Dieter Galea
Overview
Explore the profile of Dieter Galea including associated specialties, affiliations and a list of published articles.
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12
Citations
302
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0
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Recent Articles
1.
Veselkov K, Gonzalez G, Aljifri S, Galea D, Mirnezami R, Youssef J, et al.
Sci Rep
. 2019 Jul;
9(1):9237.
PMID: 31270435
Recent data indicate that up-to 30-40% of cancers can be prevented by dietary and lifestyle measures alone. Herein, we introduce a unique network-based machine learning platform to identify putative food-based...
2.
Koumpa F, Xylas D, Konopka M, Galea D, Veselkov K, Antoniou A, et al.
Gastroenterol Res Pract
. 2019 May;
2019:5180895.
PMID: 31065262
Colorectal peritoneal metastases (CPM) are associated with abbreviated survival and significantly impaired quality of life. In patients with CPM, radical multimodality treatment consisting of cytoreductive surgery (CRS) combined with hyperthermic...
3.
Poynter L, Galea D, Veselkov K, Mirnezami A, Kinross J, Nicholson J, et al.
Clin Colorectal Cancer
. 2019 Apr;
18(2):e210-e222.
PMID: 30928329
Preoperative radiotherapy (RT) plays an important role in the management of locally advanced rectal cancer (RC). Tumor regression after RT shows marked variability, and robust molecular methods are needed to...
4.
Krokowski S, Lobato-Marquez D, Chastanet A, Pereira P, Angelis D, Galea D, et al.
Cell Host Microbe
. 2018 Dec;
24(6):866-874.e4.
PMID: 30543779
The cytoskeleton occupies a central role in cellular immunity by promoting bacterial sensing and antibacterial functions. Septins are cytoskeletal proteins implicated in various cellular processes, including cell division. Septins also...
5.
Galea D, Laponogov I, Veselkov K
Bioinformatics
. 2018 Mar;
34(14):2474-2482.
PMID: 29538614
Motivation: Recognition of biomedical entities from scientific text is a critical component of natural language processing and automated information extraction platforms. Modern named entity recognition approaches rely heavily on supervised...
6.
Veselkov K, Sleeman J, Claude E, Vissers J, Galea D, Mroz A, et al.
Sci Rep
. 2018 Mar;
8(1):4053.
PMID: 29511258
Mass Spectrometry Imaging (MSI) holds significant promise in augmenting digital histopathologic analysis by generating highly robust big data about the metabolic, lipidomic and proteomic molecular content of the samples. In...
7.
Laponogov I, Sadawi N, Galea D, Mirnezami R, Veselkov K
Bioinformatics
. 2018 Feb;
34(12):2096-2102.
PMID: 29447341
Motivation: High-resolution mass spectrometry permits simultaneous detection of thousands of different metabolites in biological samples; however, their automated annotation still presents a challenge due to the limited number of tailored...
8.
Bhome R, Goh R, Bullock M, Pillar N, Thirdborough S, Mellone M, et al.
Aging (Albany NY)
. 2017 Dec;
9(12):2666-2694.
PMID: 29283887
Colorectal cancer is a global disease with increasing incidence. Mortality is largely attributed to metastatic spread and therefore, a mechanistic dissection of the signals which influence tumor progression is needed....
9.
Galea D, Inglese P, Cammack L, Strittmatter N, Rebec M, Mirnezami R, et al.
Sci Rep
. 2017 Nov;
7(1):14981.
PMID: 29101330
Hierarchical classification (HC) stratifies and classifies data from broad classes into more specific classes. Unlike commonly used data classification strategies, this enables the probabilistic prediction of unknown classes at different...
10.
Kinross J, Mirnezami R, Alexander J, Brown R, Scott A, Galea D, et al.
Sci Rep
. 2017 Aug;
7(1):8979.
PMID: 28827587
Colon cancer induces a state of mucosal dysbiosis with associated niche specific changes in the gut microbiota. However, the key metabolic functions of these bacteria remain unclear. We performed a...