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J

Julius Keyl

institute for artificial intelligence in medicine

10H-index
40Paper Count
491Citation Count
Published Papers 16
Publication Date
OncoVR - Virtual Reality in Oncology for Patient-centered Care: A Systematic Review and Meta-Analysis
err2026-03-26
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errMiriam Balzer; Abdelrahman Elsakka; Gijs Luijten; Katrin Schormann; Slobodan Jovic; Monja Gerigk; Laura Mazilescu; Sophia Schmitz; Julius Keyl; Stefan Liszio; Oliver Basu; Beata Maria Goraus; Stefan Kasper; Jens Kleesiek; Behrus Hinrichs-Puladi; Jan Egger
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Implementation of guideline-recommended organ-protective therapy in people with type 2 diabetes and cardiovascular disease; heart failure; or kidney disease: real-world evidence from a German University Hospital
err2026-01-06
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errOAAI
errKarzan Suliman†‡; Young Hee Lee-Barkey†‡; Alexander Brehmer†‡; Bernd Stratmann†‡; Jasmin M. Klose†‡; Tim Lenfers†‡; Jens Kleesiek†‡; Susanne Reger-Tan†‡; Julius Keyl†‡
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Clinical practice and implications of biomarker testing in biliary tract cancer: an observational study☆
err2025-11-04
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errOAAI
errSabrina Welland; Ann-Kristin Zöller; Ilektra A. Mavroeidi; Aurelie Tomczak; Christian Müller; Dong Yawen; Danmei Zhang; Felix Keil; Maria Pangerl; Taotao Zhou; Hossein Taghizadeh; Sebastian Lange; Maximilian N. Kinzler; Kataryna Shmanko; Maryam Barsch; Carolin Zimpel; Angela Djanani; Henning Schulze-Bergkamen; Julius Keyl; Florian Lüke; Thomas Wirth; Michael Dill; Thomas Longerich; Sophia Petschnak; Jens U. Marquardt; Michael Quante; Arndt Weinmann; Dirk Walter; Nicole Pfarr; Gerald Prager; Bernhard Doleschal; Maria A. Gonzalez-Carmona; Rainer Günther; Alexander Scheiter; Stefan Böck; Stephan Bartels; Thomas Gruenberger; Marino Venerito; Christoph Springfeld; Stefan Kasper; Anna Saborowski; Arndt Vogel
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Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratification
err2025-10-14
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errOAAI
errKatarzyna Borys; Johannes Haubold; Julius Keyl; Maria A. Bali; Riccardo De Angelis; Kévin Brou Boni; Nicolas Coquelet; Judith Kohnke; Giulia Baldini; Lennard Kroll; Sara Schramm; Andreas Stang; Eugen Malamutmann; Jens Kleesiek; Moon Kim; Stefan Kasper; Jens T. Siveke; Marcel Wiesweg; Anja Merkel-Jens; Benedikt M. Schaarschmidt; Viktor Gruenwald; Sebastian Bauer; Arzu Oezcelik; Servet Bölükbas; Ken Herrmann; Rainer Kimmig; Stephan Lang; Jürgen Treckmann; Martin Stuschke; Boris Hadaschik; Lale Umutlu; Michael Forsting; Dirk Schadendorf; Christoph M. Friedrich; Martin Schuler; René Hosch; Felix Nensa
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Early Years, Advanced Disease: The Unmet Need in Young Adults with Non-Small Cell Lung Cancer
err2025-09-24
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errOAAI
errMaximilian Webendoerfer; Marcel Wiesweg; Jane Winantea; Julius Keyl; Hubertus Hautzel; Martin Metzenmacher; Dirk Theegarten; Kaid Darwiche; Servet Bölükbas; Fabian Doerr; Aleksandra Graw; Christian Taube; Martin Stuschke; Marcel Opitz; Halime Kalkavan; Martin Schuler; Wilfried E.E. Eberhardt; Filiz Oezkan
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Neural interaction explainable AI predicts drug response across cancers
err2025-09-03
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errOAAI
errPhilipp Keyl; Julius Keyl; Andreas Mock; Gabriel Dernbach; Liliana H Mochmann; Niklas Kiermeyer; Philipp Jurmeister; Michael Bockmayr; Roland F Schwarz; Grégoire Montavon; Klaus-Robert Müller; Frederick Klauschen
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Establishing Medical Intelligence-Leveraging Fast HealthcareInteroperability Resources to Improve Clinical Management:Retrospective Cohort and Clinical Implementation Study
err2024-10-31
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errBrehmer, Alexander; Sauer, Christopher Martin; Rodriguez, Jayson Salazar; Herrmann, Kelsey; Kim, Moon; Keyl, Julius; Bahnsen, Fin Hendrik; Frank, Benedikt; Koehrmann, Martin; Rassaf, Tienush; Mahabadi, Amir-Abbas; Hadaschik, Boris; Darr, Christopher; Herrmann, Ken; Tan, Susanne; Buer, Jan; Brenner, Horsten; Reinhardt, Hans Christian; Nensa, Felix; Gertz, Michael; Egger, Jan; Kleesiek, Jens
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Oligometastatic non-small cell lung cancer: Impact of local and contemporary systemic treatment approaches on clinical outcome
err2024-09-25
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errOAAI
errWiesweg, Marcel; Kueter, Claudia; Schnorbach, Johannes; Keyl, Julius; Metzenmacher, Martin; Cvetkovic, Jelena; Saalfeld, Felix Carl; Glanemann, Franziska; Eberhardt, Wilfried; Oezkan, Filiz; Theegarten, Dirk; Stenzinger, Albrecht; Darwiche, Kaid; Koschel, Dirk; Herth, Felix; Boeluekbas, Servet; Winter, Hauke; Weykamp, Fabian; Wermke, Martin; Stuschke, Martin; Ploenes, Till; Thomas, Michael; Schuler, Martin; Christopoulos, Petros
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CellViT: Vision Transformers for precise cell segmentation and classification
err2024-05-01
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errOAAI
errHoerst, Fabian; Rempe, Moritz; Heine, Lukas; Seibold, Constantin; Keyl, Julius; Baldini, Giulia; Ugurel, Selma; Siveke, Jens; Gruenwald, Barbara; Egger, Jan; Kleesiek, Jens
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Prognostic value of deep learning-derived body composition in advanced pancreatic cancerda retrospective multicenter study
err2024-01-01
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errOAAI
errKeyl, J.; Bucher, A.; Jungmann, F.; Hosch, R.; Ziller, A.; Armbruster, R.; Malkomes, P.; Reissig, T. M.; Koitka, S.; Tzianopoulos, I.; Keyl, P.; Kostbade, K.; Albers, D.; Markus, P.; Treckmann, J.; Nassenstein, K.; Haubold, J.; Makowski, M.; Forsting, M.; Baba, H. A.; Kasper, S.; Siveke, J. T.; Nensa, F.; Schuler, M.; Kaissis, G.; Kleesiek, J.; Braren, R.
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Oligometastatic non-small cell lung cancer: Impact of local and systemic treatment approaches on clinical outcome
err2023-10-01
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PREAI
errWiesweg, M.; Kuter, C.; Schnorbach, J.; Keyl, J.; Ploenes, T.; Metzenmacher, M.; Cvetkovic, J.; Eberhardt, W. E. E.; Oezkan, F.; Theegarten, D.; Stenzinger, A.; Darwiche, K.; Herth, F. J. F.; Boeluekbas, S.; Winter, H.; Weykamp, F.; Stuschke, M.; Thomas, M.; Schuler, M. H. H.; Christopoulos, P.
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Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathology
err2023-07-01
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errEster, Oliver; Hoerst, Fabian; Seibold, Constantin; Keyl, Julius; Ting, Saskia; Vasileiadis, Nikolaos; Schmitz, Jessica; Ivanyi, Philipp; Gruenwald, Viktor; Braesen, Jan Hinrich; Egger, Jan; Kleesiek, Jens
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Bispecific antibodies redirect synthetic agonistic receptor modified T cells against melanoma
err2023-05-19
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errMaerkl, Florian; Benmebarek, Mohamed-Reda; Keyl, Julius; Cadilha, Bruno L.; Geiger, Martina; Karches, Clara; Obeck, Hannah; Schwerdtfeger, Melanie; Michaelides, Stefanos; Briukhovetska, Daria; Stock, Sophia; Jobst, Jakob; Mueller, Philipp Jie; Majed, Lina; Seifert, Matthias; Kluever, Anna-Kristina; Lorenzini, Theo; Gruenmeier, Ruth; Thomas, Moritz; Gottschlich, Adrian; Klaus, Richard; Marr, Carsten; von Bergwelt-Baildon, Michael; Rothenfusser, Simon; Levesque, Mitchell P.; Heppt, Markus Vincent; Endres, Stefan; Klein, Christian; Kobold, Sebastian
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Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancer
err2022-12-21
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errOAAI
errKeyl, Julius; Hosch, Rene; Berger, Aaron; Ester, Oliver; Greiner, Tobias; Bogner, Simon; Treckmann, Juergen; Ting, Saskia; Schumacher, Brigitte; Albers, David; Markus, Peter; Wiesweg, Marcel; Forsting, Michael; Nensa, Felix; Schuler, Martin; Kasper, Stefan; Kleesiek, Jens
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Multimodal survival prediction in advanced pancreatic cancer using machine learning
err2022-10-01
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errKeyl, J.; Kasper, S.; Wiesweg, M.; Goetze, J.; Schoenrock, M.; Sinn, M.; Berger, A.; Nasca, E.; Kostbade, K.; Schumacher, B.; Markus, P.; Albers, D.; Treckmann, J.; Schmid, K. W.; Schildhaus, H-U; Siveke, J. T.; Schuler, M.; Kleesiek, J.
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Mesothelin-targeted bispecific antibodies drive synthetic agonistic receptor - Transduced T cells to mediate specific and conditional therapy of human pancreatic cancer models
err2018-03-01
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PREAI
errBenmebarek, M.; Karches, C.; Schmidbauer, M.; Kurzay, M.; Klaus, R.; Geiger, M.; Rataj, F.; Cadilha, B.; Keyl, J.; Lesch, S.; Heise, C.; Murr, R.; vom Berg, J.; Jastroch, M.; Lamp, D.; Niederfellner, G.; Sustmann, C.; Endres, S.; Klein, C.; Kobold, S.
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