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Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +20 more
2citations -
A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients2024 Nature Communications article Medicine Renal Transplantation Outcomes and Treatments Open access cited by 1 patent
Daniel Yoo, Gillian Divard, Marc Raynaud, Aarón Cohen, Tom Mone, John Thomas Rosenthal, +33 more
40citations -
Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
Mirja Mittermaier, Jan A. Graw, Alexander H. Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more
0citations -
Validation of the Incremental Prognostic Value of Deceased Donation Pre-implantation Kidney Transplant Biopsies through Comprehensive Lesion Quantification with Deep Learning
Ziyang Li, Giorgio Buzzanca, Danny van der Helm, Soufian Meziyerh, Ian P.J. Alwayn, Dorottya K. de Vries, +3 more
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices OOD (reference reconstructions and segmentations)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
Surgical Refinement in Porcine Renal Autotransplantation – Flattening the Learning Curve in an Established Training Program2025 Journal of Surgical Research article Medicine Organ Transplantation Techniques and Outcomes Open access
Decan Jiang, Lisa Ernst, Mareike Schulz, Fabiola A. Bechtiger, Aghnia Jolanda Putri, Georg Lurje, +2 more
0citations -
Predicting ICU Mortality in Acute Respiratory Distress Syndrome Patients Using Machine Learning: The Predicting Outcome and STratifiCation of severity in ARDS (POSTCARDS) Study*
Jesús Villar, Jesús María González-Martín, Jerónimo Hernández-González, Miguel Ángel Armengol de la Hoz, Cristina Fernández, Carmen Martín-Rodríguez, +14 more
52citations -
Online learning in palliative care education of undergraduate medical students: a realist synthesis2023 Palliative Care and Social Practice article Medicine Innovations in Medical Education Open access
Gianfranco Martucci, José Luis Pereira, Csilla Busa, Carlos Centeno, Ágnes Csikós, Luca Franchini, +7 more
6citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 4,001-5,0002023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 3,001-4,0002023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 1-1,000 (reference reconstructions and segmentations)2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations -
2DeteCT - A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning: Slices 1,001-2,0002023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Medical Imaging Techniques and Applications Open access
Maximilian B. Kiss, Sophia Bethany Coban, K. Joost Batenburg, Tristan van Leeuwen, Felix F. Lucka
0citations