Browse Weitere wissenschaftliche Publikationen by Keyword "Machine learning"

Refubium - Freie Universität Berlin Repository

Breadcrumbs Navigation

Browse Weitere wissenschaftliche Publikationen 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 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
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
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
Wissenschaftlicher ArtikelExplainable artificial intelligence for photovoltaic fault detection: A comparison of instrumentsUtama, Christian; Meske, Christian; Schneider, Johannes; Schlatmann, Rutger; Ulbrich, Carolin
2023
Wissenschaftlicher ArtikelExploiting Symmetry in Variational Quantum Machine LearningMeyer, Johannes Jakob; Mularski, Marian; Gil-Fuster, Elies; Mele, Antonio Anna; Arzani, Francesco; Wilms, Alissa; Eisert, Jens
2023
Wissenschaftlicher ArtikelGaussian process regression adaptive density-guided approach: Toward calculations of potential energy surfaces for larger moleculesArtiukhin, Denis G.; Godtliebsen, Ian H.; Schmitz, Gunnar; Christiansen, Ove
2023