Matheus Araújo, Ph.D.

Academic Degrees

• Ph.D in Computer Science from University of Minnesota, USA. (Fall 2017 - Fall 2021)

  • Area: Applied Machine Learning on Health Informatics

  • Thesis: Predicting Therapy Adherence: A Machine Learning Approach

  • Advisor: Jaideep Srivastava

  • Thesis Defense: Text Link and YouTube Link

• Master's Degree in Computer Science at Federal University of Minas Gerais (UFMG, Brazil). (July 2015 - July 2017)

  • Thesis: Machine Translation for Multilingual Sentence-level Sentiment Analysis (more info)

  • Adivisor: Fabricio Benevenuto

• Bachelor's Degree in Computer Science from Federal University of Minas Gerais

  • Studied at Michigan State University, East Lansing, MI, USA (2013/2-2014/2) - Brazil's Science Without Borders

Professional Experience:

• Project Staff at Cleveland Clinic's Sleep Disorders Center (Cleveland, OH - Feb 2022 , Current)

• Senior Data Scientist at IBM Chief Analytics Office (Armonk, NY - Summer Internship - 2021)

• Research Intern at Inspire Medical Systems (Minneapolis, US. May 2019 - May 2029, Sep 2021 - Jan 2022 ) .

• Volunteer ❤ Data Scientist at One Heart Health (Minneapolis 2019 - Today):

  • Role: Create an auscultation algorithm for congenital heart disease classification using deep learning (more info) and (more info).

• Data Science Intern at Nokia Bell Labs (Cambridge, UK. May 2018 - August 2018 ) .

• Research Assistant at Qatar Computer Research Institute (Doha, QA. September 2016 - June 2017) .

Publications

Here is a list of selected publications.

For more info check My Google Scholar

Teaching Experience

• • At University of Minnesota:

    • Lecturer of Introduction to Programming Concepts (CSCI 1133) [Fall 2020]. I loved this experience, and I'm proud that my students loved too: https://www.ratemyprofessors.com/ShowRatings.jsp?tid=2626883

    • TA of Introduction to Programming Concepts (CSCI 1133) [Spring 2019][Fall 2019]

    • TA of Practice of Database Systems (CSCI 4707) [Fall 2017][Spring 2018][Fall 2018]

  • At Federal University of Minas Gerais:

    • TA of Algorithms and Data Structures (DCC 003) [Spring 2016]

Grants and Sponsorship Awards

• Industrial Student Support [ Jan-Aug 2020 ]

  • Company: INSPIRE MEDICAL SYSTEMS

  • Project Role: Data analysis and applied machine learning on sleep apnea therapy.

Systems Developed

• Visualizing health-related interests in Arab League Countries: http://scdev5.qcri.org/sha/

• iFeel: A Sentiment Analysis Framework: www.ifeel.dcc.ufmg.br Docker Version

• PsyCalculator : Registered at Brazil Government Agency - INPI as : BR 51 2018 001063-6

Open Source Projects:

• pySocialWatcher: A Social Data Collector from Facebook Marketing API: https://github.com/maraujo/pySocialWatcher

Used at:

• • • • "Combining Social Media Data and Traditional Surveys to Nowcast Migration Stocks"

      • "Measuring Subnational Digital Gender Inequality in India through Gender Gaps in Facebook Use"

      • "Studying Migrant Assimilation Through Facebook Interests"

      • "Measuring Subnational Digital Gender Inequality in India through Gender Gaps in Facebook Use"

      • "Using Facebook ad data to track the global digital gender gap"

      • Rumours, mis- and disinformation in divided societies: Twitter and the Ardoyne parade dispute

As Publication Reviewer

• IEEE Journal of Biomedical and Health Informatics - (2022)

• American Journal of Respiratory and Critical Care Medicine (2022)

• Knowledge and Information Systems - Springer-Nature (2022)

• 14th ACM Web Science Conference (2022)

• 3rd Workshop on the Data for the Wellbeing of Most Vulnerable (2022)

• International Journal of Digital Humanities (IJDH) (2022)

• Empirical Methods in Natural Language Processing - EMNLP (2021)

• EPJ Data Science (2021)

• International Journal of Web Based Communities (2021)

• Data Science Journal (2021)

• Data Technologies and Applications(2020)

• Natural Language Engineering (2020)

• Population Research and Policy Review (2020)

• Language Resources and Evaluation(LREv) (2018-2019)

• International Journal of Information Technology and Decision Making (IJITDM) (2018)

Press Coverage

PhysioNet Challenge Nets Success ( Maiby’s Algorithm: A Two-stage Deep Learning approach for Murmur Detection in Mel Spectrograms for Automatic Auscultation of Congenital Heart Disease​)

(Bloomberg) Inspire Medical Systems, Inc. Announces Events at SLEEP 2022, the 36th Annual Meeting of the Associated Professional Sleep

Ex-aluno afirma que o DCC abriu seus olhos para a pesquisa e para o mundo, além de trazer autoconfiança no conhecimento que recebeu para traçar o próprio caminho

Sneak Peek: The Algorithm That Will Change Pediatric Cardiac Screening

How Artificial Intelligence Will Save Kids’ Hearts

International student TAs conquer language barriers

As máquinas sabem o que você faz. Agora querem saber o que você sente

Entrevista: Matheus Araújo, Pesquisador em Machine Learning

Highlights

• 1st most cited author in EPJ Data Science (2016) (reference)

• Reference of PySocialWatcher at World Bank (link)

Erdos Number: 4

Matheus Araujo -> Ingmar Weber -> Zvi Lotker -> Noga Alon -> Paul Erdos

Mathematical Descendancy: Carl Friedrich Gauss

Matheus Araujo (2021*) -> Jaideep Srivastava (1988) -> Chittoor Vijayaraghavalu Ramamoorthy (1964) -> Donald Winston Tufts (1960) -> Norbert Wiener (1913) -> Karl Schmidt (1898) -> Paul Gerhard Natorp (1881) -> Hermann Cohen (1873) -> Friedrich Albert Lange (1851) - > Julius Plücker (1823) -> Christian Ludwig Gerling (1812) -> Carl Friedrich Gauß (1799)

Personal Definitions

"Artificial Intelligence is any kind of object crafted by an intelligent being that has the purpose of mimicking its creator behavior partially or totally in a non-trivial way."

"Truth is the projection of the reality in a communication medium after passing through an observer's lens."