Contact Information
Department of Computing Sciences
Bocconi University
Via Guglielmo Röntgen 1
20136 Milan, Italy
Journal papers
2023
Tangherloni A, Riva SG, Myers B, Buffa FM, Cazzaniga P. MAGNETO: Marker pAnels GeNEraTor with multi-Objective optimization. Journal of Biomedical Informatics, accepted
2022
Riva SG, Cazzaniga P, Nobile MS, Spolaor S, Rundo L, Besozzi D, Tangherloni A. SMGen: A generator of synthetic models of biochemical reaction networks. Symmetry, 14(1): 119.
DOI: 10.3390/sym14010119
2021
Tangherloni A, Ricciuti F, Besozzi D, Liò P, Cvejic A. Analysis of single-cell RNA sequencing data based on autoencoders. BMC Bioinformatics, 22(1): 309.
DOI: 10.1186/s12859-021-04150-3
2020
Besozzi D, Manzoni L, Nobile MS, Spolaor S, Castelli M, Vanneschi L, Cazzaniga P, Ruberto S, Rundo L, Tangherloni A. Computational Intelligence for Life Sciences. Fundamenta Informaticae, 171(1-4), 57-80.
DOI: 10.3233/FI-2020-1872
2019
Tangherloni A, Spolaor S, Cazzaniga P, Besozzi D, Rundo L, Mauri G, Nobile MS. Biochemical parameter estimation vs. benchmark functions: A comparative study of optimization performance and representation design. Applied Soft Computing, 81: 105494.
DOI: 10.1016/j.asoc.2019.105494
Rundo L*, Tangherloni A*, Cazzaniga P, Nobile MS, Russo G, Gilardi MC, Vitabile S, Mauri G, Besozzi D, Militello C. A novel framework for MR image segmentation and quantification by using MedGA. Computer Methods and Programs in Biomedicine, 176(1): 59-172.
DOI: 10.1016/j.cmpb.2019.04.016 (* equal contribution)
Rundo L*, Tangherloni A*, Nobile MS, Militello C, Besozzi D, Mauri G, Cazzaniga P. MedGA: A Novel Evolutionary Method for Medical Image Enhancement in Medical Imaging Systems. Expert Systems with Applications, 119: 387-399. DOI: 10.1016/j.eswa.2018.11.013
(* equal contribution)
Rundo L, Han C, Nagano Y, Zhang J, Hataya R, Militello C, Tangherloni A, Nobile MS, Ferretti C, Besozzi D, Gilardi MC, Vitabile S, Mauri G, Nakayama H, Cazzaniga P. USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets. Neurocomputing, 365: 31-43.
DOI: 10.1016/j.neucom.2019.07.006
2018
Rundo L, Militello C, Tangherloni A, Russo G, Vitabile S, Gilardi MC, Mauri G. NeXt for neuro‐radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique. International Journal of Imaging Systems and Technology, 28(1): 21-37. DOI: 10.1002/ima.22253
2017
Tangherloni A, Nobile MS, Besozzi D, Mauri G, Cazzaniga P. LASSIE: simulating large-scale models of biochemical systems on GPUs. BMC Bioinformatics, 18(1): 246.
DOI: 10.1186/s12859-017-1666-0