Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical DocumentsTabea Pakull,
Amin Dada,
Hendrik Damm,
Anke Fleischhauer,,
Sven Benson,,
Noëlle Bender,
Nicola Prasuhn,,
Katharina Kaminski,,
Christoph M. Friedrich,
Peter Horn,
Jens Kleesiek,
Dirk Schadendorf,
Ina Pretzell
Moving Beyond CT Body Composition Analysis: Using Style Transfer for bringing CT-based fully-automated Body Composition Analysis to T2-weighted MRI SequencesBogdan Ionescu,
Henning Müller,
Ana Maria Drăgulinescu,
Johannes Rückert,
Asma Ben Abacha,
Alba García,,
Seco de Herrera,,
Louise Bloch,
Raphael Brüngel,
Ahmad Idrissi-Yaghir
Moving Beyond CT Body Composition Analysis: Using Style Transfer for bringing CT-based fully-automated Body Composition Analysis to T2-weighted MRI SequencesJohannes Haubold,
Olivia Barbara Pollok,,
Mathias Holtkamp,,
Luca Salhöfer,,
Cynthia Sabrina Schmidt,
Christian Bojahr,,
Jannis Straus,,
Benedikt Michael Schaarschmidt,
Katarzyna Borys,
Judith Kohnke,
Yutong Wen,,
Marcel Opitz,,
Lale Umutlu,
Michael Forsting,
Christoph M Friedrich,
Felix Nensa,
René Hosch
Diabetic Foot Ulcer Grand Challenge 2024: Overview and Baseline MethodsRaphael Brüngel,
Connah Kendrick,,
Bill Cassidy,,
Benjamin Bracke,
Christoph M. Friedrich,,
Neil D. Reeves,,
Joseph M. Pappachan,,
Moi Hoon Yap
An Enhanced Harmonic Densely Connected Hybrid Transformer Network Architecture for Chronic Wound Segmentation Utilising Multi-Colour Space Tensor MergingBill Cassidy,,
Christian McBride,,
Connah Kendrick,,
Neil D. Reeves,,
Joseph M. Pappachan,,
Cornelius J. Fernandez,,
Elias Chacko,,
Raphael Brüngel,
Christoph M. Friedrich,,
Metib Alotaibi,,
Abdullah Abdulaziz AlWabel,,
Mohammad Alderwish,,
Kuan-Ying Lai,,
Moi Hoon Yap
Fully Volumetric Body Composition Analysis for Prognostic Overall Survival Stratification in Melanoma PatientsKatarzyna Borys,
Georg C. Lodde,
Elisabeth Livingstone,
Carsten Weishaupt,,
Christian Römer,,
Marc‑David Künnemann,,
Anne Helfen,,
Lisa Zimmer,,
Wolfgang Galetzka,
Johannes Haubold,
Christoph M. Friedrich,,
Lale Umutlu,
Walter Heindel,,
Dirk Schadendorf,
René Hosch,
Felix Nensa
Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AIDavid Kersting,
Katarzyna Borys,
Alina Küper,
Moon Kim,
Johannes Haubold,
Tsepo Goerttler,
Lale Umutlu,
Pedro Fragoso Costa,
Jens Kleesiek,
Christoph Rischpler,
Felix Nensa,
Ken Herrmann,
Wolfgang P Fendler,
Manuel Weber,
René Hosch,
Robert Seifert
BioKGrapher: Initial evaluation of automated knowledge graph construction from biomedical literatureHenning Schäfer,
Ahmad Idrissi-Yaghir,
Kamyar Arzideh,
Hendrik Damm,
Tabea Pakull,
Cynthia Schmidt,,
Mikel Bahn,
Georg C. Lodde,
Elisabeth Livingstone,
Dirk Schadendorf,
Felix Nensa,
Peter Horn,
Christoph M. Friedrich,
Early versus late response to PD-1-based immunotherapy in metastatic melanomaGeorg C Lodde,
Fang Zhao,
Rudolf Herbst,
Patrick Terheyden,
Jochen Utikal,
Claudia Pföhler,
Jens Ulrich,
Alexander Kreuter,
Peter Mohr,
Ralf Gutzmer,
Friedegund Meier,
Edgar Dippel,
Michael Weichenthal,
Philipp Jansen,
Bernd Kowall,
Wolfgang Galetzka,
Fabian Hörst,
Jens Kleesiek,
Birte Hellwig,
Jörg Rahnenführer,
Luisa Rajcsanyi,
Triinu Peters,
Anke Hinney,
Jan-Malte Placke,
Antje Sucker,
Annette Paschen,
Jürgen C. Becker,
Elisabeth Livingstone,
Lisa Zimmer,,
Alpaslan Tasdogan,
Alexander Roesch,
Eva Hadaschik,
Dirk Schadendorf,
Klaus Griewank,
Selma Ugurel
Shortened progression free and overall survival to immune-checkpoint inhibitors in BRAF-, RAS- and NF1- (“Triple”) wild type melanomasPhilipp Jansen,
Wolfgang Galetzka,
Georg C. Lodde,,
Fabian Standl,
Anne Zaremba,
Rudolf Herbst,
Patrick Terheyden,
Jochen Utikal,
Claudia Pföhler,
Jens Ulrich,
Alexander Kreuter,
Peter Mohr,
Ralf Gutzmer,
Friedegund Meier,
Edgar Dippel,
Michael Weichenthal,
Jan-Malte Placke,
Jennifer Landsberg,
Inga Möller,
Antje Sucker,
Annette Paschen,
Eva Hadaschik,
Lisa Zimmer,,
Elisabeth Livingstone,
Dirk Schadendorf,
Selma Ugurel,
Andreas Stang,
Klaus Griewank
ROCOv2: Radiology Objects in COntext Version 2, an Updated Multimodal Image DatasetJohannes Rückert,
Louise Bloch,
Raphael Brüngel,
Ahmad Idrissi-Yaghir,
Henning Schäfer,
Cynthia S. Schmidt,
Sven Koitka,
Obioma Pelka,
Asma Ben Abacha,
Alba G. Seco de Herrera,
Henning Müller,
Peter Horn,
Felix Nensa,
Christoph M. Friedrich
Comprehensive Study on German Language Models for Clinical and Biomedical Text UnderstandingAhmad Idrissi-Yaghir,
Amin Dada,
Henning Schäfer,
Kamyar Arzideh,
Giulia Baldini,
Jan Trienes,
Max Hasin,
Jeanette Bewersdorff,
Cynthia S. Schmidt,
Marie Bauer,
Kaleb E. Smith,
Jiang Bian,
Yonghui Wu,
Jörg Schlötterer,
Torsten Zesch,
Peter Horn,
Christin Seifert,
Felix Nensa,
Jens Kleesiek,
Christoph M. Friedrich
Optimizing platelet transfusion through a personalized deep learning risk assessment system for demand managementMerlin Engelke,
Cynthia Sabrina Schmidt,
Giulia Baldini,
Vicky Parmar,
René Hosch,
Katarzyna Borys,
Sven Koitka,
Amin T Turki,
Johannes Haubold,
Peter A Horn,
Felix Nensa
On the Impact of Cross-Domain Data on German Language ModelsAmin Dada,
Aokun Chen,
Cheng Peng,
Kaleb Smith,
Ahmad Idrissi-Yaghir,
Constantin Seibold,
Jianning Li,
Lars Heiliger,
Christoph M. Friedrich,
Daniel Truhn,
Jan Egger,
Jiang Bian,
Jens Kleesiek,
Yonghui Wu
Adjuvant treatment and outcome of stage III melanoma patients: Results of a multicenter real-world German Dermatologic Cooperative Oncology Group (DeCOG) studyGeorg C Lodde,
Jessica Hassel,
Lena M Wulfken,
Friedegund Meier,
Peter Mohr,
Katharina Kähler,
Axel Hauschild,
Bastian Schilling,
Carmen Loquai,
Carola Berking,
Svea Hüning,
Julia Eckardt,
Ralf Gutzmer,
Lydia Reinhardt,
Valerie Glutsch,
Ulrike Nikfarjam,
Michael Erdmann,
Catharina L Beckmann,
Andreas Stang,
Bernd Kowall,
Wolfgang Galetzka,
Alexander Roesch,
Selma Ugurel,
Lisa Zimmer,,
Dirk Schadendorf,
Andrea Forschner,
Elisabeth Livingstone
ImageCLEF 2023 Highlight: Multimedia Retrieval in Medical, Social Media and Content Recommendation ApplicationsBogdan Ionescu,
Henning Müller,
Ana Maria Drăgulinescu,
Adrian Popescu,
Ahmad Idrissi-Yaghir,
Alba García Seco de Herrera,
Alexandra Andrei,
Alexandru Stan,
Andrea M. Storås,
Asma Ben Abacha,
Christoph M. Friedrich,
George Ioannidis,
Griffin Adams,
Henning Schäfer,
Hugo Manguinhas,
Ihar Filipovich,
Ioan Coman,
Jérôme Deshayes,
Johanna Schöler,
Johannes Rückert,
Liviu-Daniel Ştefan,
Louise Bloch,
Meliha Yetisgen,
Michael A. Riegler,
Mihai Dogariu,
Mihai Gabriel Constantin,
Neal Snider,
Nikolaos Papachrysos,
Pål Halvorsen,
Raphael Brüngel,
Serge Kozlovski,
Steven Hicks,
Thomas de Lange,
Vajira Thambawita,
Vassili Kovalev,
Wen-Wai Yim
Contrast agent dose reduction in MRI utilizing a generative adversarial network in an exploratory animal studyJohannes Haubold,
Gregor Jost,
Jens Matthias Theysohn,
Johannes Maximilian Ludwig,
Yan Li,
Jens Kleesiek,
Benedikt Michael Schaarschmidt,
Michael Forsting,
Felix Nensa,
Hubertus Pietsch,
René Hosch
Characterisation and outcome of RAC1 mutated melanomaGeorg C. Lodde,
Philipp Jansen,
Rudolf Herbst,
Patrick Terheyden,
Jochen Utikal,
Claudia Pföhler,
Jens Ulrich,
Alexander Kreuter,
Peter Mohr,
Ralf Gutzmer,
Friedegund Meier,
Edgar Dippel,
Michael Weichenthal,
Antje Sucker,
Jan-Malte Placke,
Anne Zaremba,
Lea Jessica Albrecht,
Bernd Kowall,
Wolfgang Galetzka,
Jürgen C. Becker,
Alpaslan Tasdogan,
Lisa Zimmer,,
Elisabeth Livingstone,
Eva Hadaschik,
Dirk Schadendorf,
Selma Ugurel,
Klaus Griewank
Overview of the ImageCLEF 2022: Multimedia Retrieval in Medical, Social Media and Nature ApplicationsBogdan Ionescu,
Henning Müller,
Renaud Péteri,
Johannes Rückert,
Asma Ben Abacha,
Alba G. Seco de Herrera,
Christoph M. Friedrich,
Louise Bloch,
Raphael Brüngel,
Ahmad Idrissi-Yaghir,
Henning Schäfer,
Serge Kozlovski,
Yashin Dicente Cid,
Vassili Kovalev,
Liviu-Daniel Ştefan,
Mihai Gabriel Constantin,
Mihai Dogariu,
Adrian Popescu,
Jérôme Deshayes-Chossart,
Hugo Schindler,
Jon Chamberlain,
Antonio Campello,
Adrian Clark
ImageCLEF 2022: Multimedia Retrieval in Medical, Nature, Fusion, and Internet ApplicationsAlba G. Seco de Herrera,
Bogdan Ionescu,
Henning Müller,
Renaud Péteri,
Asma Ben Abacha,
Christoph M. Friedrich,
Johannes Rückert,
Louise Bloch,
Raphael Brüngel,
Ahmad Idrissi-Yaghir,
Henning Schäfer,
Serge Kozlovski,
Yashin Dicente Cid,
Vassili Kovalev,
Jon Chamberlain,
Adrian Clark,
Antonio Campello,
Hugo Schindler,
Jérôme Deshayes,
Adrian Popescu,
Liviu-Daniel Ştefan,
Mihai Gabriel Constantin,
Mihai Dogariu
Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severityRené Hosch,
Simone Kattner,
Marc Moritz Berger,
Thorsten Brenner,
Johannes Haubold,
Jens Kleesiek,
Sven Koitka,
Lennard Kroll,
Anisa Kureishi,
Nils Flaschel,
Felix Nensa
Artificial intelligence guided enhancement of digital PET: scans as fast as CT?René Hosch,
Manuel Weber,
Miriam Sraieb,
Nils Flaschel,
Johannes Haubold,
Moon-Sung Kim,
Lale Umutlu,
Jens Kleesiek,
Ken Herrmann,
Felix Nensa,
Christoph Rischpler,
Sven Koitka,
Robert Seifert,
David Kersting
Sociodemographic data and APOE-$\varepsilon$4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systemsObioma Pelka,
Christoph M Friedrich,
Felix Nensa,
Christoph Mönninghoff,
Louise Bloch,
Karl-Heinz Jöckel,
Sara Schramm,
Sarah Sanchez Hoffmann,
Angela Winkler,
Christian Weimar,
Martha Jokisch,
Alzheimer’s Disease Neuroimaging Initiative