Gams M - Search Results

1

Can We Ditch Feature Engineering? End-to-End Deep Learning for Affect Recognition from Physiological Sensor Data.

Dzieżyc M, Gjoreski M, Kazienko P, Saganowski S, Gams M. Dzieżyc M, et al. Among authors: gams m. Sensors (Basel). 2020 Nov 16;20(22):6535. doi: 10.3390/s20226535. Sensors (Basel). 2020. PMID: 33207564 Free PMC article.

2

How Accurately Can Your Wrist Device Recognize Daily Activities and Detect Falls?

Gjoreski M, Gjoreski H, Luštrek M, Gams M. Gjoreski M, et al. Among authors: gams m. Sensors (Basel). 2016 Jun 1;16(6):800. doi: 10.3390/s16060800. Sensors (Basel). 2016. PMID: 27258282 Free PMC article.

3

Monitoring stress with a wrist device using context.

Gjoreski M, Luštrek M, Gams M, Gjoreski H. Gjoreski M, et al. Among authors: gams m. J Biomed Inform. 2017 Sep;73:159-170. doi: 10.1016/j.jbi.2017.08.006. Epub 2017 Aug 10. J Biomed Inform. 2017. PMID: 28803947 Free article.

4

Non-Invasive Blood Pressure Estimation from ECG Using Machine Learning Techniques.

Simjanoska M, Gjoreski M, Gams M, Madevska Bogdanova A. Simjanoska M, et al. Among authors: gams m. Sensors (Basel). 2018 Apr 11;18(4):1160. doi: 10.3390/s18041160. Sensors (Basel). 2018. PMID: 29641430 Free PMC article.

5

Detection of Gait Abnormalities for Fall Risk Assessment Using Wrist-Worn Inertial Sensors and Deep Learning.

Kiprijanovska I, Gjoreski H, Gams M. Kiprijanovska I, et al. Among authors: gams m. Sensors (Basel). 2020 Sep 19;20(18):5373. doi: 10.3390/s20185373. Sensors (Basel). 2020. PMID: 32961750 Free PMC article.

6

Machine Learning for Analyzing Non-Countermeasure Factors Affecting Early Spread of COVID-19.

Janko V, Slapničar G, Dovgan E, Reščič N, Kolenik T, Gjoreski M, Smerkol M, Gams M, Luštrek M. Janko V, et al. Among authors: gams m. Int J Environ Res Public Health. 2021 Jun 23;18(13):6750. doi: 10.3390/ijerph18136750. Int J Environ Res Public Health. 2021. PMID: 34201618 Free PMC article.

7

What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges.

Kalabakov S, Stankoski S, Kiprijanovska I, Andova A, Reščič N, Janko V, Gjoreski M, Gams M, Luštrek M. Kalabakov S, et al. Among authors: gams m. Sensors (Basel). 2022 May 10;22(10):3613. doi: 10.3390/s22103613. Sensors (Basel). 2022. PMID: 35632022 Free PMC article.

8

Predicting a Fall Based on Gait Anomaly Detection: A Comparative Study of Wrist-Worn Three-Axis and Mobile Phone-Based Accelerometer Sensors.

Kocuvan P, Hrastič A, Kareska A, Gams M. Kocuvan P, et al. Among authors: gams m. Sensors (Basel). 2023 Oct 7;23(19):8294. doi: 10.3390/s23198294. Sensors (Basel). 2023. PMID: 37837123 Free PMC article.

9

Similarities and Differences between EU Platforms in the AHA and AAL Domains from a Software Viewpoint.

Gams M, Kolar Ž, Vuk Z, Samuelsson C, Jäger B, Dovgan E. Gams M, et al. Healthcare (Basel). 2022 Feb 21;10(2):401. doi: 10.3390/healthcare10020401. Healthcare (Basel). 2022. PMID: 35207014 Free PMC article.

10

A machine-learning approach to a mobility policy proposal.

Shulajkovska M, Smerkol M, Dovgan E, Gams M. Shulajkovska M, et al. Among authors: gams m. Heliyon. 2023 Sep 27;9(10):e20393. doi: 10.1016/j.heliyon.2023.e20393. eCollection 2023 Oct. Heliyon. 2023. PMID: 37842632 Free PMC article.

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