11062b_75624026ad594fbd977a86bc9a798cd5~mv2

Contact Information

Department of Human and Social Sciences

University of Bergamo

Piazzale S. Agostino 2

24129 Bergamo (BG)

immagine13
tangherloni

Andrea Tangherloni, PhD

Experienced Postdoctoral Researcher at the University of Bergamo

andrea.tangherloni@unibg.it

andrea.tangherloni@arubapec.it

+39 035 2052933


twitter
linkedin

twitter
linkedin

I am a highly motivated researcher who aims at integrating cutting-edge computational strategies to mainly address biomedical problems.

Latest News 

Review Editor

Topic Editor

appliedscience
frontiers

Applied Sciences - MDPI

Computational Genomics - Frontiers

I am pleased to announce that I am one of the 
Review Editors in Computational Genomics​

I am pleased to announce that I have just joined the Topics Board Editors: "Biomedical Engineering"

Special Issue

Special Issue

frontiersbio
appliedscience

Applied Sciences - MDPI

Frontiers in Bioinformatics

We are pleased to announce the Special Issue:

"Artificial Intelligence applied to Medical Imaging and Computational Biology"

We are pleased to announce the Special Issue: 
"Artificial Intelligence Approaches for the Analysis and Integration of Omics Data"​

Research Interests

My main scientific interest is the combination of Computational Intelligence and Machine Learning approaches with High-Performance Computing strategies to deal with complex and computationally intensive biomedical problems. 

My research activities focus on the design and development of novel methods and strategies to address real biomedical problems. I constantly work to effectively and efficiently combine Computational Intelligence (e.g., Evolutionary Computation, Swarm Intelligence, Fuzzy Logic) and Machine Learning approaches with High-Performance Computing strategies (e.g., General-Purpose Computing on Graphics Processing Units) to tackle complex and/or intensive problems in Computational Biology, Bioinformatics (e.g., Dimensional Reduction), Computational Systems Biology (e.g., Simulation of large scale models, Parameter Estimation), and other bio- and medical-based areas (e.g., Image analysis, Pattern Recognition).

Research Interests

Riva SG, Cazzaniga P, Nobile MS, Spolaor S, Rundo L, Besozzi D, Tangherloni A (2021). SMGen: A generator of synthetic models of biochemical reaction networks. Symmetry, 14(1): 119. DOI: 10.3390/sym14010119


Castelli M, Manzoni L, Mariot L, Nobile MS, Tangherloni A (2021). Salp Swarm Optimization: a Critical Review. Expert Systems with Applications, 189: 116029.
​DOI: 10.1016/j.eswa.2021.116029


Tangherloni A, Nobile MS, Cazzaniga P, Capitoli G, Spolaor S, Rundo L, Mauri G, Besozzi D (2021). FiCoS: a fine- and coarse-grained GPU-powered deterministic simulator for biochemical networks. PLoS Computational Biology, 17(9): e1009410. DOI: 10.1371/journal.pcbi.1009410

Tangherloni A, Ricciuti F, Besozzi D, Liò P, Cvejic A (2021). Analysis of single-cell RNA sequencing data based on autoencoders. BMC Bioinformatics, 22(1): 309.
DOI: 10.1186/s12859-021-04150-3


Ranzoni AM*, Tangherloni A*, Berest I*, Riva SG, Myers B, Strzelecka PM, Xu J, Panada E, Mohorianu I, Zaugg JB, Cvejic A (2021). Integrative Single-Cell RNA-Seq and ATAC-Seq Analysis of Human Developmental Hematopoiesis. Cell Stem Cell, 28(3): 472-487. DOI: 10.1016/j.stem.2020.11.015
(* equal contribution)

Latest Publications​

Come creare un sito web con Flazio