How to customize common data models for rare diseases: an OMOP-based implementation and lessons learned. Orphanet journal of rare diseases, (19)1BioMed Central, London, 14.08.2024. [PUMA: topic_lifescience Diseases FIS_scads Humans, Rare]
Methods Used in the Development of Common Data Models for Health Data: Scoping Review. JMIR medical informatics, (11)JMIR Publications Inc., 03.08.2023. [PUMA: topic_lifescience FIS_scads imported]
Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration. Studies in health technology and informatics, (316):1472--1476, IOS Press, Amsterdam u. a., 22.08.2024. [PUMA: topic_lifescience Acute, Assessment, Care Electronic FIS_scads Health Hematology, Humans, Information Interoperability, Leukemia, Myeloid, Outcome Records,]
Challenges and applications in generative AI for clinical tabular data in physiology. Pflügers Archiv : European journal of physiology, Springer, Berlin u. a., 17.10.2024. [PUMA: topic_lifescience FIS_scads imported]
Netrank: network-based approach for biomarker discovery. BMC bioinformatics, (24)1BioMed Central, London, 29.07.2023. [PUMA: topic_lifescience Algorithms, Area Biomedical Curve, Disease FIS_scads Gene Humans, Library Progression, Research, Under]
Word-based GWAS harnesses the rich potential of genomic data for E. coli quinolone resistance. Frontiers in microbiology, (14):1276332, Frontiers Media S.A., 2023. [PUMA: topic_lifescience FIS_scads imported]
Diatom adhesive trail proteins acquired by horizontal gene transfer from bacteria serve as primers for marine biofilm formation. New Phytologist, (240)2:770--783, Wiley-Blackwell, Oxford u. a., 07.08.2023. [PUMA: topic_lifescience Adhesives/metabolism, Bacteria Biofilms, Diatoms/metabolism, FIS_scads Gene Horizontal, Transfer,]
Is Protein BLAST a thing of the past?. Nature communications, (14)1Nature Publishing Group, 11.12.2023. [PUMA: topic_lifescience Databases, FIS_scads Protein, Proteins/genetics]
The Rad52 SSAP superfamily and new insight into homologous recombination. Communications biology, (6)1Springer Nature, 23.01.2023. [PUMA: topic_lifescience DNA FIS_scads Homologous Protein/genetics Rad52 Recombination Recombination, Repair and]
Spontaneous flow instabilities of active polar fluids in three dimensions. Physical Review Research, (5)2American Physical Society, College Park, April 2023. [PUMA: topic_lifescience FIS_scads imported]
Inverse Dirichlet weighting enables reliable training of physics informed neural networks. Machine learning: science and technology, (3)1IOP Publishing Ltd., 15.02.2022. [PUMA: topic_lifescience ALGORITHM FIS_scads active catastrophic flow forgetting, gradient modeling, multi-objective multi-scale networks, neural physics-informed regularization, training, turbulence,]
STENCIL-NET for equation-free forecasting from data. Scientific reports, (13)1Nature Publishing Group, Dezember 2023. [PUMA: topic_lifescience FIS_scads imported]
A numerical solver for active hydrodynamics in three dimensions and its application to active turbulence. Physics of fluids, (35)10American Institute of Physics, 01.10.2023. [PUMA: topic_lifescience FIS_scads imported]
A Unifying Mathematical Definition of Particle Methods. IEEE open journal of the computer society : an open access publication of the IEEE Computer Society, (4):97--108, Institute of Electrical and Electronics Engineers Inc., 2023. [PUMA: topic_lifescience Algorithmics, FIS_scads algorithms, definition, engineering formal mesh-free methods, parallelization, particle simulation software]
Learning deterministic hydrodynamic equations from stochastic active particle dynamics. 21.01.2022. [PUMA: topic_lifescience FIS_scads cond-mat.soft, cs.LG, physics.data-an]
Parallel Discrete Convolutions on Adaptive Particle Representations of Images. IEEE Transactions on Image Processing, (31):4197--4212, Wiley-IEEE Press, 01.01.2022. [PUMA: topic_lifescience Convolution, Data FIS_scads Image Microscopy, Signal processing, reconstruction, resolution resolution, structures,]
A C++ Library for Memory Layout and Performance Portability of Scientific Applications. In Jeremy Singer, Yehia Elkhatib, Dora Blanco Heras, Patrick Diehl, Nick Brown, und Aleksandar Ilic (Hrsg.), Euro-Par 2022, 109--120, Springer Science and Business Media B.V., Germany, 2023. [PUMA: topic_lifescience C++ FIS_scads GPU, algorithms, generic layout, memory multi-core, performance portability tuples,]
Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems. Journal of computational physics, (491)Academic Press Inc., 15.10.2023. [PUMA: topic_lifescience Adaptive Artificial Bayesian Carlo, FIS_scads Hamiltonian Intelligence, Monte Multi-objective Quantification Uncertainty learning, networks, neural physics-informed training, weight]
Stability selection enables robust learning of differential equations from limited noisy data. Proceedings of the Royal Society of London : Series A, Mathematical, physical and engineering sciences, (478)2262Royal Society Publishing, Juni 2022. [PUMA: topic_lifescience FIS_scads PAR differential equations, learning learning, machine proteins, regression, selection, sparse stability statistical theory]
Genomic events stratifying prognosis of early gastric cancer. Gastric Cancer, 1--12, Springer, 2024. [PUMA: topic_lifescience area_bigdata ep imported]