Zobrazeno 1 - 10
of 2 678
pro vyhledávání: '"P, Theunissen"'
Autor:
Mouton, Coenraad, Rabe, Randle, Haasbroek, Daniël G., Theunissen, Marthinus W., Potgieter, Hermanus L., Davel, Marelie H.
It has been observed that the input space of deep neural network classifiers can exhibit `fragmentation', where the model function rapidly changes class as the input space is traversed. The severity of this fragmentation tends to follow the double de
Externí odkaz:
http://arxiv.org/abs/2411.04695
Autor:
Zhou, Hans Aoyang, Theunissen, Jan, Kemmerling, Marco, Abdelrazeq, Anas, Schleifenbaum, Johannes Henrich, Schmitt, Robert H.
Reliably manufacturing defect free products is still an open challenge for Laser Powder Bed Fusion processes. Particularly, pores that occur frequently have a negative impact on mechanical properties like fatigue performance. Therefore, an accurate l
Externí odkaz:
http://arxiv.org/abs/2408.02507
Autor:
Bert Heyrman, Stef Meers, Sélim Sid, Natalie Put, Koen Theunissen, Koen Van Eygen, Nathan De Beule, Maxime Clauwaert, Helena Maes, Alexander Salembier, Jan Lemmens, Ann Van De Velde, Dominik Selleslag, Jason Bouziotis, Ann De Becker, Sébastien Anguille
Publikováno v:
eJHaem, Vol 5, Iss 5, Pp 1096-1099 (2024)
Externí odkaz:
https://doaj.org/article/5c14e1ea2c234ebc8c0c1415f245281b
Autor:
Danwei Yao, Naomi Hill, Ben Brown, Dorian Gule, Matshidiso Chabane, Mfezi Mcingana, Kalai Willis, Vusi Shiba, Oluwasolape Olawore, Dawie Nel, Jacqueline Pienaar, Johanna Theunissen, Katherine Rucinski, Katie Reichert, Lauren Parmley, J. Joseph Lawrence, Stefan Baral, Amrita Rao
Publikováno v:
BMC Public Health, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background Key populations (KP), including men who have sex with men (MSM), female sex workers (FSW), and transgender women (TGW), experience a disproportionate burden of HIV, even in generalized epidemics like South Africa. Given this dispr
Externí odkaz:
https://doaj.org/article/f115c8eb54844bd5b0a3862925c99d78
Understanding generalization in deep neural networks is an active area of research. A promising avenue of exploration has been that of margin measurements: the shortest distance to the decision boundary for a given sample or its representation intern
Externí odkaz:
http://arxiv.org/abs/2308.15466
Autor:
Nadia R. P. W. Hutten, Conny W. E. M. Quaedflieg, Natasha L. Mason, Eef L. Theunissen, Matthias E. Liechti, Urs Duthaler, Kim P. C. Kuypers, Valerie Bonnelle, Amanda Feilding, Johannes G. Ramaekers
Publikováno v:
Translational Psychiatry, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract The repeated use of small doses of psychedelics (also referred to as “microdosing”) to facilitate benefits in mental health, cognition, and mood is a trending practice. Placebo-controlled studies however have largely failed to demonstrat
Externí odkaz:
https://doaj.org/article/2e3b94844f724d0b8588363b1ebe9d2a
Publikováno v:
In Communications in Computer and Information Science, vol 1734. Springer, Cham (2022)
Classification margins are commonly used to estimate the generalization ability of machine learning models. We present an empirical study of these margins in artificial neural networks. A global estimate of margin size is usually used in the literatu
Externí odkaz:
http://arxiv.org/abs/2302.06925
Autor:
Matilde Hens, Steven Declercq, Nicole Berens-Riha, Ula Maniewski, Caroline Theunissen, Steven Van Den Broucke, Felix De Bièvre, Isabel Brosius, Laurens Liesenborghs, Christophe Van Dijck, Christophe Burm, Inne Nauwelaers, Katleen Balliauw, Benjamin J. Visser, Emmanuel Bottieau, Patrick Soentjens
Publikováno v:
Travel Medicine and Infectious Disease, Vol 62, Iss , Pp 102761- (2024)
Background: We aimed to determine the timeliness of rabies post-exposure prophylaxis (PEP) and the proportion of individuals with an adequate antibody response post-PEP among those attending the Belgian national reference center. Methods: Retrospecti
Externí odkaz:
https://doaj.org/article/eab1b66bd509496da8abe96949f66d41
Autor:
Andreas De Paepe, Erika Vlieghe, Nele Brusselaers, Patrick Soentjens, Caroline Theunissen, Isabel Brosius, Jeroen Grouwels, Lida Van Petersen, Hanne van Tiggelen, Walter Verbrugghe, Philippe G Jorens, Thérèse Lapperre, Karen Peeters, Griet Vermeulen, Sabrina H van Ierssel
Publikováno v:
Virology Journal, Vol 21, Iss 1, Pp 1-11 (2024)
Abstract Purpose Few studies have compared patient characteristics, clinical management, and outcome of patients with COVID-19 between the different epidemic waves. In this study, we describe patient characteristics, treatment, and outcome of patient
Externí odkaz:
https://doaj.org/article/81d98d97be8842bb93022dbeb7b67294
Autor:
Wisanne M. Bakker, Maurice Theunissen, Elife Öztürk, Elisabeth Litjens, Annemie Courtens, Marieke H. J. van den Beuken- van Everdingen, Marc H. Hemmelder
Publikováno v:
BMC Nephrology, Vol 25, Iss 1, Pp 1-9 (2024)
Abstract Background Patients undergoing dialysis have an impaired health-related quality of life (HRQOL). There are conflicting data from small series on whether patient-related factors such as educational level have an impact on experienced HRQOL. T
Externí odkaz:
https://doaj.org/article/b482f623aa0f411399a4cc4587fb9498