image Analysis 94, 103143, 2024
472024
MedShapeNet--A large-scale dataset of 3D medical shapes for computer vision
J Li, Z Zhou, J Yang, A Pepe, C Gsaxner, G Luijten, C Qu, T Zhang, ...
arXiv preprint arXiv:2308.16139, 2023
222023
Deep learning‐based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer
J Keyl, R Hosch, A Berger, O Ester, T Greiner, S Bogner, J Treckmann, ...
Journal of cachexia, sarcopenia and muscle 14 (1), 545-552, 2023
192023
Multimodal survival prediction in advanced pancreatic cancer using machine learning
J Keyl, S Kasper, M Wiesweg, J Götze, M Schönrock, M Sinn, A Berger, ...
ESMO open 7 (5), 100555, 2022
142022
Deep Learning–driven classification of external DICOM studies for PACS archiving
F Jonske, M Dederichs, MS Kim, J Keyl, J Egger, L Umutlu, M Forsting, ...
European radiology 32 (12), 8769-8776, 2022
72022
Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology
O Ester, F Hörst, C Seibold, J Keyl, S Ting, N Vasileiadis, J Schmitz, ...
Computerized Medical Imaging and Graphics 107, 102238, 2023
62023
Prognostic value of deep learning-derived body composition in advanced pancreatic cancer—a retrospective multicenter study
J Keyl, A Bucher, F Jungmann, R Hosch, A Ziller, R Armbruster, ...
ESMO open 9 (1), 102219, 2024
42024
Bispecific antibodies redirect synthetic agonistic receptor modified T cells against melanoma
F Märkl, MR Benmebarek, J Keyl, BL Cadilha, M Geiger, C Karches, ...
Journal for ImmunoTherapy of Cancer 11 (5), 2023
42023
Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study
A Brehmer, CM Sauer, J Salazar Rodríguez, K Herrmann, M Kim, J Keyl, ...
Journal of Medical Internet Research 26, e55148, 2024
2024
Establishing medical intelligence-leveraging FHIR to improve clinical management
A Brehmer, CM Sauer, J Salazar, K Hermann, M Kim, J Keyl, FH Bahnsen, ...
Journal of Critical Care 81, 154553, 2024
2024
Single-center experience of patients with plasma cell leukemia in the era of new therapeutics.
M Dampmann, S Flossdorf, J Keyl, HC Reinhardt, C Hanoun
Acta Haematologica, 2024
2024
A Meta-Review about Medical 3D Printing
M Meister, G Luijten, C Gsaxner, K Xie, LJ Gruber, J Li, A Pepe, Y Li, ...
medRxiv, 2024.04. 11.23300674, 2024
2024
Oligometastatic non‐small cell lung cancer: Impact of local and contemporary systemic treatment approaches on clinical outcome
M Wiesweg, C Küter, J Schnorbach, J Keyl, M Metzenmacher, J Cvetkovic, ...
International journal of cancer, 2024
2024
Establishing Medical Intelligence-Leveraging FHIR to Improve Clinical Management: a retrospective cohort and clinical implementation study
A Brehmer, CM Sauer, JS Rodríguez, K Herrmann, M Kim, J Keyl, ...
Journal of medical Internet research, 2024
2024
1294 External validation of machine learning models to predict efficacy and toxicity of immune checkpoint inhibitors using real-world pan cancer cohorts
Z Kiss, L Lippenszky, B Laczi, P Napan-Molina, E Csernai, A Brehmer, ...
Journal for ImmunoTherapy of Cancer 11 (Suppl 1), 2023
2023
Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligence
J Keyl, P Keyl, G Montavon, R Hosch, A Brehmer, L Mochmann, ...
medRxiv, 2023.10. 12.23296873, 2023
2023
1457P Oligometastatic non-small cell lung cancer: Impact of local and systemic treatment approaches on clinical outcome
M Wiesweg, C Küter, J Schnorbach, J Keyl, T Plönes, M Metzenmacher, ...
Annals of Oncology 34, S828, 2023
2023
09.02 Bispecific antibodies enable synthetic agonistic receptor T cell therapy in melanoma
M Benmebarek, F Märkl, J Keyl, B Cadilha, M Geiger, C Karches, H Obeck, ...
Journal for ImmunoTherapy of Cancer 10 (Suppl 1), 2022
2022
Synthetic agonistic receptor T-Zellen in Kombination mit den bispezifischen Antikörpern anti-EGFRvIII x anti-TYRP1 und anti-EGFRvIII x anti-MCSP zur Behandlung maligner …
J Keyl
lmu, 2021
2021
P06. 03 Bispecific antibody-driven synthetic agonistic receptor engineered T cells lead to specific and conditional therapy in melanoma cancer models
M Benmebarek, F Märkl, J Keyl, BL Cadilha, M Geiger, C Karches, ...
Journal for ImmunoTherapy of Cancer 9 (Suppl 1), 2021
2021
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