プロフィール詳細

プロジェクトを作成

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Emilio M.に依頼

China

PhD in Computational Biology focusing on viruses,7 years lecturer of bioinformatics at Centre for Infection and Genomics

プロフィール概要

I am Emilio Mastriani, and it is my pleasure to introduce myself to you. I got an MSc in computer science at the University of Catania (Italy) and a Ph.D. in computational biology at the Selinus University (Italy). Briefly, I worked last seven years at the HMU-UCCSM Centre for Infection and Genomics (Harbin Medical University) as a lecturer of bioinformatics. During that years, I gained more competencies in genetics, biology, and virology. I conducted researches on genomic breast cancer, ovarian cancer, salmonella virulence and differentiation, schizophrenia, SARS-CoV-2, and H. Andes virus. In my previous job in Italy, I worked as system administrator of a wide cluster (more than 2000CPU) based in Ubuntu and oriented to the HPC at the University of Catania. So, I can make scripting and develop computational models, both using machine learning or statistical learning. Currently, my list of published articles counts more than 40 manuscripts. I have enough confidence with bioinformatic pipelines, including Differential Cluster Analysis, Correlation Analysis, Gene Network and Ontological Analysis, Evolutionary Analysis, and Secondary/Tertiary protein Structure Prediction. I got the certification for "Mathematics for Machine Learning: Linear Algebra" by the Imperial College of London and I proficiently used the ML approach in my Ph.D. thesis (Unsupervised clustering approach to characterize the CpG Island distribution of the Andes Hantavirus). In addition, in most of my research projects (already published in some scientific journals), I frequently used R (as you can see by the list of my technical competencies), obtaining optimal results both for graphics and numeral correctness. I am sure that I will be the best choice to accomplish your project.

専門分野

• ★ Computational Biology
• ★ Genetics
• ★ Bioinformatics
• ☆ Virology
• ☆ Comparative Genomics
• ☆ Computer Science
• ☆ Machine Learning

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Market Research, Gap Analysis, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing

職務経験

Researcher

Harbin Medical University

7月 2014 - 現在

Bioinformatic Scientist

Harbin Medical University Genomics Research Center

1月 2014 - 3月 2021

Technology Assistant for research project

COMETA (University of Messina, University of Palermo, University of Catania)

9月 2009 - 8月 2014

Technology Assistant for research projects

Consortium COMETA (University of Catania)

9月 2006 - 6月 2009

System Administrator and Test Engineer

COMUNICANDO S.P.A

1月 2002 - 8月 2006

学歴

PhD (Computational Biology)

Selinus University

9月 2018 - 11月 2020

Master Degree (Mathematics and Computer Science)

University of Catania

9月 1996 - 11月 2000

認定資格

• Mathematics for Machine Learning: Linear Algebra

  Imperial College London.

  10月 2019 - 現在

• Synapses, Neurons and Brains

  Hebrew University of Jerusalem

  5月 2019 - 現在

• Understanding the Brain: The Neurobiology of Everyday Life

  University of Chicago

  6月 2017 - 現在

• 9th Advanced School on PARALLEL COMPUTING

  CINECA (Italy)

  2月 2013 - 現在

• Introduction to GPGPU and CUDA programming

  CINECA (Italy)

  5月 2012 - 現在

• International Summer School on Grid Computing

  University of Edinburgh

  7月 2007 - 現在

• Advanced Course on Parallel Computing and Grid Computing

  Astrophysical Observatory of Catania

  9月 2006 - 現在

• Scientific Programming Environment in Linux / Unix

  CINECA (Italy)

  5月 2005 - 現在

出版物

JOURNAL ARTICLE

Isolating SARS-CoV-2 Strains From Countries in the Same Meridian: Genome Evolutionary Analysis Mastriani E, Rakov AV, Liu SL Isolating SARS-CoV-2 Strains From Countries in the Same Meridian: Genome Evolutionary Analysis JMIR Bioinformatics Biotechnol 2021;2(1):e25995 URL: https://bioinform.jmir.org/2021/1/e25995 DOI: 10.2196/25995 . JMIR BIOINFORMATICS AND BIOTECHNOLOGY.

Mastriani, Emilio, Rakov, Alexey V, Liu, Shu-Lin (2021). Isolating SARS-CoV-2 Strains From Countries in the Same Meridian: Genome Evolutionary Analysis . JMIR Bioinformatics and Biotechnology.

Emilio Mastriani, Shu-Lin Liu (2021). Unsupervised Clustering characterizes the CPG dinucleotides distribution of the Andes hantavirus . BioRxiv.

(2020). Differential Expression Analysis on Schizophrenia Dataset Suggests Pseudogene RNU6-505P as under Selective Pressure . International Annals of Science.

Rakov AV, Mastriani E, Liu SL, Schifferli DM(2019). Association of Salmonella virulence factor alleles with intestinal and invasive serovars . BMC genomics.

Liu H, Zeng Z, Afsharpad M, Lin C, Wang S, Yang H, Liu S, Kelemen LE, Xu W, Ma W, et al.(2019). Overexpression of IGF2BP3 as a Potential Oncogene in Ovarian Clear Cell Carcinoma . Frontiers in Oncology.

Mastriani E, Zhai R, Zhu S(2018). Microarray-Based MicroRNA Expression Data Analysis with Bioconductor . Methods in molecular biology (Clifton, N.J.).

Liu H, Zeng Z, Wang S, Li T, Mastriani E, Li QH, Bao HX, Zhou YJ, Wang X, Liu Y, et al.(2017). Main components of pomegranate, ellagic acid and luteolin, inhibit metastasis of ovarian cancer by down-regulating MMP2 and MMP9 . Cancer biology & therapy.

Tang L, Mastriani E, Zhou YJ, Zhu S, Fang X, Liu YP, Liu WQ, Li YG, Johnston RN, Guo Z, et al.(2017). Differential degeneration of the ACTAGT sequence among Salmonella: a reflection of distinct nucleotide amelioration patterns during bacterial divergence . Scientific reports.

Liu H, Liu J, Wang S, Zeng Z, Li T, Liu Y, Mastriani E, Li QH, Bao HX, Zhou YJ, et al.(2017). Enterolactone has stronger effects than enterodiol on ovarian cancer . Journal of ovarian research.

Tang, L., Zhu, S., Mastriani, E., Fang, X., Zhou, Y.-J., Li, Y.-G., Johnston, R.N., Guo, Z., Liu, G.-R., Liu, S.-L.(2017). Conserved intergenic sequences revealed by CTAG-profiling in Salmonella: Thermodynamic modeling for function prediction . Scientific Reports. 7.

Liu, H., Mastriani, E., Yan, Z.-Q., Yin, S.-Y., Zeng, Z., Wang, H., Li, Q.-H., Liu, H.-Y., Wang, X., Bao, H.-X., et al.(2016). SOX7 co-regulates Wnt/β-catenin signaling with Axin-2: Both expressed at low levels in breast cancer . Scientific Reports. 6.

Benenati, D., Cavalieri, S., Mastriani, E.(2011). Deploying SAP services on a grid . Civil-Comp Proceedings. 95.

Pennisi, M., Catanuto, R., Pappalardo, F., Motta, S., Mastriani, E., Cincotti, A.(2009). Simulated annealing and optimal protocols . Journal of Circuits, Systems and Computers. 18. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1565-1579.

Pappalardo, Francesco, Motta, Santo, Lollini, Pier Luigi, Mastriani, Emilio, Pennisi, Marzio (2007). Towards a personalized schedule with triplex vaccine . Applications of Fuzzy Sets Theory.

Pappalardo, F., Lollini, P-L., Motta, S., Mastriani, E. (2006). Model deconstruction of an immunoprevention vaccine . ADVANCES IN NATURAL COMPUTATION, PT 2.

Pappalardo, F., Motta, S., Lollini, P.-L., Mastriani, E.(2006). Analysis of vaccine's schedules using models . Cellular Immunology. 244. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 137-140.

Pappalardo, F, Mastriani, E, Lollini, PL, Motta, S (2006). Genetic algorithm against cancer . Fuzzy Logic and Applications.

PREPRINT

Emilio Mastriani and Alexey V. Rakov and Shu-Lin Liu(2020). An evolutionary analysis of the SARS-CoV-2 genomes from the countries in the same meridian . []. Cold Spring Harbor Laboratory

Rakov AV, Schifferli DM, Liu S, Mastriani E(2020). HamHeat: A fast and simple package for calculating Hamming distance from multiple sequence data for heatmap visualization .

OTHER

F. PAPPALARDO, S. MOTTA, P.-L. LOLLINI, E. MASTRIANI(2012). MATHS AGAINST CANCER . More Progresses in Analysis. {WORLD} {SCIENTIFIC}

CONFERENCE PAPER

Pappalardo, F., Calonaci, C., Pennisi, M., Mastriani, E., Motta, S.(2009). HAMFAST: Fast hamming distance computation . 2009 WRI World Congress on Computer Science and Information Engineering, CSIE 2009. 1. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 569-572.

Cutello, V., Mastriani, E., Pappalardo, F.(2002). An evolutionary algorithm for the T-constrained variation of Minimum Hitting Set problem . Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002. 1. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 366-371.

BOOK

Pappalardo, F., Motta, S., Lollini, P.L., Mastriani, E., Pennisi, M.(2007). Towards a personalized schedule with triplex vaccine . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4578 LNAI. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 620-626.

Pappalardo, F., Mastriani, E., Lollini, P.-L., Motta, S.(2006). Genetic algorithm against cancer . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3849 LNAI. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 223-228.

Pappalardo, F., Lollini, P.-L., Motta, S., Mastriani, E.(2006). Model deconstruction of an immunoprevention vaccine . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4222 LNCS - II. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 350-353.