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Hidden Markov models

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

Gergely Gyimesi, Matthias A. Hediger

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

Junhuan Zhang, Jiaqi Wen, Zhen Yang

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

Benedikt Zacher, Irina Czogiel

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

Wynand Alkema, Jos Boekhorst, [ ... ], Guus A. M. Kortman

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

Albertas Dvirnas, Callum Stewart, [ ... ], Tobias Ambjörnsson

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

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 Hyánek

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

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

Finding differentially expressed sRNA-Seq regions with srnadiff

Matthias Zytnicki, Ignacio González

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, [ ... ], Lubingzhi Guo

Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia

John H. Abel, Marcus A. Badgeley, [ ... ], Emery N. Brown

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

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

Kanae Nishii, Michael Möller, Hidetoshi Iida

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