3D in vivo Magnetic Particle Imaging of Human Stem Cell-Derived Islet Organoid Transplantation Using a Machine Learning Algorithm

A Sun, H Hayat, S Liu, E Tull, JO Bishop… - Frontiers in Cell and …, 2021 - frontiersin.org
Stem cell-derived islet organoids constitute a promising treatment of type 1 diabetes. A
major hurdle in the field is the lack of appropriate in vivo method to determine graft outcome …

Artificial intelligence analysis of magnetic particle imaging for islet transplantation in a mouse model

H Hayat, A Sun, H Hayat, S Liu, N Talebloo… - Molecular imaging and …, 2021 - Springer
Purpose Current approaches to quantification of magnetic particle imaging (MPI) for cell-
based therapy are thwarted by the lack of reliable, standardized methods of segmenting the …

Applications in the Field of Bioinformatics

M Parvez, T Khan - A Guide to Applied Machine Learning for Biologists, 2023 - Springer
Bioinformatics is the field of science that harnesses the potential of computational tools to
analyze and interpret biological data. While this combination is highly useful for medical …

Applications in the Field of Bioinformatics

T Khan - A Guide to Applied Machine Learning For Biologists, 2023 - Springer
Getting familiar with the concepts of artificial intelligence (AI) and machine learning (ML) is
one thing, whereas building a system and training it to predict data in the form of an …