Neural-signature methods for structured EHR prediction

Autor: Andre Vauvelle, Paidi Creed, Spiros Denaxas

Publikováno v: BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-12 (2022)

Abstract Models that can effectively represent structured Electronic Healthcare Records (EHR) are central to an increasing range of applications in healthcare. Due to the sequential nature of health data, Recurrent Neural Networks have emerged as the

Externí odkaz: https://doaj.org/article/13b46dc6cd0942beb2a6cbc8b94365dd

Accurate simultaneous sequencing of genetic and epigenetic bases in DNA

Autor: Jens Füllgrabe, Walraj S Gosal, Páidí Creed, Sidong Liu, Casper K Lumby, David J Morley, Tobias W B Ost, Albert J Vilella, Shirong Yu, Helen Bignell, Philippa Burns, Tom Charlesworth, Beiyuan Fu, Howerd Fordham, Nick Harding, Olga Gandelman, Paula Golder, Christopher Hodson, Mengjie Li, Marjana Lila, Yang Liu, Joanne Mason, Jason Mellad, Jack Monahan, Oliver Nentwich, Alexandra Palmer, Michael Steward, Minna Taipale, Audrey Vandomme, Rita Santo San-Bento, Ankita Singhal, Julia Vivian, Natalia Wójtowicz, Nathan Williams, Nicolas J Walker, Nicola C H Wong, Gary Yalloway, Joanna D Holbrook, Shankar Balasubaramanian

DNA comprises molecular information stored via genetic bases (G, C, T, A) and also epigenetic bases, principally 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC). Both genetic and epigenetic information are vital to our understanding of biol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ac2af7acf13559572475f1c21b6cbf27
https://doi.org/10.1101/2022.07.08.499285

THERMAL TEST SCHEDULING USING CONSTRAINT PROGRAMMING

Autor: Doug Cokely, Páidí Creed, James Little, Steve Berry, Suresh Goyal

Publikováno v: IFAC Proceedings Volumes. 39:113-117

Temperature cycling test is one of the key stages in the process of testing circuit packs in telecommunications. To obtain a good overall test schedule requires that the thermal test is carried out efficiently i.e. with the minimum number of runs and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d42e6512b9ffb2644b80fb4168dcce4d
https://doi.org/10.3182/20060517-3-fr-2903.00068

On Minimal Weighted Clones

Autor: Páidí Creed, Stanislav Živny

Publikováno v: Principles and Practice of Constraint Programming – CP 2011 ISBN: 9783642237850
CP

The connection between the complexity of constraint languages and clone theory, discovered by Cohen and Jeavons in a series of papers, has been a fruitful line of research on the complexity of CSPs. In a recent result, Cohen et al. [14] have establis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b77b7b3fa711f1340cb1cf169cbede9c
https://doi.org/10.1007/978-3-642-23786-7_18

The number of Euler tours of a random $d$-in/$d$-out graph

Autor: Mary Cryan, Páidí Creed

Publikováno v: Discrete Mathematics and Theoretical Computer Science
21st International Meeting on Probabilistic, Combinatorial, and Asymptotic Methods in the Analysis of Algorithms (AofA'10)
21st International Meeting on Probabilistic, Combinatorial, and Asymptotic Methods in the Analysis of Algorithms (AofA'10), 2010, Vienna, Austria. pp.117-128

In this paper we obtain the expectation and variance of the number of Euler tours of a random $d$-in/$d$-out directed graph, for $d \geq 2$. We use this to obtain the asymptotic distribution and prove a concentration result. We are then able to show

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::20a5bfd401c2ffe6465046519706f6fd
https://dmtcs.episciences.org/2787