Stefan Klein
Active 1967–2026
- Also published as
- Stefan, Klein
- 399
- Papers
- 20,623
- Citations
- 66
- h-index
- 230
- i10-index
Citations
Citation sources
Countries
Institutions
Fields
- Medicine42.5%
- Computer Science24.2%
- Neuroscience5.2%
- Engineering5.1%
- Business, Management and Accounting4.6%
- Biochemistry, Genetics and Molecular Biology4.5%
- Other13.9%
Topics
- Medical Image Segmentation Techniques7.8%
- Radiomics and Machine Learning in Medical Imaging3.9%
- Medical Imaging Techniques and Applications3.4%
- Advanced MRI Techniques and Applications2.8%
- Advanced Neuroimaging Techniques and Applications2.2%
- Advanced Neural Network Applications2.2%
- Other77.7%
Coauthors
- Wiro J. Niessen104
- Esther E. Bron33
- Theo van Walsum29
- Dirk H. J. Poot27
- Marius Staring26
- Martijn P. A. Starmans24
- Marion Smits23
- Aad van der Lugt22
- Sebastian R. van der Voort20
- Josien P. W. Pluim19
- Meike W. Vernooij19
- Marleen de Bruijne15
- Coert Metz14
- Cornelis Verhoef14
- Michiel Schaap14
- Wyke Huizinga14
- Dirk J. Grünhagen12
- Jacob J. Visser11
- Kai Riemer11
- Vikram Venkatraghavan11
- Danilo Andrade De Jesus10
- Geert J.L.H. van Leenders10
- Gesine Bug10
- Kai Reimers10
All papers
- elastix: A Toolbox for Intensity-Based Medical Image Registration
Authors: Stefan Klein, Marius Staring, Keelin Murphy, Max A. Viergever, Josien P. W. Pluim - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2009 cited by 4,352
- FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
Authors: Karim Lekadir, Alejandro F. Frangi, Antonio R. Porras, Ben Glocker, Celia Cintas, Curtis P. Langlotz, Eva Weicken, Folkert W. Asselbergs, Fred Prior, Gary S. Collins, Georgios Kaissis, Gianna Tsakou, Irène Buvat, Jayashree Kalpathy-Cramer, John Mongan, Julia A. Schnabel, Kaisar Kushibar, Katrine Riklund, Kostas Marias, Lameck Mbangula Amugongo, Lauren A. Fromont, Lena Maier-Hein, Leonor Cerdá-Alberich, Luis Martí‐Bonmatí, M. Jorge Cardoso, Maciej Bobowicz, Mahsa Shabani, Manolis Tsiknakis, María A. Zuluaga, Marie-Christine Fritzsche, Marina Camacho, Marius George Linguraru, Markus Wenzel, Marleen de Bruijne, Martin G. Tolsgaard, Melanie Goisauf, Mónica Cano Abadía, Nikolaos Papanikolaou, Noussair Lazrak, Oriol Pujol, Richard Osuala, Sandy Napel, Sara Colantonio, Smriti Joshi, Stefan Klein, Susanna Aussó, Wendy Rogers, Zohaib Salahuddin, Martijn P. A. Starmans - BMJ 2025 cited by 348
- Combined molecular subtyping, grading, and segmentation of glioma using multi-task deep learning
Authors: Sebastian R. van der Voort, Fatih Incekara, Maarten M.J. Wijnenga, Georgios Kapsas, Renske Gahrmann, Joost W. Schouten, Rishi Nandoe Tewarie, Geert J. Lycklama, Philip C. De Witt Hamer, Roelant S. Eijgelaar, Pim J. French, Hendrikus J. Dubbink, Arnaud J.P.E. Vincent, Wiro J. Niessen, Martin J. van den Bent, Marion Smits, Stefan Klein - Neuro-Oncology 2022 cited by 181
- Fast Parallel Image Registration on CPU and GPU for Diagnostic Classification of Alzheimer's Disease
Authors: Denis P. Shamonin, Esther Bron, Boudewijn P. F. Lelieveldt, Marion Smits, Stefan Klein, Marius Staring - Frontiers in Neuroinformatics, Frontiers Neuroinformatics 2013 cited by 604
- SimpleElastix: A User-Friendly, Multi-lingual Library for Medical Image Registration
Authors: Kasper Marstal, Floris F. Berendsen, Marius Staring, Stefan Klein - IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), CVPR Workshops 2016 cited by 326
- Addition of isatuximab to lenalidomide, bortezomib, and dexamethasone as induction therapy for newly diagnosed, transplantation-eligible patients with multiple myeloma (GMMG-HD7): part 1 of an open-label, multicentre, randomised, active-controlled, phase 3 trial
Authors: Hartmut Goldschmidt, Hartmut Goldschmidt, Uta Bertsch, Roland Fenk, Eva Nievergall, Diana Tichy, Britta Besemer, Jan Dürig, Roland Schroers, Ivana von Metzler, Mathias Hänel, Christoph Mann, Anne Marie Asemissen, Bernhard Heilmeier, Niels Weinhold, Stefanie Huhn, Katharina Kriegsmann, Steffen Luntz, Tobias A.W. Holderried, Karolin Trautmann‐Grill, Deniz Gezer, Maika Klaiber-Hakimi, Martin Müller, Cyrus Khandanpour, Wolfgang Knauf, Christof Scheid, Markus Munder, Thomas Geer, Hendrik Riesenberg, Jörg Thomalla, Martin Hoffmann, Marc S. Raab, Hans Salwender, Katja Weisel, Katja C Weisel, Anne M Asemissen, Joachim Behringer, Helga Bernhard, Christiane Bernhardt, Uta Bertsch, Britta Besemer, Igor W Blau, Claus Bolling, Daniel Debatin, Gerrit Dingeldein, Jan Dürig, Roland Fenk, Barbara Ferstl, Claudia Fest, Stefan Fronhoffs, Stephan Fuhrmann, Tobias Gaska, Thomas Geer, Deniz Gezer, Hartmut Goldschmidt, Hartmut Goldschmidt, Martin Görner, Ullrich Graeven, Jochen Grassinger, Mathias Hänel, Bernhard Heilmeier, Michael Heinsch, Gerhard Held, Martin Hoffmann, Tobias A W Holderried, Olaf Hopfer, Stefanie Huhn, Peter Immenschuh, Dominic Kaddu-Mulindwa, Cyrus Khandanpour, Maika Klaiber-Hakimi, Martine Klausmann, Stefan Klein, Wolfgang Knauf, Yon-Dschun Ko, Georg Köchling, Michael Koenigsmann, Philippe Kostrewa, Doris Maria Kraemer, Stephan Kremers, Katharina Kriegsmann, Martin Kropff, Paul La Rosée, Steffen P Luntz, Rolf Mahlberg, Elias K Mai, Christoph Mann, Uwe Martens, Ivana von Metzler, Martin Müller, Markus Munder, Michael Neise, Eva Nievergall, Holger Nückel, Wolfram Pönisch, Maria Procaccianti, Marc S Raab, Mohammed R Rafiyan, Peter Reimer, Armin Riecke and 27 more - The Lancet Haematology 2022 cited by 154
- Digital work and organisational transformation: Emergent Digital/Human work configurations in modern organisations
Authors: João Baptista, Mari-Klara Stein, Stefan Klein, Mary Beth Watson-Manheim, Jungwoo Lee - The Journal of Strategic Information Systems, J. Strateg. Inf. Syst. 2020 cited by 280
- A survey of medical image registration - under review
Authors: Max A. Viergever, J. B. Antoine Maintz, Stefan Klein, Keelin Murphy, Marius Staring, Josien P. W. Pluim - Medical Image Analysis, Medical Image Anal. 2016 cited by 312
- Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge
Authors: Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez‐Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos‐Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, R. Bellotti, David Cárdenas‐Peña, Andrés Marino Álvarez-Meza, Chester Dolph, Khan M. Iftekharuddin, Simon Fristed Eskildsen, Pierrick Coupé, Vladimir Fonov, Katja Franke, Christian Gaser, Christian Ledig, Ricardo Guerrero, Tong Tong, Katherine R. Gray, Elaheh Moradi, Jussi Tohka, Alexandre Routier, Stanley Durrleman, Alessia Sarica, Giuseppe Di Fatta, F. Sensi, A. Chincarini, G. M. Smith, Zhivko V. Stoyanov, Lauge Sørensen, Mads Nielsen, Sabina Tangaro, Paolo Inglese, Christian Wachinger, Martin Reuter, John C. van Swieten, Wiro J. Niessen, Stefan Klein - NeuroImage 2015 cited by 352
- Trajectories of imaging markers in brain aging: the Rotterdam Study
Authors: Elisabeth J. Vinke, Marius de Groot, Vikram Venkatraghavan, Stefan Klein, Wiro J. Niessen, M. Arfan Ikram, Meike W. Vernooij - Neurobiology of Aging 2018 cited by 174
- The KNee OsteoArthritis Prediction (KNOAP2020) challenge: An image analysis challenge to predict incident symptomatic radiographic knee osteoarthritis from MRI and X-ray images
Authors: Jukka Hirvasniemi, J. Runhaar, Rianne A. van der Heijden, Maryam Zokaeinikoo, Mingrui Yang, X. Li, Jeremy Tan, Haresh Rengaraj Rajamohan, Yongxia Zhou, Cem M. Deniz, Francesco Calivá, Claudia Iriondo, J.J. Lee, F. Liu, Alejandro Morales Martinez, N. Namiri, V. Pedoia, Egor Panfilov, N. Bayramoglu, Huy Hoang Nguyen, Miika T. Nieminen, Simo Saarakkala, Aleksei Tiulpin, Emery C. Lin, Alice Li, Vivian Li, Erik B. Dam, Akshay Chaudhari, Richard Kijowski, S.M. Bierma-Zeinstra, Edwin H. G. Oei, Stefan Klein - Osteoarthritis and Cartilage 2022 cited by 60
- Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration
Authors: Marius de Groot, Meike W. Vernooij, Stefan Klein, Mohammad Arfan Ikram, Frans M. Vos, Stephen M. Smith, Wiro J. Niessen, Jesper L. R. Andersson - NeuroImage 2013 cited by 226
- The Effect of Preprocessing on Convolutional Neural Networks for Medical Image Segmentation
Authors: K. B. de Raad, Karin A. van Garderen, Marion Smits, Sebastian R. van der Voort, Fatih Incekara, Edwin H. G. Oei, Jukka Hirvasniemi, Stefan Klein, Martijn P. A. Starmans - IEEE 18th International Symposium on Biomedical Imaging (ISBI) 2021 cited by 51
- The Erasmus Glioma Database (EGD): Structural MRI scans, WHO 2016 subtypes, and segmentations of 774 patients with glioma
Authors: Sebastian R. van der Voort, Fatih Incekara, Maarten M.J. Wijnenga, Georgios Kapsas, Renske Gahrmann, Joost W. Schouten, Hendrikus J. Dubbink, Arnaud J.P.E. Vincent, Martin J. van den Bent, Pim J. French, Stefan Klein, Marion Smits - Data in Brief 2021 cited by 46
- Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge
Authors: Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim - IEEE Transactions on Medical Imaging, IEEE Trans. Medical Imaging 2011 cited by 442
- A machine learning approach to distinguish between knees without and with osteoarthritis using MRI-based radiomic features from tibial bone
Authors: Jukka Hirvasniemi, Stefan Klein, Sita Bierma‐Zeinstra, Meike W. Vernooij, D. Schiphof, Edwin H. G. Oei - European Radiology 2021 cited by 65
- PCA-based groupwise image registration for quantitative MRI
Authors: Wyke Huizinga, Dirk H. J. Poot, Jean-Marie Guyader, R. Klaassen, Bram F. Coolen, Matthijs van Kranenburg, Robert Jan van Geuns, André Uitterdijk, Mathias Polfliet, Jef Vandemeulebroucke, Alexander Leemans, Wiro J. Niessen, Stefan Klein - Medical Image Analysis, Medical Image Anal. 2015 cited by 169
- TADPOLE Challenge: Prediction of Longitudinal Evolution in Alzheimer's Disease
Authors: Razvan Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner, Frederik Barkhof, Nick C. Fox, Stefan Klein, Daniel C. Alexander, Consortium, the EuroPOND - arXiv (Cornell University) 2018 cited by 101
- TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data
Authors: Razvan Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner, Frederik Barkhof, Nick C. Fox, Polina Golland, Stefan Klein, Daniel C. Alexander - Lecture notes in computer science, PRIME@MICCAI 1967 cited by 71
- Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines
Authors: Stefan Klein, Marius Staring, Josien P. W. Pluim - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2007 cited by 425
- Oral ixazomib maintenance following autologous stem cell transplantation (TOURMALINE-MM3): a double-blind, randomised, placebo-controlled phase 3 trial
Authors: Meletios Α. Dimopoulos, Francesca Gay, Fredrik Schjesvold, Meral Beksaç, Roman Hájek, Katja Weisel, Hartmut Goldschmidt, Vladimír Maisnar, Philippe Moreau, Chang Ki Min, Agnieszka Pluta, Wee Joo Chng, Martin Kaiser, Sonja Zweegman, María‐Victoria Mateos, Andrew Spencer, Shinsuke Iida, Gareth J. Morgan, Kaveri Suryanarayan, Zhaoyang Teng, Tomáš Skácel, Antonio Palumbo, Ajeeta B. Dash, Neeraj Gupta, Richard Labotka, S. Vincent Rajkumar, Daniel Bär, Alfredo Basso, Dorotea Fantl, Simon He, Neomi Horvath, Cindy Lee, Phillip Rowlings, Kerry Taylor, Andrew Spencer, Tara Cochrane, Fiona Kwok, Sundreswran Ramanathan, Hermine Agis, Niklas Zojer, Alain Kentos, Fritz Offner, Jan Van Droogenbroeck, Ka Lung Wu, Ângelo Maiolino, Gracia Martınez, Karla Richter Zanella, Marcelo Capra, Sérgio Araújo, E Gregora, Roman Hájek, Vladimír Maisnar, Luděk Pour, Vlastimil Ščudla, Ivan Špıčka, Niels Abildgaard, N.H. Andersen, Bo Amdi Jensen, Carsten Helleberg, Torben Plesner, Morten Salomo, Asta Svirskaite, Richard Delarue, Philippe Moreau, Igor Wolfgang Blau, Hartmut Goldschmidt, Aneta Schieferdecker, Veronica Teleanu, Markus Munder, Christoph Röllig, Han-Juergen Salwender, Stephan Fuhrmann, Katja Weisel, Jan Duerig, Matthias Zeis, Stefan Klein, Peter Reimer, Christian Schmidt, Christof Scheid, Karin Mayer, Martin Hoffmann, Markus Sosada, Athanasios Dimopoulos, Sosana Delimpasi, Mary-Christine Kyrtsonis, Achilleas Anagnostopoulos, Zsolt Nagy, Árpád Illés, Miklós Egyed, Zita Borbényi, Gábor Mikala, Najib Dally, Netanel A. Horowitz, Odit Gutwein, Anatoly Nemets, Iuliana Vaxman, Olga Shvetz, Svetlana Trestman, Rosa Ruchlemer, Arnon Nagler and 93 more - The Lancet 2018 cited by 236
- Remission induction versus immediate allogeneic haematopoietic stem cell transplantation for patients with relapsed or poor responsive acute myeloid leukaemia (ASAP): a randomised, open-label, phase 3, non-inferiority trial
Authors: Matthias Stelljes, Jan Moritz Middeke, Gesine Bug, Eva‐Maria Wagner‐Drouet, Lutz Müller, Christoph Schmid, Stefan W. Krause, Wolfgang Bethge, Edgar Jost, Uwe Platzbecker, Stefan Klein, Jörg Schubert, Judith Niederland, Martin Kaufmann, Kerstin Schäfer‐Eckart, Markus Schaich, Henning Baldauf, Friedrich Stölzel, Cathleen Petzold, Christoph Röllig, Nael Alakel, Björn Steffen, Beate Hauptrock, Christoph Schliemann, Katja Sockel, Fabian Lang, Oliver Kriege, Judith Schaffrath, Christian Reicherts, Wolfgang E. Berdel, Hubert Serve, Gerhard Ehninger, Alexander H. Schmidt, Martin Bornhäuser, Jan‐Henrik Mikesch, Johannes Schetelig, Nael Alakel, Jörn C. Albring, Wolfgang E. Berdel, Wolfgang Bethge, Martin Bornhäuser, Gesine Bug, Christoph Buhl, Simon Call, Martina Crysandt, Katharina Egger‐Heidrich, Eva Eßeling, Christoph Faul, Georg‐Nikolaus Franke, Julia-Annabell Georgi, Julia Glück-Wolf, Christoph Groth, Beate Hauptrock, Daniela Heidenreich, Snjezana Janjetovic, Edgar Jost, Martin Kaufmann, Thomas Kindler, Stefan Klein, Stefan W. Krause, Sebastian Kreil, Theresa Kretschmann, Desireé Kunadt, Fabian Lang, Georg Lenz, Sonja Martin, Julia Marx, Jan-Moritz Middeke, Jan‐Henrik Mikesch, Lutz Müller, Nadine Müller, Judith Niederland, Stefani Parmentier, Kathrin Petzold, Uwe Platzbecker, Andreas Rank, Christian Reicherts, Christoph Röllig, Wolf Rösler, Kerstin Schäfer‐Eckart, Judith Schaffrath, Markus Schaich, Johannes Schetelig, Christoph Schliemann, Christoph Schmid, Dominik Schneidawind, Jörg Schubert, Hubert Serve, Katja Sockel, Björn Steffen, Matthias Stelljes, Raphael Teipel, Malte von Bonin, Eva Wagner-Drouet, Maxi Wass, Knut Wendelin - The Lancet Haematology 2024 cited by 49
- CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images
Authors: Xuan Loc Pham, Ha Manh Luu, Theo van Walsum, Hong Son Mai, Stefan Klein, Ngoc Ha Le, Duc Trinh Chu - Medical Image Analysis, Medical Image Anal. 2024 cited by 17
- Disease Progression Timeline Estimation for Alzheimer's Disease using Discriminative Event Based Modeling
Authors: Vikram Venkatraghavan, Esther E. Bron, Wiro J. Niessen, Stefan Klein, Alzheimer's Disease Neuroimaging Initiative - NeuroImage 2018 cited by 96
