fNIRS reproducibility varies with data quality, analysis pipelines, and researcher experience.
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| Title: | fNIRS reproducibility varies with data quality, analysis pipelines, and researcher experience. |
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| Authors: | Yücel MA; Boston University, Neurophotonics Center, Boston, MA, USA. mayucel@bu.edu.; Department of Biomedical Engineering, College of Engineering, Boston University, Boston, MA, USA. mayucel@bu.edu., Luke R; Department of Linguistics, Macquarie University, Sydney, NSW, Australia.; Australia Hearing Hub, Macquarie University Hearing, Sydney, NSW, Australia., Mesquita RC; School of Computer Science, University of Birmingham, Birmingham, UK. r.c.mesquita@bham.ac.uk.; Institute of Physics, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil. r.c.mesquita@bham.ac.uk., von Lühmann A; Intelligent Biomedical Sensing (IBS) Lab, Machine Learning Department, TU Berlin, Berlin, Germany. vonluehmann@tu-berlin.de.; BIFOLD - Berlin Institute for Foundations of Learning and Data, Berlin, Germany. vonluehmann@tu-berlin.de., Mehler DMA; Applied Computational Neuroscience (ACN) lab, Department for Psychiatry, Psychotherapy and Psychosomatics, Medical School, RWTH Aachen University, Aachen, Germany.; Institute of Translational Psychiatry, Medical Faculty, University of Münster, Münster, Germany.; School of Psychology, Cardiff University Brain Research Imaging Center (CUBRIC), Cardiff University, Cardiff, UK., Lührs M; Department of Cognitive Neuroscience, Maastricht University, Maastricht, The Netherlands., Gemignani J; Department of Developmental Psychology and Socialization, Università degli Studi di Padova, Padua, Italy.; Padova Neuroscience Center, Padua, Italy., Abdalmalak A; Brain and Mind Institute, Western University, London, ON, Canada.; Department of Physiology and Pharmacology, Western University, London, ON, Canada., Albrecht F; Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.; Karolinska University Hospital, Women's Health and Allied Health Professionals Theme, Medical Unit Occupational Therapy, Stockholm, Sweden., de Almeida Ivo I; Department of Cognitive Neuroscience, Maastricht University, Maastricht, The Netherlands., Artemenko C; Department of Psychology, University of Tübingen, Tübingen, Germany., Ashton K; Department of Neuroscience, American University, Washington, WA, USA., Augustynowicz P; Department of Experimental Psychology, The John Paul II Catholic University of Lublin, Lublin, Poland., Bajracharya A; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA., Bannier E; CHU Rennes, Radiology Department, Rennes, France.; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR 6074, Empenn, Rennes, France., Barth B; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany.; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany.; German Center for Mental Health (DZPG), partner site, Tübingen, Germany., Bayet L; Department of Neuroscience, American University, Washington, WA, USA., Behrendt J; Intelligent Biomedical Sensing (IBS) Lab, Machine Learning Department, TU Berlin, Berlin, Germany.; BIFOLD - Berlin Institute for Foundations of Learning and Data, Berlin, Germany., Khani HB; BEARLabs, Faculty 1, University of Applied Sciences (HTW) Berlin, Berlin, Germany., Borot L; Research Institute for Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, England., Borrell JA; Department of Biomechanics, University of Nebraska at Omaha, Omaha, NE, USA.; Department of Occupational Therapy Education, University of Kansas Medical Center, Kansas City, KS, USA., Brigadoi S; Department of Developmental Psychology and Socialization, Università degli Studi di Padova, Padua, Italy., Brink K; Department of Biomechanics, University of Nebraska at Omaha, Omaha, NE, USA., Bulgarelli C; Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK., Caruyer E; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR 6074, Empenn, Rennes, France., Chen HC; Department of Psychology, National Chung Cheng University, Minhsiung, Chiayi, Taiwan., Copeland C; Department of Biomechanics, University of Nebraska at Omaha, Omaha, NE, USA., Corouge I; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR 6074, Empenn, Rennes, France., Cutini S; Department of Developmental Psychology and Socialization, Università degli Studi di Padova, Padua, Italy.; Padova Neuroscience Center, Padua, Italy., Di Lorenzo R; Division of Developmental Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.; Harvard Medical School, Boston, MA, USA., Dresler T; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany.; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany.; German Center for Mental Health (DZPG), partner site, Tübingen, Germany., Eggebrecht AT; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA., Ehlis AC; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany.; LEAD Graduate School & Research Network, University of Tübingen, Tübingen, Germany.; German Center for Mental Health (DZPG), partner site, Tübingen, Germany., Erdoğan SB; Faculty of Engineering and Natural Sciences, Department of Biomedical Engineering, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey., Evenblij D; Department of Cognitive Neuroscience, Maastricht University, Maastricht, The Netherlands., Ferdous TR; Department of Biomedical Engineering, University of Houston, Houston, TX, USA., Fracalossi V; Department of Neuroscience, American University, Washington, WA, USA., Franzén E; Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.; Karolinska University Hospital, Women's Health and Allied Health Professionals Theme, Medical Unit Occupational Therapy, Stockholm, Sweden., Gallagher A; Department of Psychology, University of Montreal, Montreal, QC, Canada., Gerloff C; Department of Child and Adolescent Psychiatry, RWTH Aachen University, Aachen, Germany.; JARA-Brain Institute II, Molecular Neuroscience and Neuroimaging, RWTH Aachen & Research Centre Juelich, Aachen, Germany., Gervain J; Department of Developmental Psychology and Socialization, Università degli Studi di Padova, Padua, Italy.; Padova Neuroscience Center, Padua, Italy., Goldhamer N; The Translational Neurorehabilitation Lab at Adi Negev Nahalat Eran, Ofakim, Israel., Gossé LK; Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK., Guérin SMR; Institute of Neuroscience, Université Catholique de Louvain, Brussels, Belgium.; Sciences Cognitives et Sciences Affectives, University of Lille, CNRS, Lille, France., Guevara E; CIACYT, Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico., Hosseini SMH; Department of Psychiatry and Behavioral Sciences, Computational Brain Research and Intervention (C-BRAIN) Lab, Stanford University, Stanford, CA, USA., Innes-Brown H; Eriksholm Research Centre, Snekkersten, Denmark.; Department of Health Technology, Technical University of Denmark, Lyngby, Denmark., Int-Veen I; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany., Jaffe-Dax S; School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Jégou N; Univ Rennes, Inria, CNRS, Inserm, IRISA UMR 6074, Empenn, Rennes, France., Kawaguchi H; Human Informatics and Interaction Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan., Kelsey C; Division of Developmental Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA.; Harvard Medical School, Boston, MA, USA., Kent M; Schulich School of Medicine and Dentistry, Western University, London, ON, Canada., Kessler R; Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany., Kherbawy N; School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Klein F; Applied Computational Neuroscience (ACN) lab, Department for Psychiatry, Psychotherapy and Psychosomatics, Medical School, RWTH Aachen University, Aachen, Germany.; Neurocognition and functional Neurorehabilitation Group, Department of Psychology, University of Oldenburg, Oldenburg, Germany.; Biomedical Devices and Systems Group, R&D Division Health, OFFIS Institute for Information Technology, Oldenburg, Germany., Kochavi N; School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Kolisnyk M; Department of Psychology, Western University, London, ON, Canada., Koren Y; Department of Physical Therapy, Ben-Gurion University, Beersheba, Israel., Kroczek A; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany., Kvist A; Division of Physiotherapy, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden., Lin CP; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA.; Department of Physics, Washington University in St. Louis, St. Louis, MO, USA., Löw A; Experimental Psychology Unit, Helmut Schmidt University/University of the Federal Armed Forces Hamburg, Hamburg, Germany., Luan S; Health and Rehabilitation Sciences Program, Faculty of Health Science, Western University, London, ON, Canada., Mao D; Human Hearing, The Bionics Institute, East Melbourne, VIC, Australia., Martins GG; Institute of Physics, University of Campinas (UNICAMP), Campinas, São Paulo, Brazil., Middell E; Intelligent Biomedical Sensing (IBS) Lab, Machine Learning Department, TU Berlin, Berlin, Germany.; BIFOLD - Berlin Institute for Foundations of Learning and Data, Berlin, Germany., Montero-Hernandez S; Boston University, Neurophotonics Center, Boston, MA, USA.; Department of Biomedical Engineering, College of Engineering, Boston University, Boston, MA, USA., Mutlu MC; Institute of Biology, Otto von Guericke University, Magdeburg, Germany., Novi SL; Department of Physiology and Pharmacology, Western University, London, ON, Canada., Paquette N; Department of Psychology, University of Montreal, Montreal, QC, Canada., Paranawithana I; Human Hearing, The Bionics Institute, East Melbourne, VIC, Australia., Parmet Y; Industrial engineering and management, Ben-Gurion university, Beersheba, Israel., Peelle JE; Department of Communication Sciences and Disorders and Department of Psychology, Northeastern University, Boston, MA, USA., Peng K; Department of Electrical and Computer Engineering, Price Faculty of Engineering, University of Manitoba, Winnipeg, MB, Canada., Peng T; Human Hearing, The Bionics Institute, East Melbourne, VIC, Australia., Pereira J; Department of Cognitive Neuroscience, Maastricht University, Maastricht, The Netherlands.; Coimbra Institute for Biomedical Imaging and Translational Research, Institute for Nuclear Sciences Applied to Health - University of Coimbra, Coimbra, Portugal., Pinti P; Centre for Brain and Cognitive Development, Birkbeck, University of London, London, UK., Pollonini L; Department of Engineering Technology, University of Houston, Houston, TX, USA., Jounghani AR; Department of Psychiatry and Behavioral Sciences, Computational Brain Research and Intervention (C-BRAIN) Lab, Stanford University, Stanford, CA, USA.; Department of Psychology, University of California, Merced, Merced, CA, USA., Reindl V; Department of Child and Adolescent Psychiatry, RWTH Aachen University, Aachen, Germany.; Psychology, School of Social Sciences, Nanyang Technological University, Singapore, Republic of Singapore., Ringels W; Applied Computational Neuroscience (ACN) lab, Department for Psychiatry, Psychotherapy and Psychosomatics, Medical School, RWTH Aachen University, Aachen, Germany., Schopp B; Department of Psychiatry and Psychotherapy, Tübingen Center for Mental Health, University of Tübingen, Tübingen, Germany., Schulte A; Eriksholm Research Centre, Snekkersten, Denmark.; Department of Experimental Otology of the Clinics of Otolaryngology, Hannover Medical School, Hannover, Germany., Schulte-Rüther M; Department of Child and Adolescent Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany.; Department of Child and Adolescent Psychiatry and Psychotherapy, University Hospital Heidelberg, Heidelberg, Germany., Segel A; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA., Ala TS; Eriksholm Research Centre, Snekkersten, Denmark.; Department of Health Technology, Technical University of Denmark, Lyngby, Denmark., Shader MJ; Department of Speech, Language, and Hearing Sciences, Purdue University, West Lafayette, IN, USA., Shavit H; School of Psychological Sciences and Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, Israel., Sherafati A; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA.; Department of Neurology, University of California, San Francisco, CA, USA., Soltanlou M; School of Psychology, University of Surrey, Guildford, UK.; Department of Childhood Education, Faculty of Education, University of Johannesburg, Johannesburg, South Africa., Sorger B; Department of Cognitive Neuroscience, Maastricht University, Maastricht, The Netherlands., Speh E; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA., Stubbs KD; Brain and Mind Institute, Western University, London, ON, Canada.; BrainsCAN, Western University, London, ON, Canada., Stute K; Chemnitz University of Technology, Faculty of Behavioural and Social Sciences, Department of Human Movement Science and Health, Chemnitz, Germany., Sullivan EF; Division of Developmental Medicine, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA., Tak S; Center for Bio-Imaging and Translational Research, Korea Basic Science Institute, Cheongju, Republic of Korea.; Graduate School of Analytical Science and Technology, Chungnam National University, Daejeon, Republic of Korea., Tipado Z; Department of Psychopharmacology, Maastricht University, Maastricht, The Netherlands., Tremblay J; Department of Psychology, University of Montreal, Montreal, QC, Canada., Vahidi H; Schulich School of Medicine and Dentistry, Western University, London, ON, Canada., Van Eeckhoutte M; Department of Health Technology, Technical University of Denmark, Lyngby, Denmark.; Copenhagen Hearing and Balance Centre, Rigshospitalet, Copenhagen, Denmark., Vannasing P; Department of Psychology, University of Montreal, Montreal, QC, Canada., Vergotte G; EuroMov Digital Health in Motion, Univ Montpellier, IMT Mines Ales, Montpellier, France., Vincent MA; Sciences Cognitives et Sciences Affectives, University of Lille, CNRS, Lille, France., Weiss E; Department of Clinical Neuropsychology, University Hospital RWTH Aachen, Aachen, Germany., Yang D; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, WA, USA., Yükselen G; Faculty of Engineering and Natural Sciences, Department of Biomedical Engineering, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey., Zapała D; Department of Experimental Psychology, The John Paul II Catholic University of Lublin, Lublin, Poland., Zemanek V; Faculty of Science, University of Amsterdam, Amsterdam, The Netherlands. |
| Source: | Communications biology [Commun Biol] 2025 Aug 04; Vol. 8 (1), pp. 1149. Date of Electronic Publication: 2025 Aug 04. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group UK Country of Publication: England NLM ID: 101719179 Publication Model: Electronic Cited Medium: Internet ISSN: 2399-3642 (Electronic) Linking ISSN: 23993642 NLM ISO Abbreviation: Commun Biol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2399-3642 |
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| DOI: | 10.1038/s42003-025-08412-1 |
