Hidden Markov Model-Based Prokaryotic Genome Space Mining Reveals the Widespread Pervasiveness of Complex I and Its Potential Evolutionary Scheme. [PDF]
Shirsath A +4 more
europepmc +1 more source
Abstract Understanding patient responses to periodontal regeneration is crucial. This systematic review and meta‐analysis addressed two key questions: (a) the impact of periodontal regeneration on patient‐reported outcome measures (PROMs) for intrabony and furcation involvement and (b) the cost‐effectiveness of periodontal regeneration for treating ...
Zhaozhao Chen +2 more
wiley +1 more source
Research on the dynamic evolution mechanism of disruptive technology based on the BERTopic model and Hidden Markov Model: A case study of industrial Internet technology. [PDF]
Yang H, Chen S, Yang X.
europepmc +1 more source
ABSTRACT Two major tasks in applications of hidden Markov models are to (i) compute distributions of summary statistics of the hidden state sequence, and (ii) decode the hidden state sequence. We describe finite Markov chain imbedding (FMCI) and hybrid decoding to solve each of these two tasks.
Zenia Elise Damgaard Bæk +3 more
wiley +1 more source
Single-Channel Sleep EEG Classification Method Based on LSTM and Hidden Markov Model. [PDF]
Chen W, Cai Y, Li A, Su Y, Jiang K.
europepmc +1 more source
The influence of observation sequence features on the performance of the Bayesian hidden Markov model: A Monte Carlo simulation study. [PDF]
Simons JW, Boverhof BJ, Aarts E.
europepmc +1 more source
A recurrent neural network and parallel hidden Markov model algorithm to segment and detect heart murmurs in phonocardiograms. [PDF]
McDonald A, Gales MJF, Agarwal A.
europepmc +1 more source
Is the World Getting Smaller? Network‐Driven Heterogeneity in Gravity‐Model Elasticities
ABSTRACT Gravity models constitute the workhorse of empirical international trade research, yet the temporal stability of their core parameters—distance and GDP elasticities—remains underexplored, particularly in relation to the evolving structure of trade networks.
Zsolt T. Kosztyán +2 more
wiley +1 more source
Place Recognition through Multiple LiDAR Scans Based on the Hidden Markov Model. [PDF]
Gui L, Zeng C, Luo J, Yang X.
europepmc +1 more source
Translating cardiovascular ion channel and Ca2+ signalling mechanisms into therapeutic insights
Abstract figure legend This white paper integrates mechanistic discoveries across ion channel biology, Ca2+ signalling and multiscale cardiovascular physiology to highlight new opportunities for accelerating research and guiding next‐generation therapies. Printed with permission from ®Anita Impagliazzo Medical Illustration. [Correction added on 2 March
Silvia Marchianò +18 more
wiley +1 more source

