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Mitja Luštrek

institut “jožef stefan”

32H-index
210Paper Count
4.5KCitation Count
Published Papers 44
Publication Date
Intelligent Supportive System for People with Profound Intellectual and Multiple Disabilities
err2025-07-28
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errGašper Slapničar; Michał Kosiedowski; Arkadiusz Radziuk; Erik Dovgan; Torsten Hammann; Meike Engelhardt; Christin Kupitz; Carmen Campomanes-Alvarez; Dorota Janczewska; Peter Zentel; Mitja Luštrek
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A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being
err2025-07-26
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errZoja Anžur; Klara Žinkovič; Junoš Lukan; Pietro Barbiero; Gašper Slapničar; Mohan Li; Martin Gjoreski; Maike E. Debus; Sebastijan Trojer; Mitja Luštrek; Marc Langheinrich
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Long noncoding RNAs and machine learning to improve cardiovascular outcomes of COVID-19
err2024-11-12
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PREAI
errKaraduzovic-Hadziabdic, Kanita; Adilovic, Muhamed; Zhang, Lu; Lumley, Andrew; Shah, Pranay; Shoaib, Muhammad; Satagopam, Venkata; Srivastava, Prashant; Emanueli, Costanza; Greco, Simona; Padro, Teresa; Domingo, Pedro; Lustrek, Mitja; Scholz, Markus; Rosolowski, Maciej; Jordan, Marko; Benczik, Bettina; Agg, Bence; Ferdinandy, Peter; Baker, Andrew; Fagherazzi, Guy; Ollert, Markus
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Prediction of COVID-19 severity using machine learning
err2024-10-06
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errKaraduzovic-Hadziabdic, Kanita; Adilovic, Muhamed; Zhang, Lu; Lumley, Andrew, I; Shah, Pranay; Shoaib, Muhammad; Satagopam, Venkata; Srivastava, Prashant Kumar; Emanueli, Costanza; Greco, Simona; Made, Alisia; Padro, Teresa; Domingo, Pedro; Lustrek, Mitja; Scholz, Markus; Rosolowski, Maciej; Jordan, Marko; Benczik, Bettina; Agg, Bence; Ferdinandy, Peter; Baker, Andrew H.; Fagherazzi, Guy; Ollert, Markus; Michel, Joanna; Sanchez, Gabriel; Firat, Hueseyin; Brandenburger, Timo; Martelli, Fabio; Badimon, Lina; Devaux, Yvan
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Development of a long noncoding RNA-based machine learning model to predict COVID-19 in-hospital mortality
err2024-05-20
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errDevaux, Yvan; Zhang, Lu; Lumley, Andrew I.; Karaduzovic-Hadziabdic, Kanita; Mooser, Vincent; Rousseau, Simon; Shoaib, Muhammad; Satagopam, Venkata; Adilovic, Muhamed; Srivastava, Prashant Kumar; Emanueli, Costanza; Martelli, Fabio; Greco, Simona; Badimon, Lina; Padro, Teresa; Lustrek, Mitja; Scholz, Markus; Rosolowski, Maciej; Jordan, Marko; Brandenburger, Timo; Benczik, Bettina; Agg, Bence; Ferdinandy, Peter; Vehreschild, Jorg Janne; Lorenz-Depiereux, Bettina; Dorr, Marcus; Witzke, Oliver; Sanchez, Gabriel; Kul, Seval; Baker, Andy H.; Fagherazzi, Guy; Ollert, Markus; Wereski, Ryan; Mills, Nicholas L.; Firat, Hueseyin
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HARE: Unifying the Human Activity Recognition Engineering Workflow
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IF3.5
err2023-12-02
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errKonak, Orhan; van de Water, Robin; Doering, Valentin; Fiedler, Tobias; Liebe, Lucas; Masopust, Leander; Postnov, Kirill; Sauerwald, Franz; Treykorn, Felix; Wischmann, Alexander; Gjoreski, Hristijan; Lustrek, Mitja; Arnrich, Bert
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How does day-to-day stress appraisal relate to coping among office workers in academia? An ecological momentary assessment study
err2023-09-19
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errHulin, Stephanie; Bolliger, Larissa; Lukan, Junos; Caluwaerts, Anneleen; De Neve, Rosalie; Lustrek, Mitja; De Bacquer, Dirk; Clays, Els
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Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence
err2023-02-13
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errOAAI
errJanko, Vito; Rescic, Nina; Vodopija, Aljosa; Susic, David; De Masi, Carlo; Tusar, Tea; Gradisek, Anton; Vandepitte, Sophie; De Smedt, Delphine; Javornik, Jana; Gams, Matjaz; Lustrek, Mitja
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Food Frequency Questionnaire Personalisation Using Multi-Target Regression
err2022-09-23
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errRescic, Nina; Mayora, Oscar; Eccher, Claudio; Lustrek, Mitja
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What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges
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IF3.5
err2022-05-10
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errKalabakov, Stefan; Stankoski, Simon; Kiprijanovska, Ivana; Andova, Andrejaana; Rescic, Nina; Janko, Vito; Gjoreski, Martin; Gams, Matjaz; Lustrek, Mitja
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Work environment risk factors causing day-to-day stress in occupational settings: a systematic review
err2022-02-05
err26
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errLukan, Junos; Bolliger, Larissa; Pauwels, Nele S.; Lustrek, Mitja; De Bacquer, Dirk; Clays, Els
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HeartMan DSS: A decision support system for self-management of congestive heart failure
err2021-12-01
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PREAI
errBohanec, Marko; Tartarisco, Gennaro; Marino, Flavia; Pioggia, Giovanni; Puddu, Paolo Emilio; Schiariti, Michele Salvatore; Baert, Anneleen; Pardaens, Sofie; Clays, Els; Vodopija, Aljosa; Lustrek, Mitja
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Proof-of-concept trial results of the HeartMan mobile personal health system for self-management in congestive heart failure
err2021-03-11
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errClays, Els; Puddu, Paolo Emilio; Lustrek, Mitja; Pioggia, Giovanni; Derboven, Jan; Vrana, Marilena; De Sutter, Johan; Le Donne, Rita; Baert, Anneleen; Bohanec, Marko; Ciancarelli, Maria Costanza; Dawodu, Amos Adeyemo; De Pauw, Michel; De Smedt, Delphine; Marino, Flavia; Pardaens, Sofie; Schiariti, Michele Salvatore; Valic, Jakob; Vanderheyden, Marc; Vodopija, Aljosa; Tartarisco, Gennaro
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Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels
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IF3.5
err2021-03-09
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errStankoski, Simon; Jordan, Marko; Gjoreski, Hristijan; Lustrek, Mitja
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A Personal Health System for Self-Management of Congestive Heart Failure (HeartMan): Development, Technical Evaluation, and Proof-of-Concept Randomized Controlled Trial
err2021-03-05
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errLugtrek, Mitja; Bohanec, Marko; Cavero Barca, Carlos; Ciancarelli, Maria Costanza; Clays, Els; Dawodu, Amos Adeyemo; Derboven, Jan; De Smedt, Delphine; Dovganl, Erik; Lampe, Jure; Marino, Flavia; Mlakar, Miha; Pioggia, Giovanni; Puddu, Paolo Emilio; Rodriguez, Juan Mario; Schiariti, Michele; Slapnicar, Gagper; Slegers, Karin; Tartarisco, Gennaro; Valic, Jakob; Vodopija, Aljoga
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Learning comprehensible and accurate hybrid trees
err2021-02-01
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PREAI
errPiltaver, Rok; Lustrek, Mitja; Dzeroski, Saso; Gjoreski, Martin; Gams, Matjaz
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Cognitive Load Monitoring With Wearables-Lessons Learned From a Machine Learning Challenge
err2021-01-01
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errGjoreski, Martin; Mahesh, Bhargavi; Kolenik, Tine; Uwe-Garbas, Jens; Seuss, Dominik; Gjoreski, Hristijan; Lustrek, Mitja; Gams, Matjaz; Pejovic, Veljko
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