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Refinado por: assunto: Algorithms remover
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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
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nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

Isensee, Fabian ; Jaeger, Paul F ; Kohl, Simon A A ; Petersen, Jens ; Maier-Hein, Klaus H

Nature methods, 2021-02, Vol.18 (2), p.203-211 [Periódico revisado por pares]

United States: Nature Publishing Group

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Automated brain extraction of multisequence MRI using artificial neural networks
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Automated brain extraction of multisequence MRI using artificial neural networks

Isensee, Fabian ; Schell, Marianne ; Pflueger, Irada ; Brugnara, Gianluca ; Bonekamp, David ; Neuberger, Ulf ; Wick, Antje ; Schlemmer, Heinz‐Peter ; Heiland, Sabine ; Wick, Wolfgang ; Bendszus, Martin ; Maier‐Hein, Klaus H. ; Kickingereder, Philipp

Human brain mapping, 2019-12, Vol.40 (17), p.4952-4964 [Periódico revisado por pares]

Hoboken, USA: John Wiley & Sons, Inc

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Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions
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Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

Maier, H.R. ; Kapelan, Z. ; Kasprzyk, J. ; Kollat, J. ; Matott, L.S. ; Cunha, M.C. ; Dandy, G.C. ; Gibbs, M.S. ; Keedwell, E. ; Marchi, A. ; Ostfeld, A. ; Savic, D. ; Solomatine, D.P. ; Vrugt, J.A. ; Zecchin, A.C. ; Minsker, B.S. ; Barbour, E.J. ; Kuczera, G. ; Pasha, F. ; Castelletti, A. ; Giuliani, M. ; Reed, P.M.

Environmental modelling & software : with environment data news, 2014-12, Vol.62, p.271-299 [Periódico revisado por pares]

Oxford: Elsevier Ltd

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CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
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CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation

Kavur, A. Emre ; Gezer, N. Sinem ; Barış, Mustafa ; Aslan, Sinem ; Conze, Pierre-Henri ; Groza, Vladimir ; Pham, Duc Duy ; Chatterjee, Soumick ; Ernst, Philipp ; Özkan, Savaş ; Baydar, Bora ; Lachinov, Dmitry ; Han, Shuo ; Pauli, Josef ; Isensee, Fabian ; Perkonigg, Matthias ; Sathish, Rachana ; Rajan, Ronnie ; Sheet, Debdoot ; Dovletov, Gurbandurdy ; Speck, Oliver ; Nürnberger, Andreas ; Maier-Hein, Klaus H. ; Bozdağı Akar, Gözde ; Ünal, Gözde ; Dicle, Oğuz ; Selver, M. Alper

Medical image analysis, 2021-04, Vol.69, p.101950-101950, Article 101950 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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5
Combined tract segmentation and orientation mapping for bundle-specific tractography
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Combined tract segmentation and orientation mapping for bundle-specific tractography

Wasserthal, Jakob ; Neher, Peter F. ; Hirjak, Dusan ; Maier-Hein, Klaus H.

Medical image analysis, 2019-12, Vol.58, p.101559-101559, Article 101559 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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6
Methodological considerations on tract-based spatial statistics (TBSS)
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Methodological considerations on tract-based spatial statistics (TBSS)

Bach, Michael ; Laun, Frederik B. ; Leemans, Alexander ; Tax, Chantal M.W. ; Biessels, Geert J. ; Stieltjes, Bram ; Maier-Hein, Klaus H.

NeuroImage (Orlando, Fla.), 2014-10, Vol.100, p.358-369 [Periódico revisado por pares]

United States: Elsevier Inc

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7
Data splitting for artificial neural networks using SOM-based stratified sampling
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Data splitting for artificial neural networks using SOM-based stratified sampling

May, R.J. ; Maier, H.R. ; Dandy, G.C.

Neural networks, 2010-03, Vol.23 (2), p.283-294 [Periódico revisado por pares]

Kidlington: Elsevier Ltd

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8
3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection
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3D Statistical Shape Models Incorporating Landmark-Wise Random Regression Forests for Omni-Directional Landmark Detection

Norajitra, Tobias ; Maier-Hein, Klaus H.

IEEE transactions on medical imaging, 2017-01, Vol.36 (1), p.155-168

United States: IEEE

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9
Identification of metrics suitable for determining the features of real-world optimisation problems
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Identification of metrics suitable for determining the features of real-world optimisation problems

Zhu, S. ; Maier, H.R. ; Zecchin, A.C.

Environmental modelling & software : with environment data news, 2022-02, Vol.148, p.105281, Article 105281 [Periódico revisado por pares]

Oxford: Elsevier Ltd

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Including adaptation and mitigation responses to climate change in a multiobjective evolutionary algorithm framework for urban water supply systems incorporating GHG emissions
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Including adaptation and mitigation responses to climate change in a multiobjective evolutionary algorithm framework for urban water supply systems incorporating GHG emissions

Paton, F. L. ; Maier, H. R. ; Dandy, G. C.

Water resources research, 2014-08, Vol.50 (8), p.6285-6304 [Periódico revisado por pares]

Washington: Blackwell Publishing Ltd

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