Rothacher, Y., & Strobl, C. (2023). Identifying informative predictor variables with random forests. Journal of Educational and Behavioral Statistics.
[bib]
[doi:10.3102/10769986231193327]
[url]
@article{RotStr:2023:JoEaBS,
title = {{I}dentifying Informative Predictor Variables With Random Forests},
author = {Rothacher, Yannick and Strobl, Carolin},
journal = {Journal of Educational and Behavioral Statistics},
year = {2023},
doi = {10.3102/10769986231193327},
url = {https://journals.sagepub.com/doi/10.3102/10769986231193327?icid=int.sj-full-text.citing-articles.2},
}
Henninger, M., Debelak, R., Rothacher, Y., & Strobl, C. (2023). Interpretable machine learning for psychological research: Opportunities and pitfalls. Psychological Methods.
[bib]
[doi:10.1037/met0000560]
[url]
@article{HenDebRot:2023:PM,
title = {{I}nterpretable machine learning for psychological research: {O}pportunities and pitfalls.},
author = {Henninger, Mirka and Debelak, Rudolf and Rothacher, Yannick and Strobl, Carolin},
journal = {Psychological Methods},
year = {2023},
doi = {10.1037/met0000560},
url = {https://pubmed.ncbi.nlm.nih.gov/37227894/},
issn = {1082-989X},
}
Johann, A., Dukic, J., Rothacher, Y., & Ehlert, U. (2023). Trajectories of reproductive transition phase mood disorder from pregnancy to postpartum: A Swiss longitudinal study. Women’s Health, 19.
[bib]
[doi:10.1177/17455057221147391]
@article{JohDukRot:2023:WH,
title = {{T}rajectories of reproductive transition phase mood disorder from pregnancy to postpartum: {A Swiss} longitudinal study},
author = {Johann, Alexandra and Dukic, Jelena and Rothacher, Yannick and Ehlert, Ulrike},
journal = {Women's Health},
volume = {19},
year = {2023},
doi = {10.1177/17455057221147391},
URL = {https://journals.sagepub.com/doi/10.1177/17455057221147391},
}
Rothacher, Y., Nguyen, A., Efthymiou, E., Werth, E., Baumann, C. R., Lenggenhager, B., Brugger, P., Kunz, A., & Imbach, L. L. (2022). Dissociation of motor control from motor awareness in awake sleepwalkers: An EEG study in virtual reality. Cortex, 149, 165–172.
[bib]
[doi:10.1016/j.cortex.2021.12.016]
[url]
@article{RotNguEft:2022:COR,
title = {{D}issociation of motor control from motor awareness in awake sleepwalkers: An {EEG} study in virtual reality},
author = {Rothacher, Yannick and Nguyen, Anh and Efthymiou, Evdokia and Werth, Esther and Baumann, {Christian R.} and Lenggenhager, Bigna and Brugger, Peter and Kunz, Andreas and Imbach, {Lukas L.}},
journal = {Cortex},
volume = {149},
pages = {165--172},
year = {2022},
doi = {10.1016/j.cortex.2021.12.016},
url = {https://www.sciencedirect.com/science/article/pii/S001094522200034X},
issn = {0010-9452},
keywords = {VR, Redirected walking, Parasomnia, Neurological disorders, EEG},
abstract = {Recent behavioral evidence from a virtual reality (VR) study indicates that awake sleepwalkers show dissociation of motor control and motor awareness. This dissociation resembles the nocturnal disintegration of motor awareness and movement during episodes of sleepwalking. Here, we set out to examine the neural underpinnings of altered motor awareness in sleepwalkers by measuring EEG modulation during redirected walking in VR. To this end, we measured scalp EEG during ongoing motor behavior to provide information on motor processing and its modulation in VR. Using this approach, we discovered distinct EEG patterns associated to dual tasking and sub-threshold motor control in sleepwalkers compared to control subjects. These observations provide further electrophysiological evidence for the proposed brain-body dissociation in awake sleepwalkers. This study shows proof-of-principle that EEG biomarkers of movement in a VR setting add to the understanding of altered motor awareness in sleepwalkers. In a broader perspective, we confirm the feasibility of using the additional dimensionality in VR providing novel diagnostic biomarkers not accessible to conventional clinical investigations. In future studies, this approach could contribute to the diagnostic work-up of patients with a broad spectrum of neurological diseases.},
}
Stienen, M. N., Germans, M. R., Zindel-Geisseler, O., Dannecker, N., Rothacher, Y., Schlosser, L., Velz, J., Sebök, M., Eggenberger, N., May, A., Haemmerli, J., Bijlenga, P., Schaller, K., Guerra-Lopez, U., Maduri, R., Beaud, V., Al-Taha, K., Daniel, R. T., Chiappini, A., … Müller, M. (2022). Longitudinal neuropsychological assessment after aneurysmal subarachnoid hemorrhage and its relationship with delayed cerebral ischemia: A prospective Swiss multicenter study. Journal of Neurosurgery, 137(6), 1742–1750.
[bib]
[doi:10.3171/2022.2.JNS212595]
[url]
@article{StiGerZin:2022:JON,
title = {{L}ongitudinal neuropsychological assessment after aneurysmal subarachnoid hemorrhage and its relationship with delayed cerebral ischemia: a prospective {Swiss} multicenter study},
author = {Stienen, Martin N. and Germans, {Menno R.} and {Zindel-Geisseler}, Olivia and Dannecker, Noemi and Rothacher, Yannick and Schlosser, Ladina and Velz, Julia and Sebök, Martina and Eggenberger, Noemi and May, Adrien and Haemmerli, Julien and Bijlenga, Philippe and Schaller, Karl and {Guerra-Lopez}, Ursula and Maduri, Rodolfo and Beaud, Valérie and {Al-Taha}, Khalid and Daniel, {Roy Thomas} and Chiappini, Alessio and Rossi, Stefania and Robert, Thomas and Bonasia, Sara and Goldberg, Johannes and Fung, Christian and Bervini, David and {Maradan-Gachet}, {Marie Elise} and Gutbrod, Klemens and Maldaner, Nicolai and Neidert, {Marian C.} and Früh, Severin and Schwind, Marc and Bozinov, Oliver and Brugger, Peter and Keller, Emanuela and Marr, Angelina and Roux, Sébastien and Regli, Luca and Krayenbühl, Niklaus and Esposito, Giuseppe and Moiraghi, Alessandro and Starnoni, Daniele and Rocca, Alda and Seule, {Martin A.} and Zeitlberger, {Anna-Maria} and Weyerbrock, Astrid and Hlavica, Martin and Müller, Mandy},
journal = {Journal of Neurosurgery},
publisher = {American Association of Neurological Surgeons},
volume = {137},
number = {6},
pages = {1742--1750},
year = {2022},
doi = {10.3171/2022.2.JNS212595},
url = {https://thejns.org/view/journals/j-neurosurg/137/6/article-p1742.xml},
}
Rothacher, Y., Nguyen, A., Lenggenhager, B., Kunz, A., & Brugger, P. (2020). Walking through virtual mazes: Spontaneous alternation behaviour in human adults. Cortex, 127, 1–16.
[bib]
[doi:doi:10.1016/j.cortex.2020.01.018]
@article{RotNguLen:2020:cortex,
title = {{W}alking Through Virtual Mazes: {S}pontaneous Alternation Behaviour in Human Adults},
author = {Rothacher, Yannick and Nguyen, Anh and Lenggenhager, Bigna and Kunz, Andreas and Brugger, Peter},
journal = {cortex},
publisher = {Elsevier},
volume = {127},
pages = {1--16},
year = {2020},
doi = {doi:10.1016/j.cortex.2020.01.018},
}
Stienen, M. N., Geisseler, O., Velz, J., Maldaner, N., Sebök, M., Dannecker, N., Rothacher, Y., Schlosser, L., Smoll, N. R., Keller, E., Brugger, P., & Regli, L. (2019). Influence of the intensive care unit environment on the reliability of the Montreal cognitive assessment. Frontiers in Neurology, 10(JUL).
[bib]
[doi:10.3389/fneur.2019.00734]
@article{StiGeiVel:2019:FiN,
title = {{I}nfluence of the Intensive Care Unit Environment on the Reliability of the {M}ontreal Cognitive Assessment},
author = {Stienen, Martin Nikolaus and Geisseler, Olivia and Velz, Julia and Maldaner, Nicolai and Seb{\"{o}}k, Martina and Dannecker, Noemi and Rothacher, Yannick and Schlosser, Ladina and Smoll, Nicolas Roydon and Keller, Emanuela and Brugger, Peter and Regli, Luca},
journal = {Frontiers in Neurology},
volume = {10},
number = {JUL},
year = {2019},
doi = {10.3389/fneur.2019.00734},
issn = {16642295},
}
Nguyen, A., Rothacher, Y., Kunz, A., Brugger, P., & Lenggenhager, B. (2018). Effect of environment size on curvature redirected walking thresholds. 2018 IEEE Conference on Virtual Reality and 3d User Interfaces (VR), 645–646.
[bib]
[doi:10.1109/VR.2018.8446225]
@inproceedings{NguRotKun:2018:IEEE,
title = {{E}ffect of Environment Size on Curvature Redirected Walking Thresholds},
booktitle = {2018 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)},
author = {Nguyen, Anh and Rothacher, Yannick and Kunz, Andreas and Brugger, Peter and Lenggenhager, Bigna},
pages = {645--646},
year = {2018},
organization = {IEEE},
doi = {10.1109/VR.2018.8446225},
}
Nguyen, A., Rothacher, P., Brugger, & Kunz, A. (2018). Individual differences and impact of gender on curvature redirection thresholds. SAP ’18: Proceedings of the 15th ACM Symposium on Applied Perception.
[bib]
[doi:10.1145/3225153.3225155]
[url]
@inproceedings{NguRotBru:2018:AfCM,
title = {{I}ndividual Differences and Impact of Gender on Curvature Redirection Thresholds},
booktitle = {{SAP '18}: Proceedings of the 15th ACM Symposium on Applied Perception},
author = {Nguyen, Anh and Rothacher, Brugger, Peter and Kunz, Andreas},
publisher = {Association for Computing Machinery},
year = {2018},
address = {New York, NY, USA},
doi = {10.1145/3225153.3225155},
url = {https://dl.acm.org/doi/10.1145/3225153.3225155},
isbn = {9781450358941},
location = {Vancouver, British Columbia, Canada},
series = {SAP '18},
}
Rothacher, Y., Nguyen, A., Lenggenhager, B., Kunz, A., & Brugger, P. (2018). Visual capture of gait during redirected walking. Scientific Reports, 8(1), 1–13.
[bib]
[doi:doi:10.1038/s41598-018-36035-6]
@article{RotNguLen:2018:SR,
title = {{V}isual Capture of Gait During Redirected Walking},
author = {Rothacher, Yannick and Nguyen, Anh and Lenggenhager, Bigna and Kunz, Andreas and Brugger, Peter},
journal = {Scientific Reports},
publisher = {Nature Publishing Group},
volume = {8},
number = {1},
pages = {1--13},
year = {2018},
doi = {doi:10.1038/s41598-018-36035-6},
}