Using information theory to search for co-evolving residues in proteins

LC Martin, GB Gloor, SD Dunn, LM Wahl - Bioinformatics, 2005 - academic.oup.com
Motivation: Some functionally important protein residues are easily detected since they
correspond to conserved columns in a multiple sequence alignment (MSA). However …

Mutual information in protein multiple sequence alignments reveals two classes of coevolving positions

GB Gloor, LC Martin, LM Wahl, SD Dunn - Biochemistry, 2005 - ACS Publications
Information theory was used to identify nonconserved coevolving positions in multiple
sequence alignments from a variety of protein families. Coevolving positions in these …

F-information measures in medical image registration

JPW Pluim, JBA Maintz… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
A measure for registration of medical images that currently draws much attention is mutual
information. The measure originates from information theory, but has been shown to be …

Using spanning graphs for efficient image registration

MR Sabuncu, P Ramadge - IEEE Transactions on Image …, 2008 - ieeexplore.ieee.org
We provide a detailed analysis of the use of minimal spanning graphs as an alignment
method for registering multimodal images. This yields an efficient graph theoretic algorithm …

Study on anatomical and functional medical image registration methods

S Gupta, P Gupta, VS Verma - Neurocomputing, 2021 - Elsevier
The purpose of this paper is to give an overview of various well known medical image
registration techniques with a special focus on registration between anatomical and …

Survey of image registration methods.

RD Eastman, NS Netanyahu… - Image registration for …, 2011 - books.google.com
Automatic image registration, bringing two images into alignment by computing a
moderately small set of transformation parameters, might seem a well-defined, limited …

Chronic wounds multimodal image database

M Kręcichwost, J Czajkowska, A Wijata… - … Medical Imaging and …, 2021 - Elsevier
A multimodal wound image database was created to allow fast development of computer-
aided approaches for wound healing monitoring. The developed system with parallel …

Tsallis mutual information for document classification

M Vila, A Bardera, M Feixas, M Sbert - Entropy, 2011 - mdpi.com
Mutual information is one of the mostly used measures for evaluating image similarity. In this
paper, we investigate the application of three different Tsallis-based generalizations of …

MIB-Net: Balance the mutual information flow in deep learning network for multi-dimensional segmentation of COVID-19 CT images

Z Yang, W Qi, SC Chan, HC Wu - Biomedical Signal Processing and …, 2024 - Elsevier
Computed tomography (CT) based lung screening followed by computer-vision-based
automated segmentation has great potential in early diagnosis of COVID-19, but low sample …

Distributional modelling in forestry and remote sensing

M Wang - 2005 - gala.gre.ac.uk
The use of distributional models in forestry is investigated, in terms of their capability of
modelling distributions of forest mensurational attributes, for modelling and inventory …