Dr. rer. nat. Franziska Klein Senior Researcher

Dr. rer. nat. Franziska Klein
Contact
Activities

Position at OFFIS

Senior Researcher

Research and Developement Division

Health / Biomedical Devices and Systems

Research Focus

data science, signal processing, neurophysiology (fNIRS, EEG, fMRT), neurofeedback, Brain Computer Interfaces, Open Science
News

+49 441 9722-271

Franziska.Klein(at)offis.de

OFFIS - Institut für Informatik
Escherweg 2
26121 Oldenburg
GERMANY

Publications
of Dr. rer. nat. Franziska Klein

2025

Mobile Data Collection for Depression Analysis: An App Framework for Monitoring Mood and Depression Using Smartphone and Wearable Data:

Schröter, Eliane and Klein, Franziska and Elfert, Patrick and Bredehorn, Fynn and Räker, Julien and Aschwege, Frerk and Hein, Andreas; Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies; 2025

The fNIRS glossary project: a consensus-based resource for functional near-infrared spectroscopy terminology

Stute, Katharina and Gossé, Louisa K. and Montero-Hernandez, Samuel and Perkins, Guy A. and Yücel, Meryem A. and Cutini, Simone and Durduran, Turgut and Ehlis, Ann-Christine and Ferrari, Marco and Gervain, Judit and Mesquita, Rickson C. and Orihuela-Espina, Felipe and Quaresima, Valentina and Scholkmann, Felix and Tachtsidis, Ilias and Torricelli, Alessandro and Wabnitz, Heidrun and Yodh, Arjun G. and Carp, Stefan A. and Dehghani, Hamid and Fang, Qianqian and Fantini, Sergio and Hoshi, Yoko and Niu, Haijing and Obrig, Hellmuth and Klein, Franziska and Artemenko, Christina and Bajracharya, Aahana and Barth, Beatrix and Bartkowski, Christian and Borot, Lénac and Bulgarelli, Chiara and Busch, David R. and Chojak, Malgorzata and DeFreitas, Jason M. and Diprossimo, Laura and Dresler, Thomas and Eken, Aykut and Elsherif, Mahmoud M. and Emberson, Lauren L. and Exner, Anna and Ferdous, Talukdar Raian and Fiske, Abigail and Forbes, Samuel H. and Gemignani, Jessica and Gerloff, Christian and Guérin, Ségolène M. R. and Guevara, Edgar and Hamilton, Antonia F. de C. and Hosseini, S. M. Hadi and Jain, Divya and Kerr-German, Anastasia N. and Kong, Haiyan and Kroczek, Agnes and Longhurst, Jason K. and Lührs, Michael and MacLennan, Rob J. and Mehler, David M. A. and Meidenbauer, Kimberly L. and Moreau, David and Mutlu, Murat C. and Orti, Renato and Paranawithana, Ishara and Pinti, Paola and Jounghani, Ali Rahimpour and Reindl, Vanessa and Ross, Nicholas A. and Sanchez-Alonso, Sara and Seidel-Marzi, Oliver and Shukla, Mohinish and Usama, Syed A. and Talati, Musa and Vergotte, Grégoire and Yaqub, M. Atif and Yu, Chia-Chuan and Zainodini, Hanieh; Neurophotonics; April / 2025

The Use of Functional Near-Infrared Spectroscopy (fNIRS) for Monitoring Brain Function, Predicting Outcomes, and Evaluating Rehabilitative Interventional Responses in Poststroke Patients with Upper Limb Hemiplegia: A Systematic Review

Gong, Yongan and Lin, Ruixuan and Mutlu, Murat Can and Lorentz, Lukas and Shaikh, Usman Jawed and Graeve, Joscha D and Badkoubeh, Niloufar and Zeng, Roy Rongyue and Klein, Franziska and Lührs, Michael and Mathiak, Klaus and Zhang, Jack Jiaqi and Mehler, David MA; IEEE Journal of Selected Topics in Quantum Electronics; 2025

2024

From lab to life: challenges and perspectives of fNIRS for haemodynamic-based neurofeedback in real-world environments

Klein, Franziska and Kohl, Simon H. and Lührs, Michael and Mehler, David M. A. and Sorger, Bettina; Philosophical Transactions of the Royal Society B: Biological Sciences; 2024

2023

Developing Advanced AI Ecosystems to Enhance Diagnosis and Care for Patients with Depression

Franziska Klein, Frerk Müller-Von Aschwege, Patrick Elfert, Julien Räker, Alexandra Philipsen, Niclas Braun, Benjamin Selaskowski, Annika Wiebe, Matthias Guth, Johannes Spallek, Sigrid Seuss, Benjamin Storey, Leo N. Geppert, Ingo Lück, Andreas Hein; Studies in Health Technology and Informatics; Oktober / 2023

Using preregistration as a tool for transparent fNIRS study design

Schroeder, Philipp A. and Artemenko, Christina and Kosie, Jessica E. and Cockx, Helena and Stute, Katharina and Pereira, João and Klein, Franziska and Mehler, David M. A.; Neurophotonics; March / 2023

2022

Assessment of dynamic cerebral autoregulation in near-infrared spectroscopy using short channels: A feasibility study in acute ischemic stroke patients

Becker, Sabeth and Klein, Franziska and König, Katja and Mathys, Christian and Liman, Thomas and Witt, Karsten; Frontiers in Neurology; November / 2022

fMRI-based validation of continuous-wave fNIRS of supplementary motor area activation during motor execution and motor imagery

Klein, Franziska and Debener, Stefan and Witt, Karsten and Kranczioch, Cornelia; Scientific Reports; March / 2022

Performance comparison of systemic activity correction in functional near-infrared spectroscopy for methods with and without short distance channels

Klein, Franziska and Lührs, Michael and Benitez-Andonegui, Amaia and Roehn, Pauline and Kranczioch, Cornelia; Neurophotonics; October / 2022

2019

Signal Processing in fNIRS: A Case for the Removal of Systemic Activity for Single Trial Data

Klein, Franziska and Kranczioch, Cornelia; Frontiers in Human Neuroscience; September / 2019

Projects
of Dr. rer. nat. Franziska Klein

D

DAIsy

Developing AI ecosystems improving diagnosis and care of mental diseases

Duration: 2023 - 2025