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Hidden Markov models

Systematic in silico discovery of novel solute carrier-like proteins from proteomes

Gergely Gyimesi, Matthias A. Hediger

published 28 Jul 2022

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China’s GDP forecasting using Long Short Term Memory Recurrent Neural Network and Hidden Markov Model

Junhuan Zhang, Jiaqi Wen, Zhen Yang

published 17 Jun 2022

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Supervised learning using routine surveillance data improves outbreak detection of Salmonella and Campylobacter infections in Germany

Benedikt Zacher, Irina Czogiel

published 05 May 2022

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Charting host-microbe co-metabolism in skin aging and application to metagenomics data

Wynand Alkema, Jos Boekhorst, Robyn T. Eijlander, Steve Schnittger, Fini De Gruyter, Sabina Lukovac, Kurt Schilling, Guus A. M. Kortman

published 10 Nov 2021

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Detection of structural variations in densely-labelled optical DNA barcodes: A hidden Markov model approach

Albertas Dvirnas, Callum Stewart, Vilhelm Müller, Santosh Kumar Bikkarolla, Karolin Frykholm, Linus Sandegren, Erik Kristiansson, Fredrik Westerlund, Tobias Ambjörnsson

published 05 Nov 2021

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The GH19 Engineering Database: Sequence diversity, substrate scope, and evolution in glycoside hydrolase family 19

Marco Orlando, Patrick C. F. Buchholz, Marina Lotti, Jürgen Pleiss

published 26 Oct 2021

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Disease progression of 213 patients hospitalized with Covid-19 in the Czech Republic in March–October 2020: An exploratory analysis

Martin Modrák, Paul-Christian Bürkner, Tomáš Sieger, Tomáš Slisz, Martina Vašáková, Grigorij Mesežnikov, Luis Fernando Casas-Mendez, Jaromír Vajter, Jan Táborský, Viktor Kubricht, Daniel Suk, Jan Horejsek, Martin Jedlička, Adriana Mifková, Adam Jaroš, Miroslav Kubiska, Jana Váchalová, Robin Šín, Markéta Veverková, Zbyšek Pospíšil, Julie Vohryzková, Rebeka Pokrievková, Kristián Hrušák, Kristína Christozova, Vianey Leos-Barajas, Karel Fišer, Tomáš Hyánek

published 06 Oct 2021

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Off-chip prefetching based on Hidden Markov Model for non-volatile memory architectures

Adrián Lamela, Óscar G. Ossorio, Guillermo Vinuesa, Benjamín Sahelices

published 14 Sep 2021

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Finding differentially expressed sRNA-Seq regions with srnadiff

Matthias Zytnicki, Ignacio González

published 20 Aug 2021

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The Shortest Duration Constrained Hidden Markov Model: Data denoise and forecast optimization on the country-product matrix for the Fitness-Complexity Algorithm

Pengcheng Song, Xiangyu Zong, Ximing Chen, Qin Zhao, Lubingzhi Guo

published 26 Jul 2021

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Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia

John H. Abel, Marcus A. Badgeley, Benyamin Meschede-Krasa, Gabriel Schamberg, Indie C. Garwood, Kimaya Lecamwasam, Sourish Chakravarty, David W. Zhou, Matthew Keating, Patrick L. Purdon, Emery N. Brown

published 06 May 2021

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A fused-image-based approach to detect obstructive sleep apnea using a single-lead ECG and a 2D convolutional neural network

S. M. Isuru Niroshana, Xin Zhu, Keijiro Nakamura, Wenxi Chen

published 26 Apr 2021

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Mix and match: Patchwork domain evolution of the land plant-specific Ca²⁺-permeable mechanosensitive channel MCA

Kanae Nishii, Michael Möller, Hidetoshi Iida

published 15 Apr 2021

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