Machine learning techniques on homological persistence features for prostate cancer diagnosis

Autor: Abbas Rammal, Rabih Assaf, Alban Goupil, Mohammad Kacim, Valeriu Vrabie

Publikováno v: BMC Bioinformatics, Vol 23, Iss 1, Pp 1-22 (2022)

Abstract The rapid evolution of image processing equipment and techniques ensures the development of novel picture analysis methodologies. One of the most powerful yet computationally possible algebraic techniques for measuring the topological charac

Externí odkaz: https://doaj.org/article/271f092438a54492b9ce3194ff3f1ee5

Prevalence of and risk factors associated with cesarean section in Lebanon — A retrospective study based on a sample of 29,270 women

Autor: Karel Kostev, Mohammad Kacim, Sandy M. Zgheib

Publikováno v: Women and Birth. 30:e265-e271

Background During the last decades, there has been an alarming and dramatic increase in the number of cesarean births in both developed and undeveloped countries. This increase has not been clinically justified but, nevertheless, has raised an import

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2089b2adced4a4e4909c0c5eb9e6fd2d
https://doi.org/10.1016/j.wombi.2017.05.003

Topological persistence based on pixels for object segmentation in biomedical images

Autor: Valeriu Vrabie, Mohammad Kacim, Alban Goupil, Rabih Assaf

Publikováno v: International Conference on Advances in Biomedical Engineering (ICABME)
International Conference on Advances in Biomedical Engineering (ICABME), 2017, Beirut, Lebanon. pp.1-4, ⟨10.1109/ICABME.2017.8167531⟩

In this paper, we show that topological persistence can be employed in biomedical image processing to perform object segmentation. First we model the pixels of the image by combinatorial transformation into a cubical complex that we will call the pix

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a6992d7ffd67a8ea2e83d62d8df73144
https://doi.org/10.1109/icabme.2017.8167531

Truncations of multilinear Hankel operators.

Autor: Aline Bonami, Sandrine Grellier, Mohammad Kacim

Publikováno v: Transactions of the American Mathematical Society; Oct2007, Vol. 360 Issue 3, p1377-1390, 14p

2D+t track detection via relative persistent homology.

Autor: Assaf, Rabih^1,2 (AUTHOR) rabih.assaf@ul.edu.lb, Goupil, Alban³ (AUTHOR), Rammal, Abbas^1,4 (AUTHOR), Vrabie, Valeriu³ (AUTHOR), Kacim, Mohammad² (AUTHOR)

Publikováno v: International Journal of Imaging Systems & Technology. Jun2021, Vol. 31 Issue 2, p753-762. 10p.