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Emmi Antikainen
Emmi Antikainen
Data Scientist, Oura
Verified email at ouraring.com - Homepage
Title
Cited by
Cited by
Year
Vital sign monitoring using FMCW radar in various sleeping scenarios
E Turppa, JM Kortelainen, O Antropov, T Kiuru
Sensors 20 (22), 6505, 2020
802020
Sensing gastric cancer via point‐of‐care sensor breath analyzer
M Leja, JM Kortelainen, I Polaka, E Turppa, J Mitrovics, P M, M P, S G, ...
Cancer, 2021
172021
Overview on SNIFFPHONE: a portable device for disease diagnosis
C Jaeschke, M Padilla, E Turppa, I Polaka, O Gonzalez, K Richardson, ...
2019 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), 1-2, 2019
112019
Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study
E Antikainen, H Njoum, J Kudelka, D Branco, RZU Rehman, V Macrae, ...
Frontiers in Physiology, 2022
102022
Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records
E Antikainen, J Linnosmaa, A Umer, N Oksala, M Eskola, M van Gils, ...
Scientific Reports 13 (3517), 2023
82023
Repeatability study on a classifier for gastric cancer detection from breath sensor data
E Turppa, I Polaka, E Vasiljevs, JM Kortelainen, G Shani, M Leja, H Haick
2019 IEEE 19th International Conference on Bioinformatics and Bioengineering …, 2019
42019
Development of medical applications based on AI models and register data–regulatory considerations
J Lähteenmäki, J Pajula, E Antikainen
Scandinavian Conference on Health Informatics, 141-146, 2022
32022
Monialaisen palvelukäytön ennakointi tekoälyn avulla: Kehittämisen perusteita ja suuntaviivoja
J Koivisto, T Keski-Kuha, J Lähteenmäki, H Sourkatti, J Pajula, ...
Terveyden ja hyvinvoinnin laitos THL, 2023
22023
SPECT Image Features for Early Detection of Parkinson’s Disease using Machine Learning Methods
E Antikainen, P Cella, A Tolonen, M van Gils
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
12021
A computational study on the membrane sculpting mechanism of missing-in-metastasis
EMJ Turppa
12017
Time Series Analytics for Decision Support in Chronic Diseases: Clinical case studies
E Antikainen
Tampere University, 2024
2024
Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study
Y Kong, J Hayano, E Antikainen, M Chatterjee, E Antikainen, H Njoum, ...
2022
Predicting Daytime Sleepiness from Electrocardiography Based Respiratory Rate Using Deep Learning
E Antikainen, RZU Rehman, T Ahmaniemi, M Chatterjee
Computing in Cardiology 2022, 2022
2022
Unsupervised LSTM-AE and Harmonic Models for Improving Timeliness of Forest Logging Notifications With Dense Satellite Image Time Series
M Molinier, E Antikainen
ESA Phi-Week 2019, 2019
2019
Portable nanosensor-based volatile organic compound breath analyser SNIFFPHONE for gastric cancer detection
M Leja, I Polaka, JH Kortelainen, E Turppa, L Lauka, E Vasilevskis, ...
HELICOBACTER 23, 2018
2018
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