Mitja Lustrek (Mitja Luštrek)

Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 28

Top Topics

Machine Learning

Health Insurance

Respiratory Syndrome Coronavirus

Top Venues

Sensors (Basel, Switzerland)

Geriatrics (Basel, Switzerland)

International journal of environmental research and public health

Nature communications

This page only lists publications with an associated author ORCID identifier.

Publications

Emilija Kizhevska, Kristina Šparemblek, Mitja Lustrek
Protocol of the study for predicting empathy during VR sessions using sensor data and machine learning. PloS one 19 (7) (2024)
Emilija Kizhevska, Kristina Šparemblek, Mitja Lustrek
Protocol of the study for predicting empathy during VR sessions using sensor data and machine learning. PloS one 19 (7) (2024)
Yvan Devaux, Lu Zhang, Andrew I Lumley, Kanita Karaduzovic-Hadziabdic, Vincent Mooser, Simon Rousseau, Muhammad Shoaib, Venkata P Satagopam, Muhamed Adilovic, Prashant Kumar Srivastava, Costanza Emanueli, Fabio Martelli, Simona Greco, Lina Badimón, Teresa Padró, Mitja Lustrek, Markus Scholz, Maciej Rosolowski, Marko Jordan, Timo Brandenburger, Bettina Benczik, Bence Agg, Peter Ferdinandy, Jörg Janne Vehreschild, Bettina Lorenz-Depiereux, Marcus Dörr, Oliver Witzke, Gabriel Sanchez, Seval Kul, Andrew H Baker, Guy Fagherazzi, Markus Ollert, Ryan Wereski, Nicholas L Mills, Hüseyin Firat
Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality. Nature communications 15 (1) (2024)
Yvan Devaux, Lu Zhang, Andrew I Lumley, Kanita Karaduzovic-Hadziabdic, Vincent Mooser, Simon Rousseau, Muhammad Shoaib, Venkata P Satagopam, Muhamed Adilovic, Prashant Kumar Srivastava, Costanza Emanueli, Fabio Martelli, Simona Greco, Lina Badimón, Teresa Padró, Mitja Lustrek, Markus Scholz, Maciej Rosolowski, Marko Jordan, Timo Brandenburger, Bettina Benczik, Bence Agg, Peter Ferdinandy, Jörg Janne Vehreschild, Bettina Lorenz-Depiereux, Marcus Dörr, Oliver Witzke, Gabriel Sanchez, Seval Kul, Andrew H Baker, Guy Fagherazzi, Markus Ollert, Ryan Wereski, Nicholas L Mills, Hüseyin Firat
Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality. Nature communications 15 (1) (2024)
Yvan Devaux, Lu Zhang, Andrew I Lumley, Kanita Karaduzovic-Hadziabdic, Vincent Mooser, Simon Rousseau, Muhammad Shoaib, Venkata P Satagopam, Muhamed Adilovic, Prashant Kumar Srivastava, Costanza Emanueli, Fabio Martelli, Simona Greco, Lina Badimón, Teresa Padró, Mitja Lustrek, Markus Scholz, Maciej Rosolowski, Marko Jordan, Timo Brandenburger, Bettina Benczik, Bence Agg, Peter Ferdinandy, Jörg Janne Vehreschild, Bettina Lorenz-Depiereux, Marcus Dörr, Oliver Witzke, Gabriel Sanchez, Seval Kul, Andrew H Baker, Guy Fagherazzi, Markus Ollert, Ryan Wereski, Nicholas L Mills, Hüseyin Firat
Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality. Nature communications 15 (1) (2024)
Stephanie Hulin, Larissa Bolliger, Junoš Lukan, Anneleen Caluwaerts, Rosalie De Neve, Mitja Lustrek, Dirk De Bacquer, Esther Van Poel
How does day-to-day stress appraisal relate to coping among office workers in academia? An ecological momentary assessment study. Stress and health : journal of the International Society for the Investigation of Stress (2023)
Orhan Konak, Robin P van de Water, Valentin Döring, Tobias Fiedler, Lucas Liebe, Leander Masopust, Kirill Postnov, Franz Sauerwald, Felix Treykorn, Alexander Wischmann, Hristijan Gjoreski, Mitja Lustrek, Bert Arnrich
HARE: Unifying the Human Activity Recognition Engineering Workflow. Sensors (Basel, Switzerland) 23 (23) (2023)
Stella Fragkiadaki, Dionysia Kontaxopoulou, Evangelia Stanitsa, Efthalia Angelopoulou, Dimosthenis Pavlou, Darja Šemrov, Simon Colnar, Mitja Lustrek, Bojan Blažica, Inga Vučica, Roberta Matković, Katarina Vukojević, Ana Jelicic, Pietro Hiram Guzzi, Vlatka Martinović, Amina Pekmez Medina, Guido Piccoli, Margherita Menon, Srdjan Kozetinac, Miodrag Miljković, Chrysanthi Kiskini, Themis Kokorotsikos, Vasiliki Zilidou, Ivan Radević, John D Papatriantafyllou, Eleftherios Thireos, Agis Tsouros, Vlado Dimovski, Sokratis G Papageorgiou
How Well Did the Healthcare System Respond to the Healthcare Needs of Older People with and without Dementia during the COVID-19 Pandemic? The Perception of Healthcare Providers and Older People from the SI4CARE Project in the ADRION Region. Geriatrics (Basel, Switzerland) 8 (1) (2023)
Stella Fragkiadaki, Dionysia Kontaxopoulou, Evangelia Stanitsa, Efthalia Angelopoulou, Dimosthenis Pavlou, Darja Šemrov, Simon Colnar, Mitja Lustrek, Bojan Blažica, Inga Vučica, Roberta Matković, Katarina Vukojević, Ana Jelicic, Pietro Hiram Guzzi, Vlatka Martinović, Amina Pekmez Medina, Guido Piccoli, Margherita Menon, Srdjan Kozetinac, Miodrag Miljković, Chrysanthi Kiskini, Themis Kokorotsikos, Vasiliki Zilidou, Ivan Radević, John D Papatriantafyllou, Eleftherios Thireos, Agis Tsouros, Vlado Dimovski, Sokratis G Papageorgiou
How Well Did the Healthcare System Respond to the Healthcare Needs of Older People with and without Dementia during the COVID-19 Pandemic? The Perception of Healthcare Providers and Older People from the SI4CARE Project in the ADRION Region. Geriatrics (Basel, Switzerland) 8 (1) (2023)
Stella Fragkiadaki, Dionysia Kontaxopoulou, Evangelia Stanitsa, Efthalia Angelopoulou, Dimosthenis Pavlou, Darja Šemrov, Simon Colnar, Mitja Lustrek, Bojan Blažica, Inga Vučica, Roberta Matković, Katarina Vukojević, Ana Jelicic, Pietro Hiram Guzzi, Vlatka Martinović, Amina Pekmez Medina, Guido Piccoli, Margherita Menon, Srdjan Kozetinac, Miodrag Miljković, Chrysanthi Kiskini, Themis Kokorotsikos, Vasiliki Zilidou, Ivan Radević, John D Papatriantafyllou, Eleftherios Thireos, Agis Tsouros, Vlado Dimovski, Sokratis G Papageorgiou
How Well Did the Healthcare System Respond to the Healthcare Needs of Older People with and without Dementia during the COVID-19 Pandemic? The Perception of Healthcare Providers and Older People from the SI4CARE Project in the ADRION Region. Geriatrics (Basel, Switzerland) 8 (1) (2023)
Stella Fragkiadaki, Dionysia Kontaxopoulou, Evangelia Stanitsa, Efthalia Angelopoulou, Dimosthenis Pavlou, Darja Šemrov, Simon Colnar, Mitja Lustrek, Bojan Blažica, Inga Vučica, Roberta Matković, Katarina Vukojević, Ana Jelicic, Pietro Hiram Guzzi, Vlatka Martinović, Amina Pekmez Medina, Guido Piccoli, Margherita Menon, Srdjan Kozetinac, Miodrag Miljković, Chrysanthi Kiskini, Themis Kokorotsikos, Vasiliki Zilidou, Ivan Radević, John D Papatriantafyllou, Eleftherios Thireos, Agis Tsouros, Vlado Dimovski, Sokratis G Papageorgiou
How Well Did the Healthcare System Respond to the Healthcare Needs of Older People with and without Dementia during the COVID-19 Pandemic? The Perception of Healthcare Providers and Older People from the SI4CARE Project in the ADRION Region. Geriatrics (Basel, Switzerland) 8 (1) (2023)
Stella Fragkiadaki, Dionysia Kontaxopoulou, Evangelia Stanitsa, Efthalia Angelopoulou, Dimosthenis Pavlou, Darja Šemrov, Simon Colnar, Mitja Lustrek, Bojan Blažica, Inga Vučica, Roberta Matković, Katarina Vukojević, Ana Jelicic, Pietro Hiram Guzzi, Vlatka Martinović, Amina Pekmez Medina, Guido Piccoli, Margherita Menon, Srdjan Kozetinac, Miodrag Miljković, Chrysanthi Kiskini, Themis Kokorotsikos, Vasiliki Zilidou, Ivan Radević, John D Papatriantafyllou, Eleftherios Thireos, Agis Tsouros, Vlado Dimovski, Sokratis G Papageorgiou
How Well Did the Healthcare System Respond to the Healthcare Needs of Older People with and without Dementia during the COVID-19 Pandemic? The Perception of Healthcare Providers and Older People from the SI4CARE Project in the ADRION Region. Geriatrics (Basel, Switzerland) 8 (1) (2023)
Nina Reščič, Oscar Mayora, Claudio Eccher, Mitja Lustrek
Food Frequency Questionnaire Personalisation Using Multi-Target Regression. Nutrients 14 (19) (2022)
Larissa Bolliger, Gillian Debra, Junoš Lukan, Rani Peeters, Elena Colman, Ellen Baele, Mitja Lustrek, Dirk De Bacquer, Esther Van Poel
The association between day-to-day stress experiences and work-life interference among office workers in academia: an ecological momentary assessment study. International archives of occupational and environmental health (2022)
Torsten Hammann, Jakob Valič, Gašper Slapničar, Mitja Lustrek
The missing piece. Physiological data as a factor for identifying emotions of people with profound intellectual and multiple disabilities. International journal of developmental disabilities 70 (5) (2022)
Larissa Bolliger, Junoš Lukan, Elena Colman, Leen Boersma, Mitja Lustrek, Dirk De Bacquer, Esther Van Poel
Sources of Occupational Stress among Office Workers-A Focus Group Study. International journal of environmental research and public health 19 (3) (2022)
Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Reščič, Vito Janko, Martin Gjoreski, Matjaž Gams, Mitja Lustrek
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors (Basel, Switzerland) 22 (10) (2022)
Torsten Hammann, Jakob Valič, Gašper Slapničar, Mitja Lustrek
The missing piece. Physiological data as a factor for identifying emotions of people with profound intellectual and multiple disabilities. International journal of developmental disabilities 70 (5) (2022)
Lina Badimón, Emma Louise Robinson, Amela Jusic, Irina Carpusca, Leon J deWindt, Costanza Emanueli, Peter Ferdinandy, Wei Gu, Mariann Gyöngyösi, Matthias Hackl, Kanita Karaduzovic-Hadziabdic, Mitja Lustrek, Fabio Martelli, Eric Nham, Ines Potočnjak, Venkata P Satagopam, Reinhard Schneider, Thomas Thum, Yvan Devaux
Cardiovascular RNA markers and artificial intelligence may improve COVID-19 outcome: a position paper from the EU-CardioRNA COST Action CA17129. Cardiovascular research 117 (8) (2021)
Gašper Slapničar, Wenjin Wang, Mitja Lustrek
Classification of Hemodynamics Scenarios from a Public Radar Dataset Using a Deep Learning Approach. Sensors (Basel, Switzerland) 21 (5) (2021)
Vito Janko, Gašper Slapničar, Erik Dovgan, Nina Reščič, Tine Kolenik, Martin Gjoreski, Maj Smerkol, Matjaž Gams, Mitja Lustrek
Machine Learning for Analyzing Non-Countermeasure Factors Affecting Early Spread of COVID-19. International journal of environmental research and public health 18 (13) (2021)
Mitja Lustrek, Marko Bohanec, Carlos Cavero Barca, Maria Costanza Ciancarelli, Esther Van Poel, Amos Adeyemo Dawodu, Jan Derboven, Delphine De Smedt, Erik Dovgan, Jure Lampe, Flavia Marino, Miha Mlakar, Giovanni Pioggia, Paolo Emilio Puddu, Juan Mario Rodríguez, Michele Schiariti, Gašper Slapničar, Karin Slegers, Gennaro Tartarisco, Jakob Valič, Aljoša Vodopija
A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial. JMIR medical informatics 9 (3) (2021)
Simon Stankoski, Marko Jordan, Hristijan Gjoreski, Mitja Lustrek
Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels. Sensors (Basel, Switzerland) 21 (5) (2021)
Vito Janko, Mitja Lustrek
A General Framework for Making Context-Recognition Systems More Energy Efficient. Sensors (Basel, Switzerland) 21 (3) (2021)
Surya Krishnamurthy, Kapeleshh Ks, Erik Dovgan, Mitja Lustrek, Barbara Gradišek Piletič, Kathiravan Srinivasan, Yu-Chuan Jack Li, Anton Gradišek, Shabbir Syed Abdul
Machine Learning Prediction Models for Chronic Kidney Disease Using National Health Insurance Claim Data in Taiwan. Healthcare (Basel, Switzerland) 9 (5) (2021)
Nina Reščič, Tome Eftimov, Barbara Koroušić Seljak, Mitja Lustrek
Optimising an FFQ Using a Machine Learning Pipeline to teach an Efficient Nutrient Intake Predictive Model. Nutrients 12 (12) (2020)
Larissa Bolliger, Junoš Lukan, Mitja Lustrek, Dirk De Bacquer, Esther Van Poel
Protocol of the STRess at Work (STRAW) Project: How to Disentangle Day-to-Day Occupational Stress among Academics Based on EMA, Physiological Data, and Smartphone Sensor and Usage Data. International journal of environmental research and public health 17 (23) (2020)
Vito Janko, Mitja Lustrek
Using Markov Chains and Multi-Objective Optimization for Energy-Efficient Context Recognition. Sensors (Basel, Switzerland) 18 (1) (2017)