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Št. zadetkov: 3
Genome representation and comparison using embeddings
Tilen Kopač, Tomaž Curk, Roman Kern
Magistrsko delo
Oznake: bioinformatics;autoencoder;embedding;computer science;computer and information science;master's thesis;
The rise of modern DNA sequencing methods and tools has led to an abundance of readily available genomic data. Since identifying the locations of genes and coding regions in novel organisms is a time-intensive process, we endeavored to create a pipeline, which produces informative embeddings from ra ...
Leto: 2021 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Treatment outcome clustering patterns correspond to discrete asthma phenotypes in children
Ivana Banić, Mario Lovrić, Gerald Cuder, Roman Kern, Matija Rijavec, Peter Korošec, Mirjana Kljajić-Turkalj
Izvirni znanstveni članek
Oznake: fenotipi;astma pri otrocih;razvrščanje po skupinah;phenotypes;childhood asthma;clustering;
Despite widely and regularly used therapy asthma in children is not fully controlled. Recognizing the complexity of asthma phenotypes and endotypes imposed the concept of precision medicine in asthma treatment. By applying machine learning algorithms assessed with respect to their accuracy in predic ...
Leto: 2021 Vir: Digitalni repozitorij raziskovalnih organizacij Slovenije
Heterogeneous response of airway eosinophilia to anti-IL-5 biologics in severe asthma patients
Maruša Kopač, Matija Rijavec, Peter Korošec, Urška Bidovec, Izidor Kern, Romana Vantur, Sabina Škrgat-Kristan, Sabina Škrgat-Kristan
Izvirni znanstveni članek
Oznake: težka astma;anti-IL-5 biološka zdravila;eozinofilija;dihalne poti;sputum;
Many questions concerning responders (R) and nonresponders (NR) in severe eosinophilic asthma (SEA) after blocking the IL-5 (interleukin 5) pathway are still not clear, especially regarding the early parameters of response to biologics in personalized treatment strategies. We evaluated 17 SEA patien ...
Leto: 2022 Vir: Digitalni repozitorij raziskovalnih organizacij Slovenije
Št. zadetkov: 3
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