Browse by Keyword "Machine learning"

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Browse by Keyword "Machine learning"

Item
Publishing Date
Wissenschaftlicher ArtikelA completely annotated whole slide image dataset of canine breast cancer to aid human breast cancer researchAubreville, Marc; Bertram, Christof A.; Donovan, Taryn A.; Marzahl, Christian; Maier, Andreas; Klopfleisch, Robert
2020
Wissenschaftlicher ArtikelA novel automated label data extraction and data base generation system from herbarium specimen images using OCR and NERTakano, Atsuko; Cole, Theodor C. H.; Konagai, Hajime
2024
Wissenschaftlicher ArtikelA precision medicine framework for personalized simulation of hemodynamics in cerebrovascular diseaseFrey, Dietmar; Livne, Michelle; Leppin, Heiko; Akay, Ela M.; Aydin, Orhun U.; Behland, Jonas; Sobesky, Jan; Vajkoczy, Peter; Madai, Vince I.
2021
Wissenschaftlicher ArtikelA simplified multi-model statistical approach for predicting the effects of forest management on land surface temperature in FennoscandiaHuang, Bo; Li, Yan; Liu, Yi; Hu, Xiangping; Zhao, Wenwu; Cherubini, Francesco
2023
Wissenschaftlicher ArtikelActive learning approach to simulations of strongly correlated matter with the ghost Gutzwiller approximationFrank, Marius S.; Artiukhin, Denis G.; Lee, Tsung-Han; Yao, Yongxin; Barros, Kipton; Christiansen, Ove; Lanata, Nicola
2024
Wissenschaftlicher ArtikelAd hoc learning of peptide fragmentation from mass spectra enables an interpretable detection of phosphorylated and cross-linked peptidesAltenburg, Tom; Giese, Sven; Wang, Shengbo; Muth, Thilo; Renard, Bernhard Y.
2022
Wissenschaftlicher ArtikelAuthor Correction: VAMPnets for deep learning of molecular kineticsMardt, Andreas; Pasquali, Luca; Wu, Hao; Noé, Frank
2018
Wissenschaftlicher ArtikelAvoiding barren plateaus via transferability of smooth solutions in a Hamiltonian variational ansatzMele, Antonio Anna; Mbeng, Glen B.; Santoro, Giuseppe E.; Collura, Mario; Torta, Pietro
2022
Wissenschaftlicher ArtikelClassical Surrogates for Quantum Learning ModelsSchreiber, Franz J.; Eisert, Jens; Meyer, Johannes Jakob
2023
Wissenschaftlicher ArtikelClassification and regression of stenosis using an in-vitro pulse wave data set: Dependence on heart rate, waveform and locationMair, Alexander; Wisotzki, Michelle; Bernhard, Stefan
2022
DissertationClassifying and predicting surgical complications after laryngectomy using machine learningKönen, Lukas
2024
Wissenschaftlicher ArtikelCoarse graining molecular dynamics with graph neural networksHusic, Brooke Elena; Charron, Nicholas E.; Lemm, Dominik; Wang, Jiang; Pérez, Adrià; Majewski, Maciej; Krämer, Andreas; Chen, Yaoyi; Olsson, Simon; de Fabritiis, Gianni; Noe, Frank; Clementi, Cecilia
2020
Wissenschaftlicher ArtikelComputational approaches to predicting treatment response to obesity using neuroimagingKozarzewski, Leonard; Maurer, Lukas; Mähler, Anja; Spranger, Joachim; Weygandt, Martin
2021
Wissenschaftlicher ArtikelComputational methods for prediction of in vitro effects of new chemical structuresBanerjee, Priyanka; Siramshetty, Vishal B.; Drwal, Malgorzata N.; Preissner, Robert
2016
Wissenschaftlicher ArtikelDeep learning for detection of radiographic sacroiliitis: achieving expert-level performanceBressem, Keno K.; Vahldiek, Janis L.; Adams, Lisa; Niehues, Stefan Markus; Haibel, Hildrun; Rodriguez, Valeria Rios; Torgutalp, Murat; Protopopov, Mikhail; Proft, Fabian; Rademacher, Judith; Sieper, Joachim; Rudwaleit, Martin; Hamm, Bernd; Makowski, Marcus R.; Hermann, Kay-Geert; Poddubnyy, Denis
2021
Wissenschaftlicher ArtikelDeep learning to decompose macromolecules into independent Markovian domainsMardt, Andreas; Hempel, Tim; Clementi, Cecilia; Noé, Frank
2022
DissertationDeterminants Influencing Educational Outcome Inequality in China: The Role of Effort and Contextual FactorsJin, Xin
2023
Wissenschaftlicher ArtikelEfficient implementation of atom-density representationsMusil, Felix; Veit, Max; Goscinski, Alexander; Fraux, Guillaume; Willatt, Michael J.; Stricker, Markus; Junge, Till; Ceriotti, Michele
2022
Wissenschaftlicher ArtikelEnsemble learning of coarse-grained molecular dynamics force fields with a kernel approachWang, Jiang; Chmiela, Stefan; Müller, Klaus-Robert; Noe, Frank; Clementi, Cecilia
2020
Wissenschaftlicher ArtikelEstimating and abstracting the 3D structure of feline bones using neural networks on X-ray (2D) imagesČavojská, Jana; Petrasch, Julian; Mattern, Denny; Lehmann, Nicolas Jens; Voisard, Agnès; Böttcher, Peter
2020