Zobrazeno 1 - 10
of 4 107
pro vyhledávání: '"A Sonabend"'
Humans are exposed to complex mixtures of environmental pollutants rather than single chemicals, necessitating methods to quantify the health effects of such mixtures. Research on environmental mixtures provides insights into realistic exposure scena
Externí odkaz:
http://arxiv.org/abs/2411.10858
Open-source software is released under an open-source licence, which means the software can be shared, adapted, and reshared without prejudice. In the context of open-source software, community managers manage the communities that contribute to the d
Externí odkaz:
http://arxiv.org/abs/2407.00345
Autor:
Burk, Lukas, Zobolas, John, Bischl, Bernd, Bender, Andreas, Wright, Marvin N., Sonabend, Raphael
This work presents the first large-scale neutral benchmark experiment focused on single-event, right-censored, low-dimensional survival data. Benchmark experiments are essential in methodological research to scientifically compare new and existing mo
Externí odkaz:
http://arxiv.org/abs/2406.04098
Scoring rules are an established way of comparing predictive performances across model classes. In the context of survival analysis, they require adaptation in order to accommodate censoring. This work investigates using scoring rules for model train
Externí odkaz:
http://arxiv.org/abs/2403.13150
This paper extends the FAIR (Findable, Accessible, Interoperable, Reusable) guidelines to provide criteria for assessing if software conforms to best practices in open source. By adding 'USE' (User-Centered, Sustainable, Equitable), software developm
Externí odkaz:
http://arxiv.org/abs/2402.02824
Publikováno v:
Artif Intell Rev 57, 65 (2024)
The influx of deep learning (DL) techniques into the field of survival analysis in recent years has led to substantial methodological progress; for instance, learning from unstructured or high-dimensional data such as images, text or omics data. In t
Externí odkaz:
http://arxiv.org/abs/2305.14961
Scoring rules promote rational and honest decision-making, which is becoming increasingly important for automated procedures in `auto-ML'. In this paper we survey common squared and logarithmic scoring rules for survival analysis and determine which
Externí odkaz:
http://arxiv.org/abs/2212.05260
Autor:
Víctor A. Arrieta, Andrew Gould, Kwang-Soo Kim, Karl J. Habashy, Crismita Dmello, Gustavo I. Vázquez-Cervantes, Irina Palacín-Aliana, Graysen McManus, Christina Amidei, Cristal Gomez, Silpol Dhiantravan, Li Chen, Daniel Y. Zhang, Ruth Saganty, Meghan E. Cholak, Surya Pandey, Matthew McCord, Kathleen McCortney, Brandyn Castro, Rachel Ward, Miguel Muzzio, Guillaume Bouchoux, Carole Desseaux, Michael Canney, Alexandre Carpentier, Bin Zhang, Jason M. Miska, Maciej S. Lesniak, Craig M. Horbinski, Rimas V. Lukas, Roger Stupp, Catalina Lee-Chang, Adam M. Sonabend
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract Given the marginal penetration of most drugs across the blood-brain barrier, the efficacy of various agents remains limited for glioblastoma (GBM). Here we employ low-intensity pulsed ultrasound (LIPU) and intravenously administered microbub
Externí odkaz:
https://doaj.org/article/79679c002d644430b29884550815aa26
Publikováno v:
Biologics, Vol 4, Iss 2, Pp 161-176 (2024)
Traumatic Brain Injury (TBI) is a debilitating condition that poses a significant public health concern. Historically linked to motor vehicle accidents, the epidemiology of TBI has evolved. Falls now emerge as the predominant cause, particularly amon
Externí odkaz:
https://doaj.org/article/75663a668b13416c91d41cc62d7e0ca4
Publikováno v:
JMIR Diabetes, Vol 9, p e53338 (2024)
BackgroundDiabetic ketoacidosis (DKA) is the leading cause of morbidity and mortality in pediatric type 1 diabetes (T1D), occurring in approximately 20% of patients, with an economic cost of $5.1 billion/year in the United States. Despite multiple ri
Externí odkaz:
https://doaj.org/article/7f70ad8c48d7476081f0dae1a0a2887f