Marco Loog is a researcher affiliated with Radboud University in the Netherlands. Their work spans numerous publications primarily in the field of computer science, with a specific focus on artificial intelligence and machine learning. The breadth of their research includes subfields such as computer vision and pattern recognition, molecular biology, cancer research, and computational theory and mathematics.
The scientist's research topics cover multiple areas within machine learning and data analysis. Key topics include machine learning and data classification, machine learning algorithms, domain adaptation and few-shot learning, anomaly detection techniques and applications, cancer genomics and diagnostics, explainable artificial intelligence (XAI), and cell image analysis techniques.
Marco Loog's publication record features numerous articles, including recent papers such as:
Their frequent coauthors include Tom J. Viering, Soufiane Mourragui, Lodewyk F.A. Wessels, Alexander Mey, and David M. J. Tax. This collaboration network highlights an engaged research environment within related topics and methods.
Marco Loog has contributed regularly to prominent publication venues, with a notable presence in arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the National Academy of Sciences, and Computational Geosciences.
The profile of Marco Loog reflects a focused engagement in the interdisciplinary application of machine learning, encompassing both theoretical advancements and applied methodologies in areas intersecting biology, medicine, and computational sciences.
Meindert Niemeijer;Meindert Niemeijer;Joes Staal;Bram van Ginneken;Marco Loog
M. Loog;R.P.W. Duin;R. Haeb-Umbach
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R.P.W. Duin;M. Loog
I. Smal;M. Loog;W. Niessen;E. Meijering
Arnold M.R. Schilham;Bram van Ginneken;Marco Loog
Gustavo Carneiro;Diana Mateus;Loïc Peter;Andrew Bradley
Meindert Niemeijer;Marco Loog;Michael David Abràmoff;Max A Viergever
Veronika Cheplygina;David M.J. Tax;Marco Loog
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M. Loog;B. Ginneken
Soufiane Mourragui;Soufiane Mourragui;Marco Loog;Marco Loog;Mark A van de Wiel;Mark A van de Wiel;Marcel J T Reinders;Marcel J T Reinders
Raimund Leitner;Martin De Biasio;Thomas Arnold;Cuong Viet Dinh
D. de Ridder;M. Loog;M.J.T. Reinders
Marco Loog;Johannes Jisse Duistermaat;Luc Florack
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Yan Li;David M. J. Tax;Robert P. W. Duin;Marco Loog
Veronika Cheplygina;David M. J. Tax;Marco Loog
Wouter M. Kouw;Laurens J. P. Van Der Maaten;Jesse H. Krijthe;Marco Loog
Jakob Raundahl;Marco Loog;Mads Nielsen
Ethem Alpaydın;Veronika Cheplygina;Marco Loog;David M.J. Tax
Veronika Cheplygina;David M.J. Tax;Marco Loog
S. Klein;M. Loog;F. van der Lijn;T. den Heijer
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