Search Results - "Creed, Páidí"

Neural-signature methods for structured EHR prediction by Vauvelle, Andre, Creed, Paidi, Denaxas, Spiros

“…Models that can effectively represent structured Electronic Healthcare Records (EHR) are central to an increasing range of applications in healthcare. Due to…”
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Simultaneous sequencing of genetic and epigenetic bases in DNA by Füllgrabe, Jens, Gosal, Walraj S., Creed, Páidí, Liu, Sidong, Lumby, Casper K., Morley, David J., Ost, Tobias W. B., Vilella, Albert J., Yu, Shirong, Bignell, Helen, Burns, Philippa, Charlesworth, Tom, Fu, Beiyuan, Fordham, Howerd, Harding, Nicolas J., Gandelman, Olga, Golder, Paula, Hodson, Christopher, Li, Mengjie, Lila, Marjana, Liu, Yang, Mason, Joanne, Mellad, Jason, Monahan, Jack M., Nentwich, Oliver, Palmer, Alexandra, Steward, Michael, Taipale, Minna, Vandomme, Audrey, San-Bento, Rita Santo, Singhal, Ankita, Vivian, Julia, Wójtowicz, Natalia, Williams, Nathan, Walker, Nicolas J., Wong, Nicola C. H., Yalloway, Gary N., Holbrook, Joanna D., Balasubramanian, Shankar

“…DNA comprises molecular information stored in genetic and epigenetic bases, both of which are vital to our understanding of biology. Most DNA sequencing…”
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Sampling Eulerian orientations of triangular lattice graphs by Creed, Páidí

“…We consider the problem of sampling from the uniform distribution on the set of Eulerian orientations of subgraphs of the triangular lattice. Although Mihail…”
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The Tractability of CSP Classes Defined by Forbidden Patterns by Cohen, D. A., Cooper, M. C., Creed, P., Marx, D., Salamon, A. Z.

“…The constraint satisfaction problem (CSP) is a general problem central to computer science and artificial intelligence. Although the CSP is NP-hard in general,…”
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Abstract 6085: Leveraging targeted epigenetic and genetic detection for cost-effective cancer classification by Crawford, Robert, Krajacich, Ben, Lleshi, Ermira, Negrea, Aurel, Andreasen, Lisabet, Fullgrabe, Jens, Monahan, Jack, Morley, David, Puddu, Fabio, Walker, Donna McDade, Kruglyak, Semyon, Creed, Páidí

“…Abstract The combinatorial power of genetics and epigenetics is vital to understanding biology in healthy and cancerous states. Utilizing a recent novel…”
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The number of Euler tours of a random $d$-in/$d$-out graph by Creed, Páidí, Cryan, Mary

“…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…”
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Directed Graph Embeddings in Pseudo-Riemannian Manifolds by Sim, Aaron, Wiatrak, Maciej, Brayne, Angus, Creed, Páidí, Paliwal, Saee

“…The inductive biases of graph representation learning algorithms are often encoded in the background geometry of their embedding space. In this paper, we show…”
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Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness by Foster, Adam, Vezér, Árpi, Glastonbury, Craig A, Creed, Páidí, Abujudeh, Sam, Sim, Aaron

“…Learning meaningful representations of data that can address challenges such as batch effect correction and counterfactual inference is a central problem in…”
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Abstract 2299: More information from limited DNA: simultaneous measurement of genetics, 5hmC and 5mC in cell-free DNA by Charlesworth, Tom J., Puddu, Fabio, Crawford, Robert, Johansson, Annelie, Lleshi, Ermira, Modat, Aurelie, Scotcher, Jamie, Wilson, Michael, Harding, Nicholas, Teyssandier, Jean, Fullgrabe, Jens, Gosal, Walraj, Creed, Paidi

“…Abstract Liquid biopsy for profiling of cell free DNA (cfDNA) in blood holds huge promise to transform how we experience and manage cancer by early detection…”
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The number of Euler tours of a random directed graph by Creed, Páidí, Cryan, Mary

“…In this paper we obtain the expectation and variance of the number of Euler tours of a random Eulerian directed graph with fixed out-degree sequence. We use…”
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Abstract 6602: Refining liquid biopsy: generating more information from cell free DNA by Puddu, Fabio, Lumby, Casper K., Harding, Nick, Morley, David J., Scotcher, Jamie, Crawford, Robert, Füllgrabe, Jens, Gosal, Walraj S., Yu, Shirong, Brudzewsky, Daniel, Haywood, Jane, Tomoni, Andrada, Burns, Philippa, Holbrook, Joanna D., Creed, Paidi

“…Abstract Liquid biopsy for profiling of cell free DNA (cfDNA) in blood holds huge promise to transform how we experience and manage cancer by early detection…”
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The tractability of CSP classes defined by forbidden patterns by Cohen, David A, Cooper, Martin C, Creed, Páidí, Salamon, András Z

“…Journal Of Artificial Intelligence Research, Volume 45, pages 47-78, 2012 The constraint satisfaction problem (CSP) is a general problem central to computer…”
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Interpretable Graph Convolutional Neural Networks for Inference on Noisy Knowledge Graphs by Neil, Daniel, Briody, Joss, Lacoste, Alix, Sim, Aaron, Creed, Paidi, Saffari, Amir

“…In this work, we provide a new formulation for Graph Convolutional Neural Networks (GCNNs) for link prediction on graph data that addresses common challenges…”
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Sampling Eulerian orientations of triangular lattice graphs by Creed, Paidi

“…We consider the problem of sampling from the uniform distribution on the set of Eulerian orientations of subgraphs of the triangular lattice. Although it is…”
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An Algebraic Theory of Complexity for Discrete Optimisation by Cohen, David A, Cooper, Martin C, Creed, Paidi, Jeavons, Peter G, Zivny, Stanislav

“…SIAM Journal on Computing 42(5) 1915-1939 (2013) Discrete optimisation problems arise in many different areas and are studied under many different names. In…”
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