Advancing Anticancer Drug Discovery: Leveraging Metabolomics and Machine Learning for Mode of Action Prediction by Pattern Recognition.

Autor: Saoud M; Leibniz Institute of Plant Biochemistry, Dept. of Bioorganic Chemistry, Weinberg 3, 06120, Halle (Saale), Germany., Grau J; Martin Luther University Halle-Wittenberg, Institute of Computer Science, 06120, Halle (Saale), Germany., Rennert R; Leibniz Institute of Plant Biochemistry, Dept. of Bioorganic Chemistry, Weinberg 3, 06120, Halle (Saale), Germany., Mueller T; Martin Luther University Halle-Wittenberg, Medical Faculty, University Clinic for Internal Medicine IV (Hematology/Oncology), 06120, Halle (Saale), Germany., Yousefi M; Leibniz Institute of Plant Biochemistry, Dept. of Bioorganic Chemistry, Weinberg 3, 06120, Halle (Saale), Germany., Davari MD; Leibniz Institute of Plant Biochemistry, Dept. of Bioorganic Chemistry, Weinberg 3, 06120, Halle (Saale), Germany., Hause B; Leibniz Institute of Plant Biochemistry, Dept. of Cell and Metabolic Biology, Weinberg 3, 06120, Halle (Saale), Germany., Csuk R; Martin Luther University Halle-Wittenberg, Institute of Chemistry, Department of Organic and Bioorganic Chemistry, 06120, Halle (Saale), Germany., Rashan L; Dhofar University, Research Center, Frankincense Biodiversity Unit, Salalah, 211, Oman., Grosse I; Martin Luther University Halle-Wittenberg, Institute of Computer Science, 06120, Halle (Saale), Germany., Tissier A; Leibniz Institute of Plant Biochemistry, Dept. of Cell and Metabolic Biology, Weinberg 3, 06120, Halle (Saale), Germany., Wessjohann LA; Leibniz Institute of Plant Biochemistry, Dept. of Bioorganic Chemistry, Weinberg 3, 06120, Halle (Saale), Germany., Balcke GU; Leibniz Institute of Plant Biochemistry, Dept. of Cell and Metabolic Biology, Weinberg 3, 06120, Halle (Saale), Germany.

Publikováno v: Advanced science (Weinheim, Baden-Wurttemberg, Germany) [Adv Sci (Weinh)] 2024 Oct 21, pp. e2404085. Date of Electronic Publication: 2024 Oct 21.

Stable Distributions in Stochastic Fragmentation

Autor: Krapivsky, P. L., Ben-Naim, E., Grosse, I.

Publikováno v: J. Phys. A 37, 2863 (2004)

We investigate a class of stochastic fragmentation processes involving stable and unstable fragments. We solve analytically for the fragment length density and find that a generic algebraic divergence characterizes its small-size tail. Furthermore, t

Externí odkaz: http://arxiv.org/abs/cond-mat/0108547