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Neural general circulation models for weather and climate
Kochkov, Dmitrii, Yuval, Janni, Langmore, Ian, Norgaard, Peter, Smith, Jamie, Mooers, Griffin, Klöwer, Milan, Lottes, James, Rasp, Stephan, Düben, Peter, Hatfield, Sam, Battaglia, Peter, Sanchez-Gonzalez, Alvaro, Willson, Matthew, Brenner, Michael P., Hoyer, Stephan
Published in Nature (London) (29.08.2024)
Published in Nature (London) (29.08.2024)
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Journal Article
Bias‐reduced neural networks for parameter estimation in quantitative MRI
Mao, Andrew, Flassbeck, Sebastian, Assländer, Jakob
Published in Magnetic resonance in medicine (01.10.2024)
Published in Magnetic resonance in medicine (01.10.2024)
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Journal Article
An analysis of unconscious gender bias in academic texts by means of a decision algorithm
Orgeira-Crespo, Pedro, Míguez-Álvarez, Carla, Cuevas-Alonso, Miguel, Rivo-López, Elena
Published in PloS one (30.09.2021)
Published in PloS one (30.09.2021)
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Journal Article
Comparison of the accuracy of human readers versus machine-learning algorithms for pigmented skin lesion classification: an open, web-based, international, diagnostic study
Tschandl, Philipp, Codella, Noel, Akay, Bengü Nisa, Argenziano, Giuseppe, Braun, Ralph P, Cabo, Horacio, Gutman, David, Halpern, Allan, Helba, Brian, Hofmann-Wellenhof, Rainer, Lallas, Aimilios, Lapins, Jan, Longo, Caterina, Malvehy, Josep, Marchetti, Michael A, Marghoob, Ashfaq, Menzies, Scott, Oakley, Amanda, Paoli, John, Puig, Susana, Rinner, Christoph, Rosendahl, Cliff, Scope, Alon, Sinz, Christoph, Soyer, H Peter, Thomas, Luc, Zalaudek, Iris, Kittler, Harald
Published in The lancet oncology (01.07.2019)
Published in The lancet oncology (01.07.2019)
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Journal Article
Development and Validation of a Robust and Interpretable Early Triaging Support System for Patients Hospitalized With COVID-19: Predictive Algorithm Modeling and Interpretation Study
Baek, Sangwon, Jeong, Yeon joo, Kim, Yun-Hyeon, Kim, Jin Young, Kim, Jin Hwan, Kim, Eun Young, Lim, Jae-Kwang, Kim, Jungok, Kim, Zero, Kim, Kyunga, Chung, Myung Jin
Published in Journal of medical Internet research (11.01.2024)
Published in Journal of medical Internet research (11.01.2024)
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Journal Article
Hidden bias in the DUD-E dataset leads to misleading performance of deep learning in structure-based virtual screening
Chen, Lieyang, Cruz, Anthony, Ramsey, Steven, Dickson, Callum J., Duca, Jose S., Hornak, Viktor, Koes, David R., Kurtzman, Tom
Published in PloS one (20.08.2019)
Published in PloS one (20.08.2019)
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Journal Article
Improved Architectures and Training Algorithms for Deep Operator Networks
Wang, Sifan, Wang, Hanwen, Perdikaris, Paris
Published in Journal of scientific computing (01.08.2022)
Published in Journal of scientific computing (01.08.2022)
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Journal Article
From local explanations to global understanding with explainable AI for trees
Lundberg, Scott M., Erion, Gabriel, Chen, Hugh, DeGrave, Alex, Prutkin, Jordan M., Nair, Bala, Katz, Ronit, Himmelfarb, Jonathan, Bansal, Nisha, Lee, Su-In
Published in Nature machine intelligence (01.01.2020)
Published in Nature machine intelligence (01.01.2020)
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Journal Article
Evaluation of the bias and precision of regression techniques and machine learning approaches in total dissolved solids modeling of an urban aquifer
Pan, Conglian, Ng, Kelvin Tsun Wai, Fallah, Bahareh, Richter, Amy
Published in Environmental science and pollution research international (01.01.2019)
Published in Environmental science and pollution research international (01.01.2019)
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Journal Article