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pro vyhledávání: '"Schuppert A"'
Kolmogorov-Arnold Networks (KANs) offer an efficient and interpretable alternative to traditional multi-layer perceptron (MLP) architectures due to their finite network topology. However, according to the results of Kolmogorov and Vitushkin, the repr
Externí odkaz:
http://arxiv.org/abs/2405.11318
Over the last few years, with the growth of time-series collecting and storing, there has been a great demand for tools and software for temporal data engineering and modeling. This paper presents a generic workflow for time series data research, inc
Externí odkaz:
http://arxiv.org/abs/2310.14427
Autor:
Jeyashree Krishnan, Zeyu Lian, Pieter E. Oomen, Mohaddeseh Amir-Aref, Xiulan He, Soodabeh Majdi, Andreas Schuppert, Andrew Ewing
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Amperometry is a commonly used electrochemical method for studying the process of exocytosis in real-time. Given the high precision of recording that amperometry procedures offer, the volume of data generated can span over several hundreds o
Externí odkaz:
https://doaj.org/article/f21abf6f31274ead84e44b60bb8c8475
Autor:
C. I. Philippi, J. Hagens, K. M. Heuer, H. C. Schmidt, P. Schuppert, L. Pagerols Raluy, M. Trochimiuk, Z. Li, M. J. Bunders, K. Reinshagen, C. Tomuschat
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract This study explores the application of the RIP3-caspase3-assay in heterogeneous spheroid cultures to analyze cell death pathways, emphasizing the nuanced roles of apoptosis and necroptosis. By employing directly conjugated monoclonal antibod
Externí odkaz:
https://doaj.org/article/87996718065d4aaa9f3b411fe6dbe7d0
Autor:
Krishnan, Jeyashree, Lian, Zeyu, Oomen, Pieter E., He, Xiulan, Majdi, Soodabeh, Schuppert, Andreas, Ewing, Andrew
Amperometry is a commonly used electrochemical method for studying the process of exocytosis in real-time. Given the high precision of recording that amperometry procedures offer, the volume of data generated can span over several hundreds of megabyt
Externí odkaz:
http://arxiv.org/abs/2302.02692
Autor:
Krishnan, Jeyashree, Lian, Zeyu, Oomen, Pieter E., He, Xiulan, Majdi, Soodabeh, Schuppert, Andreas, Ewing, Andrew
Elucidating exocytosis processes provide insights into cellular neurotransmission mechanisms, and may have potential in neurodegenerative diseases research. Amperometry is an established electrochemical method for the detection of neurotransmitters r
Externí odkaz:
http://arxiv.org/abs/2302.02650
Autor:
Felix Creutzig, Sophia Becker, Peter Berrill, Constanze Bongs, Alexandra Bussler, Ben Cave, Sara M. Constantino, Marcus Grant, Niko Heeren, Eva Heinen, Marie Josefine Hintz, Timothee Ingen-Housz, Eric Johnson, Nina Kolleck, Charlotte Liotta, Sylvia Lorek, Giulio Mattioli, Leila Niamir, Timon McPhearson, Nikola Milojevic-Dupont, Florian Nachtigall, Kai Nagel, Henriette Närger, Minal Pathak, Paola Perrin de Brichambaut, Diana Reckien, Lucia A. Reisch, Aromar Revi, Fabian Schuppert, Andrew Sudmant, Felix Wagner, Janina Walkenhorst, Elke Weber, Michael Wilmes, Charlie Wilson, Aicha Zekar
Publikováno v:
npj Urban Sustainability, Vol 4, Iss 1, Pp 1-14 (2024)
Abstract Cities and other human settlements are major contributors to climate change and are highly vulnerable to its impacts. They are also uniquely positioned to reduce greenhouse gas emissions and lead adaptation efforts. These compound challenges
Externí odkaz:
https://doaj.org/article/183d18232b5844d3b2436f3d2c29ba13
Autor:
Marta C. Nunes, Edward Thommes, Holger Fröhlich, Antoine Flahault, Julien Arino, Marc Baguelin, Matthew Biggerstaff, Gaston Bizel-Bizellot, Rebecca Borchering, Giacomo Cacciapaglia, Simon Cauchemez, Alex Barbier--Chebbah, Carsten Claussen, Christine Choirat, Monica Cojocaru, Catherine Commaille-Chapus, Chitin Hon, Jude Kong, Nicolas Lambert, Katharina B. Lauer, Thorsten Lehr, Cédric Mahe, Vincent Marechal, Adel Mebarki, Seyed Moghadas, Rene Niehus, Lulla Opatowski, Francesco Parino, Gery Pruvost, Andreas Schuppert, Rodolphe Thiébaut, Andrea Thomas-Bachli, Cecile Viboud, Jianhong Wu, Pascal Crépey, Laurent Coudeville
Publikováno v:
Infectious Disease Modelling, Vol 9, Iss 2, Pp 501-518 (2024)
In July 2023, the Center of Excellence in Respiratory Pathogens organized a two-day workshop on infectious diseases modelling and the lessons learnt from the Covid-19 pandemic. This report summarizes the rich discussions that occurred during the work
Externí odkaz:
https://doaj.org/article/394af13192574e7db6e0839ecd721b80
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-19 (2024)
Abstract Background Classification of binary data arises naturally in many clinical applications, such as patient risk stratification through ICD codes. One of the key practical challenges in data classification using machine learning is to avoid ove
Externí odkaz:
https://doaj.org/article/201a4f4475c943f7911946d26a3bce50
Autor:
Moein E. Samadi, Jorge Guzman-Maldonado, Kateryna Nikulina, Hedieh Mirzaieazar, Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Andreas Schuppert
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-21 (2024)
Abstract The development of reliable mortality risk stratification models is an active research area in computational healthcare. Mortality risk stratification provides a standard to assist physicians in evaluating a patient’s condition or prognosi
Externí odkaz:
https://doaj.org/article/fb473d74a042418b9eb0ef2e1b859041