Saeed Mehrang
Master of Science (Tech)

tohtorikoulutettava, Ohjelmistotekniikka (Tulevaisuuden teknologioiden laitos)
tohtorikoulutettava, Terveysteknologia (Tulevaisuuden teknologioiden laitos)
Future Technologies
saeed.mehrang@utu.fi


Agora



Asiantuntijuusalueet
Artificial intelligence; biomedical engineering; big data analysis (R, Python, SQL); data science (R, Python, Matlab, SQL); machine learning (Python); programming (Python), statistical data mining (R and Python)

Biografia

I have done my bachelor's degree in biomedical engineering in Azad University, Isfahan, Iran. Later I did my master's in information technology in Tampere University of Technology, Tampere, Finland. Currently I am doing my doctoral studies in information technologies in Department of Future Technologies, University of Turku, Turku, Finland.  


   



Tutkimus

In my bachelor's I learned more about electrical engineering and electronics while getting to know artificial intelligence shortly as well.  

In my master's degree I focused on signal, image, and data analysis in general. Data manipulation, knowledge mining, statistical analysis and modeling, as well as machine learning were the specific topics I tried to learn and deploy in my master's degree. Since my master's studies, R and Python are the languages I am using the most although every now and then I write code with Matlab and SQL as well. 

Currently I am doing my doctoral studies in University of Turku with the focus on cardiovascular disease monitoring utilizing ubiquitous devices such as smartphones and smartwatches. I have also done research on Parkinson's disease detection and monitoring back in Tampere University of Technology before joining my current research team.  

Blood pressure monitoring using wearable sensors is the other topic I am investigating nowadays. We are trying to develop an easy-to-use cuff-less technique for continuous monitoring of blood pressure.




Julkaisut

Comprehensive Analysis of Cardiogenic Vibrations for Automated Detection of Atrial Fibrillation Using Smartphone Mechanocardiograms (2019)
IEEE Sensors Journal
Mojtaba Jafari Tadi, Saeed Mehrang, Matti Kaisti, Olli Lahdenoja, Tero Hurnanen, Jussi Jaakkola, Samuli Jaakkola, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Timo Knuutila, Eero Lehtonen, Tero Koivisto, Mikko Pänkäälä
(
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä)

An activity recognition framework deploying the random forest classifier and a single optical heart rate monitoring and triaxial accelerometer wrist-band (2018)
Sensors
Saeed Mehrang, Julia Pietilä, Ilkka Korhonen
(
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä)

Identification of Parkinson's Disease Utilizing a Single Self-recorded 20-step Walking Test Acquired by Smartphone's Inertial Measurement Unit (2018)
Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Saeed Mehrang, Milla Jauhiainen, Julia Pietilä, Juha Puustinen, Jari Ruokolainen, Hannu Nieminen
(
A4 Artikkeli konferenssijulkaisussa)

Machine Learning Based Classification of Myocardial Infarction Conditions Using Smartphone-derived Seismo- and Gyrocardiography (2018) CinC 2018: Proceedings Saeed Mehrang, Mojtaba Jafari Tadi, Matti Kaisti, Olli Lahdenoja, Tuija Vasankari, Tuomas Kiviniemi, Juhani Airaksinen, Tero Koivisto, Mikko Pänkäälä
(
A4 Artikkeli konferenssijulkaisussa)


Last updated on 2019-01-01 at 18:49