** = Publikationen gelistet in SCI/SSCI/Pubmed
** Ferreira, FCPADM; Nielsen-Saines, K; Lopes, Moreira, ME; Salgado, AD; Costa, RP; de, Campos, SB; Zhang, D; Hüning, B; Einspieler, C; Marschik, PB; Fuller, T; Brasil, P
Neurodevelopmental Follow-Up in Children with Intrauterine and Perinatal Exposure to Chikungunya Virus.
J Pediatr. 2025; 114477
Doi: 10.1016/j.jpeds.2025.114477
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** Jahn, L; Flügge, S; Zhang, D; Poustka, L; Bölte, S; Wörgötter, F; Marschik, PB; Kulvicius, T
Comparison of marker-less 2D image-based methods for infant pose estimation.
Sci Rep. 2025; 15(1):12148
Doi: 10.1038/s41598-025-96206-0
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** Kulvicius, T; Zhang, D; Poustka, L; Bölte, S; Jahn, L; Flügge, S; Kraft, M; Zweckstetter, M; Nielsen-Saines, K; Wörgötter, F; Marschik, PB
Deep learning empowered sensor fusion boosts infant movement classification.
Commun Med (Lond). 2025; 5(1):16
Doi: 10.1038/s43856-024-00701-w
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** Lang, S; Marschik, PB; Laudańska, Z; Wilken, B; Schaaf, CP; Hahn, A; Kulvicius, T; Sigafoos, J; Bölte, S; Poustka, L; Neul, JL; Zhang, D
Shared Environment - Different Genes: Speech-Language Development in a Pair of Dizygotic Twins with and Without MECP2 Mutation.
J Genet Psychol. 2025; 1-16
Doi: 10.1080/00221325.2025.2465788
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** Laudańska, Z; Babis, K; Kozioł, A; Szmytke, M; Marschik, PB; Zhang, D; Malinowska-Korczak, A; López, Pérez, D; Tomalski, P
Context Shapes (Proto)Conversations in the First Year of Life.
Dev Sci. 2025; 28(3):e70018
Doi: 10.1111/desc.70018
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** Laudańska, Z; Malinowska-Korczak, A; Babis, K; Mąka, S; Lozano, I; Marschik, PB; Zhang, D; Patsis, K; Szmytke, M; Podstolak, M; Araszkiewicz, W; Tomalski, P
Sit and face the world: ontogenetic adaptation in infant vocal production and visual attention during the transition to independent sitting.
BMC Psychol. 2025; 13(1):320
Doi: 10.1186/s40359-025-02645-9
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** Laudańska, Z; Caunt, A; Cristia, A; Warlaumont, A; Patsis, K; Tomalski, P; Warreyn, P; Abney, DH; Borjon, JI; Airaksinen, M; Jones, EJ; Bölte, S; Dall, M; Holzinger, D; Poustka, L; Roeyers, H; Wass, S; Zhang, D; Marschik, PB
From data to discovery: Technology propels speech-language research and theory-building in developmental science.
Neurosci Biobehav Rev. 2025; 174:106199
Doi: 10.1016/j.neubiorev.2025.106199
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** Einspieler, C; Bos, AF; Spittle, AJ; Bertoncelli, N; Burger, M; Peyton, C; Toldo, M; Utsch, F; Zhang, D; Marschik, PB
The General Movement Optimality Score-Revised (GMOS-R) with Socioeconomically Stratified Percentile Ranks.
J Clin Med. 2024; 13(8):
Doi: 10.3390/jcm13082260
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** Fajardo-Martinez, V; Ferreira, F; Fuller, T; Cambou, MC; Kerin, T; Paiola, S; Mok, T; Rao, R; Mohole, J; Paravastu, R; Zhang, D; Marschik, P; Iyer, S; Kesavan, K; Borges, Lopes, MDC; Britto, JAA; Moreira, ME; Brasil, P; Nielsen-Saines, K
Neurodevelopmental delay in children exposed to maternal SARS-CoV-2 in-utero.
Sci Rep. 2024; 14(1):11851
Doi: 10.1038/s41598-024-61918-2
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** Marschik, PB; Bos, AF; Zhang, DJ; Ferrari, F; Cioni, G
Ontogeny for a lifetime - Structure meets function
EARLY HUM DEV. 2024; 199: 106135
Doi: 10.1016/j.earlhumdev.2024.106135
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** Fajardo, Martinez, V; Zhang, D; Paiola, S; Mok, T; Cambou, MC; Kerin, T; Rao, R; Brasil, P; Ferreira, F; Fuller, T; Bhattacharya, D; Foo, SS; Chen, W; Jung, J; Einspieler, C; Marschik, PB; Nielsen-Saines, K
Neuromotor repertoires in infants exposed to maternal COVID-19 during pregnancy: a cohort study.
BMJ Open. 2023; 13(1): e069194
Doi: 10.1136/bmjopen-2022-069194
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** Kulvicius, T; Lang, S; Widmann, CAA; Hansmann, N; Holzinger, D; Poustka, L; Zhang, DJ; Marschik, P
Facilitating Deep Acoustic Phenotyping: A Basic Coding Scheme of Infant Vocalisations Preluding Computational Analysis, Machine Learning and Clinical Reasoning
KINDH ENTWICKL. 2023; 32(3): 142-150.
Doi: 10.1026/0942-5403/a000418
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** Kulvicius, T; Zhang, D; Nielsen-Saines, K; Bölte, S; Kraft, M; Einspieler, C; Poustka, L; Wörgötter, F; Marschik, PB
Infant movement classification through pressure distribution analysis.
Commun Med (Lond). 2023; 3(1):112
Doi: 10.1038/s43856-023-00342-5
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** Marschik, PB; Kulvicius, T; Flügge, S; Widmann, C; Nielsen-Saines, K; Schulte-Rüther, M; Hüning, B; Bölte, S; Poustka, L; Sigafoos, J; Wörgötter, F; Einspieler, C; Zhang, D
Open video data sharing in developmental science and clinical practice.
iScience. 2023; 26(4): 106348
Doi: 10.1016/j.isci.2023.106348
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** Marschik-Zhang, D; Wang, J; Shen, X; Zhu, X; Gao, H; Yang, H; Marschik, PB
Building Blocks for Deep Phenotyping in Infancy: A Use Case Comparing Spontaneous Neuromotor Functions in Prader-Willi Syndrome and Cerebral Palsy.
J Clin Med. 2023; 12(3):
Doi: 10.3390/jcm12030784
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** Örtqvist, M; Marschik, PB; Toldo, M; Zhang, D; Fajardo-Martinez, V; Nielsen-Saines, K; Ådén, U; Einspieler, C
Reliability of the Motor Optimality Score-Revised: A study of infants at elevated likelihood for adverse neurological outcomes.
Acta Paediatr. 2023; 112(6):1259-1265
Doi: 10.1111/apa.16747
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** Zhang, D; Lang, S; Wilken, B; Einspieler, C; Neul, JL; Bölte, S; Holzinger, D; Freilinger, M; Poustka, L; Sigafoos, J; Marschik, PB
Learning about neurodiversity from parents - Auditory gestalt perception of prelinguistic vocalisations.
Res Dev Disabil. 2023; 138: 104515
Doi: 10.1016/j.ridd.2023.104515
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** Marschik, PB; Kwong, AKL; Silva, N; Olsen, JE; Schulte-Rüther, M; Bölte, S; Örtqvist, M; Eeles, A; Poustka, L; Einspieler, C; Nielsen-Saines, K; Zhang, D; Spittle, AJ
Mobile Solutions for Clinical Surveillance and Evaluation in Infancy-General Movement Apps.
J Clin Med. 2023; 12(10):
Doi: 10.3390/jcm12103576
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** Bartl-Pokorny, KD; Pokorny, FB; Garrido, D; Schuller, BW; Zhang, DJ; Marschik, PB
Vocalisation Repertoire at the End of the First Year of Life: An Exploratory Comparison of Rett Syndrome and Typical Development
J DEV PHYS DISABIL. 2022;
Doi: 10.1007/s10882-022-09837-w
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** Isensee, C; Schmid, B; Marschik, PB; Zhang, D; Poustka, L
Impact of COVID-19 pandemic on families living with autism: An online survey.
Res Dev Disabil. 2022; 129: 104307
Doi: 10.1016/j.ridd.2022.104307
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** Krieber-Tomantschger, M; Pokorny, FB; Krieber-Tomantschger, I; Langmann, L; Poustka, L; Zhang, D; Treue, S; Tanzer, NK; Einspieler, C; Marschik, PB; Körner, C
The development of visual attention in early infancy: Insights from a free-viewing paradigm.
Infancy. 2022; 27(2):433-458
Doi: 10.1111/infa.12449
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** Leyener, U; Kraushaar, C; Dathe, AK; Felderhoff-Müser, U; Marschik, PB; Zhang, D; Hüning, BM
[Physiotherapy in German Neonatal Intensive Care Units - Indication and Clinical Application of the General Movements Assessments].
Z Geburtshilfe Neonatol. 2022;
Doi: 10.1055/a-1791-5778
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** Pokorny, FB; Schmitt, M; Egger, M; Bartl-Pokorny, KD; Zhang, D; Schuller, BW; Marschik, PB
Automatic vocalisation-based detection of fragile X syndrome and Rett syndrome.
Sci Rep. 2022; 12(1): 13345
Doi: 10.1038/s41598-022-17203-1
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** Tiene, SF; Cranston, JS; Nielsen-Saines, K; Kerin, T; Fuller, T; Vasconcelos, Z; Marschik, PB; Zhang, D; Pone, M; Pone, S; Zin, A; Brickley, E; Orofino, D; Brasil, P; Adachi, K; da, Costa, ACC; Lopes, Moreira, ME
Early Predictors of Poor Neurologic Outcomes in a Prospective Cohort of Infants With Antenatal Exposure to Zika Virus.
Pediatr Infect Dis J. 2022; 41(3): 255-262.
Doi: 10.1097/INF.0000000000003379
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** Marschik, PB; Widmann, CAA; Lang, S; Kulvicius, T; Boterberg, S; Nielsen-Saines, K; Bolte, S; Esposito, G; Nordahl-Hansen, A; Roeyers, H; Worgotter, F; Einspieler, C; Poustka, L; Zhang, DJ
Emerging Verbal Functions in Early Infancy: Lessons from Observational and Computational Approaches on Typical Development and Neurodevelopmental Disorders
ADV NEURODEV DISORD. 2022;
Doi: 10.1007/s41252-022-00300-7
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** Barbosa, VM; Einspieler, C; Smith, E; Bos, AF; Cioni, G; Ferrari, F; Yang, H; Urlesberger, B; Marschik, PB; Zhang, DJ
Clinical Implications of the General Movement Optimality Score: Beyond the Classes of Rasch Analysis
J CLIN MED. 2021; 10(5): 1069
Doi: 10.3390/jcm10051069
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** Dechsling, A; Shic, F; Zhang, D; Marschik, PB; Esposito, G; Orm, S; Sütterlin, S; Kalandadze, T; Øien, RA; Nordahl-Hansen, A
Virtual reality and naturalistic developmental behavioral interventions for children with autism spectrum disorder.
Res Dev Disabil. 2021; 111:103885
Doi: 10.1016/j.ridd.2021.103885
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** Einspieler, C; Zhang, DJ; Marschik, PB
The Significance of Fetal and Neonatal Spontaneous Movements for Development and Early Identification of Developmental Disorders
KINDH ENTWICKL. 2021; 30(1): 6-14.
Doi: 10.1026/0942-5403/a000323
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** Lang, S; Willmes, K; Marschik, PB; Zhang, D; Fox-Boyer, A
Prelexical phonetic and early lexical development in German-acquiring infants: canonical babbling and first spoken words.
Clin Linguist Phon. 2021; 35(2):185-200
Doi: 10.1080/02699206.2020.1731606
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** Lang, S; Zhang, DJ; Poustka, L; Bartl-Pokorny, KD; Pokorny, FB; Bolte, S; Sachse, S; Mani, N; Fox-Boyer, AV; Hartung, M; Einspieler, C; Marschik, PB
Early Detection of Developmental Disorders: The role of Canonical Babbling
KINDH ENTWICKL. 2021; 30(1): 15-24.
Doi: 10.1026/0942-5403/a000324
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** Reich, S; Zhang, D; Kulvicius, T; Bölte, S; Nielsen-Saines, K; Pokorny, FB; Peharz, R; Poustka, L; Wörgötter, F; Einspieler, C; Marschik, PB
Novel AI driven approach to classify infant motor functions.
Sci Rep. 2021; 11(1): 9888-9888.
Doi: 10.1038/s41598-021-89347-5
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** Silva, N; Zhang, D; Kulvicius, T; Gail, A; Barreiros, C; Lindstaedt, S; Kraft, M; Bölte, S; Poustka, L; Nielsen-Saines, K; Wörgötter, F; Einspieler, C; Marschik, PB
The future of General Movement Assessment: The role of computer vision and machine learning - A scoping review.
Res Dev Disabil. 2021; 110:103854
Doi: 10.1016/j.ridd.2021.103854
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** Pokorny, FB; Bartl-Pokorny, KD; Zhang, DJ; Marschik, PB; Schuller, D; Schuller, BW
Efficient Collection and Representation of Preverbal Data in Typical and Atypical Development.
J NONVERBAL BEHAV. 2020;
Doi: 10.1007/s10919-020-00332-4
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** Toldo, M; Varishthananda, S; Einspieler, C; Tripathi, N; Singh, A; Verma, SK; Vishwakarma, K; Zhang, D; Dwivedi, A; Gupta, R; Karn, S; Kerketta, N; Narayan, R; Nikam Singh, K; Rani, S; Singh, A; Singh, D; Singh, KP; Singh, N; Singh, N; Singh, R; Singh, SP; Srivastava, R; Srivastava, S; Srivastava, S; Yadav, G; Yadav, P; Yadav, S; Yadav, S; Marschik, PB
Enhancing early detection of neurological and developmental disorders and provision of intervention in low-resource settings in Uttar Pradesh, India: study protocol of the G.A.N.E.S.H. programme.
BMJ Open. 2020; 10(11): e037335-e037335.
Doi: 10.1136/bmjopen-2020-037335
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** Einspieler, C; Utsch, F; Brasil, P; Panvequio Aizawa, CY; Peyton, C; Hydee Hasue, R; Françoso Genovesi, F; Damasceno, L; Moreira, ME; Adachi, K; Marschik, PB; Nielsen-Saines, K; GM Zika Working Group
Association of Infants Exposed to Prenatal Zika Virus Infection With Their Clinical, Neurologic, and Developmental Status Evaluated via the General Movement Assessment Tool.
JAMA Netw Open. 2019; 2(1): e187235-e187235.
Doi: 10.1001/jamanetworkopen.2018.7235
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** Zhang, D; Bedogni, F; Boterberg, S; Camfield, C; Camfield, P; Charman, T; Curfs, L; Einspieler, C; Esposito, G; De Filippis, B; Goin-Kochel, RP; Höglinger, GU; Holzinger, D; Iosif, AM; Lancioni, GE; Landsberger, N; Laviola, G; Marco, EM; Müller, M; Neul, JL; Nielsen-Saines, K; Nordahl-Hansen, A; O'Reilly, MF; Ozonoff, S; Poustka, L; Roeyers, H; Rankovic, M; Sigafoos, J; Tammimies, K; Townend, GS; Zwaigenbaum, L; Zweckstetter, M; Bölte, S; Marschik, PB
Towards a consensus on developmental regression.
Neurosci Biobehav Rev. 2019; 107:3-5
Doi: 10.1016/j.neubiorev.2019.08.014
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** Zhang, D; Krieber-Tomantschger, I; Poustka, L; Roeyers, H; Sigafoos, J; Bölte, S; Marschik, PB; Einspieler, C
Identifying Atypical Development: A Role of Day-Care Workers?
J Autism Dev Disord. 2019; 49(9):3685-3694
Doi: 10.1007/s10803-019-04056-3
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** Lang, S; Bartl-Pokorny, KD; Pokorny, FB; Garrido, D; Mani, N; Fox-Boyer, AV; Zhang, D; Marschik, PB
Canonical Babbling: A Marker for Earlier Identification of Late Detected Developmental Disorders?
Curr Dev Disord Rep. 2019; 6(3): 111-118.
Doi: 10.1007/s40474-019-00166-w
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** Marschik, PB; Lemcke, S; Einspieler, C; Zhang, D; Bölte, S; Townend, GS; Lauritsen, MB
Early development in Rett syndrome - the benefits and difficulties of a birth cohort approach.
Dev Neurorehabil. 2018; 21(1):68-72
Doi: 10.1080/17518423.2017.1323970
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** Pokorny, FB; Bartl-Pokorny, KD; Einspieler, C; Zhang, D; Vollmann, R; Bölte, S; Gugatschka, M; Schuller, BW; Marschik, PB
Typical vs. atypical: Combining auditory Gestalt perception and acoustic analysis of early vocalisations in Rett syndrome.
Res Dev Disabil. 2018; 82(6):109-119
Doi: 10.1016/j.ridd.2018.02.019
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** Roche, L; Zhang, D; Bartl-Pokorny, KD; Pokorny, FB; Schuller, BW; Esposito, G; Bölte, S; Roeyers, H; Poustka, L; Gugatschka, M; Waddington, H; Vollmann, R; Einspieler, C; Marschik, PB
Early Vocal Development in Autism Spectrum Disorder, Rett Syndrome, and Fragile X Syndrome: Insights from Studies using Retrospective Video Analysis.
Adv Neurodev Disord. 2018; 2(1): 49-61.
Doi: 10.1007/s41252-017-0051-3
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** Zhang, D; Roche, L; Bartl-Pokorny, KD; Krieber, M; McLay, L; Bölte, S; Poustka, L; Sigafoos, J; Gugatschka, M; Einspieler, C; Marschik, PB
Response to name and its value for the early detection of developmental disorders: Insights from autism spectrum disorder, Rett syndrome, and fragile X syndrome. A perspectives paper.
Res Dev Disabil. 2018; 82(6):95-108
Doi: 10.1016/j.ridd.2018.04.004
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** Zhang, D; Poustka, L; Marschik, PB; Einspieler, C
The onset of hand stereotypies in fragile X syndrome.
Dev Med Child Neurol. 2018; 60(10): 1060-1061.
Doi: 10.1111/dmcn.13924
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** Herrero, D; Einspieler, C; Panvequio Aizawa, CY; Mutlu, A; Yang, H; Nogolová, A; Pansy, J; Nielsen-Saines, K; Marschik, PB; GenGM Study Group
The motor repertoire in 3- to 5-month old infants with Down syndrome.
Res Dev Disabil. 2017; 67(7):1-8
Doi: 10.1016/j.ridd.2017.05.006
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** Krieber, M; Bartl-Pokorny, KD; Pokorny, FB; Zhang, D; Landerl, K; Körner, C; Pernkopf, F; Pock, T; Einspieler, C; Marschik, PB
Eye Movements during Silent and Oral Reading in a Regular Orthography: Basic Characteristics and Correlations with Childhood Cognitive Abilities and Adolescent Reading Skills.
PLoS One. 2017; 12(2):e0170986-e0170986
Doi: 10.1371/journal.pone.0170986
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** Salavati, S; Einspieler, C; Vagelli, G; Zhang, D; Pansy, J; Burgerhof, JGM; Marschik, PB; Bos, AF
The association between the early motor repertoire and language development in term children born after normal pregnancy.
Early Hum Dev. 2017; 111(1):30-35
Doi: 10.1016/j.earlhumdev.2017.05.006
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** Zhang, D; Kaufmann, WE; Sigafoos, J; Bartl-Pokorny, KD; Krieber, M; Marschik, PB; Einspieler, C
Parents' initial concerns about the development of their children later diagnosed with fragile X syndrome.
J Intellect Dev Disabil. 2017; 42(2):114-122
Doi: 10.3109/13668250.2016.1228858
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** Marschik, PB; Pokorny, FB; Peharz, R; Zhang, D; O'Muircheartaigh, J; Roeyers, H; Bölte, S; Spittle, AJ; Urlesberger, B; Schuller, B; Poustka, L; Ozonoff, S; Pernkopf, F; Pock, T; Tammimies, K; Enzinger, C; Krieber, M; Tomantschger, I; Bartl-Pokorny, KD; Sigafoos, J; Roche, L; Esposito, G; Gugatschka, M; Nielsen-Saines, K; Einspieler, C; Kaufmann, WE; BEE-PRI Study Group
A Novel Way to Measure and Predict Development: A Heuristic Approach to Facilitate the Early Detection of Neurodevelopmental Disorders.
Curr Neurol Neurosci Rep. 2017; 17(5):43-43
Doi: 10.1007/s11910-017-0748-8
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** Marschik, PB; Zhang, DJ; Esposito, G; Bolte, S; Einspieler, C; Sigafoos, J
Same or different: Common pathways of behavioral biomarkers in infants and children with neurodevelopmental disorders?
BEHAV BRAIN SCI. 2017; 40: e64
Doi: 10.1017/S0140525X1500299X
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** Bölte, S; Bartl-Pokorny, KD; Jonsson, U; Berggren, S; Zhang, D; Kostrzewa, E; Falck-Ytter, T; Einspieler, C; Pokorny, FB; Jones, EJ; Roeyers, H; Charman, T; Marschik, PB
How can clinicians detect and treat autism early? Methodological trends of technology use in research.
Acta Paediatr. 2016; 105(2):137-144
Doi: 10.1111/apa.13243
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** Breen, D; Shorten, G; Aboulafia, A; Zhang, D; Hockemeyer, C; Albert, D
Defining a competency map for a practical skill.
Clin Teach. 2014; 11(7):531-536
Doi: 10.1111/tct.12194
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** Bartl-Pokorny, KD; Marschik, PB; Sachse, S; Green, VA; Zhang, D; Van Der Meer, L; Wolin, T; Einspieler, C
Tracking development from early speech-language acquisition to reading skills at age 13.
Dev Neurorehabil. 2013; 16(3):188-195
Doi: 10.3109/17518423.2013.773101
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** Marschik, PB; Kaufmann, WE; Sigafoos, J; Wolin, T; Zhang, D; Bartl-Pokorny, KD; Pini, G; Zappella, M; Tager-Flusberg, H; Einspieler, C; Johnston, MV
Changing the perspective on early development of Rett syndrome.
Res Dev Disabil. 2013; 34(4):1236-1239
Doi: 10.1016/j.ridd.2013.01.014
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** Bartl-Pokorny, KD; Landerl, K; Einspieler, C; Enzinger, C; Gebauer, D; Fink, A; Zhang, D; Kozel, N; Kargl, R; Preisler, AS; Vollmann, R; Marschik, PB
Dyslexia and its Neural Signature
KLIN NEUROPHYSIOL. 2011; 42(3): 166-171.
Doi: 10.1055/s-0031-1285905
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