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Exploring resting state connectivity in patients with psychotic depression

Oudega, M. L., van der Werf, Y. D., Dols, A., Wattjes, M. P., Barkhof, F., Bouckaert, F., Vandenbulcke, M., de Winter, F-L., Sienaert, P., Eikelenboom, P., Stek, M. L., van den Heuvel, O. A., Emsell, L., Rhebergen, D. & van Exel, E., 2019, In : PLoS ONE. 14, 1, e0209908.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Global Burden of Small Vessel Disease-Related Brain Changes on MRI Predicts Cognitive and Functional Decline

Jokinen, H., Koikkalainen, J., Laakso, H. M., Melkas, S., Nieminen, T., Brander, A., Korvenoja, A., Rueckert, D., Barkhof, F., Scheltens, P., Schmidt, R., Fazekas, F., Madureira, S., Verdelho, A., Wallin, A., Wahlund, L-O., Waldemar, G., Chabriat, H., Hennerici, M., O'Brien, J. & 4 others, Inzitari, D., Lötjönen, J., Pantoni, L. & Erkinjuntti, T., 8 Nov 2019, In : Stroke. 51, 1, p. STROKEAHA119026170

Research output: Contribution to journalArticleAcademicpeer-review

Gray matter networks and cognitive impairment in multiple sclerosis

Rimkus, C. M., Schoonheim, M. M., Steenwijk, M. D., Vrenken, H., Eijlers, A. J., Killestein, J., Wattjes, M. P., Leite, C. C., Barkhof, F. & Tijms, B. M., 1 Mar 2019, In : Multiple Sclerosis. 25, 3, p. 382-391

Research output: Contribution to journalArticleAcademicpeer-review

Gray matter T1-w/T2-w ratios are higher in Alzheimer's disease

Pelkmans, W., Dicks, E., Barkhof, F., Vrenken, H., Scheltens, P., van der Flier, W. M. & Tijms, B. M., 2019, In : Human Brain Mapping. 40, 13, p. 3900-3909

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Harmonization of neuroimaging biomarkers for neurodegenerative diseases: A survey in the imaging community of perceived barriers and suggested actions

Jovicich, J., Barkhof, F., Babiloni, C., Herholz, K., Mulert, C., van Berckel, B. N. M., Frisoni, G. B. & SRA-NED JPND Working Group, 1 Dec 2019, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 11, p. 69-73 5 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

High-dimensional detection of imaging response to treatment in multiple sclerosis

Kanber, B., Nachev, P., Barkhof, F., Calvi, A., Cardoso, J., Cortese, R., Prados, F., Sudre, C. H., Tur, C., Ourselin, S. & Ciccarelli, O., 2019, In : NPJ digital medicine. 2, p. 49

Research output: Contribution to journalArticleAcademicpeer-review

Hippocampal profiling: Localized magnetic resonance imaging volumetry and T2 relaxometry for hippocampal sclerosis

Vos, S. B., Winston, G. P., Goodkin, O., Pemberton, H. G., Barkhof, F., Prados, F., Galovic, M., Koepp, M., Ourselin, S., Cardoso, M. J. & Duncan, J. S., 24 Dec 2019, (Accepted/In press) In : Epilepsia.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

How Do Different Forms of Vascular Brain Injury Relate to Cognition in a Memory Clinic Population: The TRACE-VCI Study

Boomsma, J. M. F., Exalto, L. G., Barkhof, F., van den Berg, E., de Bresser, J., Heinen, R., Leeuwis, A. E., Prins, N. D., Scheltens, P., Weinstein, H. C., van der Flier, W. M. & Biessels, G. J., 8 Apr 2019, In : Journal of Alzheimer's Disease. 68, 3, p. 1273-1286 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Impact of white matter hyperintensity location on depressive symptoms in memory-clinic patients: a lesion–symptom mapping study

Leeuwis, A. E., Weaver, N. A., Biesbroek, J. M., Exalto, L. G., Kuijf, H. J., Hooghiemstra, A. M., Prins, N. D., Scheltens, P., Barkhof, F., van der Flier, W. M., Biessels, G. J. & TRACE-VCI study group, 1 Jul 2019, In : Journal of Psychiatry and Neuroscience. 44, 4, p. E1-E10 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Impairment in complex activities of daily living is related to neurodegeneration in Alzheimer's disease-specific regions

Jutten, R. J., Dicks, E., Vermaat, L., Barkhof, F., Scheltens, P., Tijms, B. M. & Sikkes, S. A. M., 1 Mar 2019, In : Neurobiology of Aging. 75, p. 109-116 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Improved performance of the 2017 McDonald criteria for diagnosis of multiple sclerosis in children in a real-life cohort

Hacohen, Y., Brownlee, W., Mankad, K., Chong, W. K. K., Thompson, A., Lim, M., Wassmer, E., Hemingway, C., Barkhof, F. & Ciccarelli, O., 18 Jul 2019, In : Multiple Sclerosis.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Inflammatory biomarkers in Alzheimer's disease plasma

Morgan, A. R., Touchard, S., Leckey, C., O'Hagan, C., Nevado-Holgado, A. J., Barkhof, F., Bertram, L., Blin, O., Bos, I., Dobricic, V., Engelborghs, S., Frisoni, G., Frölich, L., Gabel, S., Johannsen, P., Kettunen, P., Kłoszewska, I., Legido-Quigley, C., Lleó, A., Martinez-Lage, P. & 32 others, Mecocci, P., Meersmans, K., Molinuevo, J. L., Peyratout, G., Popp, J., Richardson, J., Sala, I., Scheltens, P., Streffer, J., Soininen, H., Tainta-Cuezva, M., Teunissen, C., Tsolaki, M., Vandenberghe, R., Visser, P. J., Vos, S., Wahlund, L-O., Wallin, A., Westwood, S., Zetterberg, H., Lovestone, S., Morgan, B. P., Bullmore, E. T., Bhatti, J., Chamberlain, S. J., Correia, M. M., Crofts, A. L., Dickinson, A., Foster, A. C., Kitzbichler, M. G., NIMA Consortium & Annex: NIMA–Wellcome Trust Consortium for Neuroimmunology of Mood Disorders and Alzheimer's Disease, 1 Jun 2019, In : Alzheimer's and Dementia. 15, 6, p. 776-787 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Infratentorial and spinal cord lesions: Cumulative predictors of long-term disability?

Dekker, I., Sombekke, M. H., Balk, L. J., Moraal, B., Geurts, J. J. G., Barkhof, F., Uitdehaag, B. M. J., Killestein, J. & Wattjes, M. P., 2 Aug 2019, In : Multiple Sclerosis Journal.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Inter-rater agreement in glioma segmentations on longitudinal MRI

Visser, M., Müller, D. M. J., van Duijn, R. J. M., Smits, M., Verburg, N., Hendriks, E. J., Nabuurs, R. J. A., Bot, J. C. J., Eijgelaar, R. S., Witte, M., van Herk, M. B., Barkhof, F., de Witt Hamer, P. C. & de Munck, J. C., 1 Jan 2019, In : NeuroImage: Clinical. 22, 101727.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Lifespan normative data on rates of brain volume changes

Battaglini, M., Gentile, G., Luchetti, L., Giorgio, A., Vrenken, H., Barkhof, F., Cover, K. S., Bakshi, R., Chu, R., Sormani, M. P., Enzinger, C., Ropele, S., Ciccarelli, O., Wheeler-Kingshott, C., Yiannakas, M., Filippi, M., Rocca, M. A., Preziosa, P., Gallo, A., Bisecco, A. & 8 others, Palace, J., Kong, Y., Horakova, D., Vaneckova, M., Gasperini, C., Ruggeri, S., de Stefano, N. & MAGNIMS Study Group, 1 Sep 2019, In : Neurobiology of Aging. 81, p. 30-37

Research output: Contribution to journalArticleAcademicpeer-review

Longitudinal spinal cord atrophy in multiple sclerosis using the generalized boundary shift integral

Moccia, M., Prados, F., Filippi, M., Rocca, M. A., Valsasina, P., Brownlee, W. J., Zecca, C., Gallo, A., Rovira, A., Gass, A., Palace, J., Lukas, C., Vrenken, H., Ourselin, S., Gandini Wheeler-Kingshott, C. A. M., Ciccarelli, O., Barkhof, F. & MAGNIMS Study Group, 1 Nov 2019, In : Annals of Neurology. 86, 5, p. 704-713

Research output: Contribution to journalArticleAcademicpeer-review

Medial temporal lobe atrophy and posterior atrophy scales normative values

Cotta Ramusino, M., Altomare, D., Bacchin, R., Ingala, S., Bnà, C., Bonetti, M., Costa, A., Barkhof, F., Nicolosi, V., Festari, C., Frisoni, G. B. & Boccardi, M., 1 Jan 2019, In : NeuroImage: Clinical. 24, 101936.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Modeling grey matter atrophy as a function of time, aging or cognitive decline show different anatomical patterns in Alzheimer's disease

Dicks, E., Vermunt, L., van der Flier, W. M., Visser, P. J., Barkhof, F., Scheltens, P., Tijms, B. M. & Alzheimer's Disease Neuroimaging Initiative, 1 Jan 2019, In : NeuroImage: Clinical. 22, 101786.

Research output: Contribution to journalArticleAcademicpeer-review

MRI-based prediction of conversion from clinically isolated syndrome to clinically definite multiple sclerosis using SVM and lesion geometry

Bendfeldt, K., Taschler, B., Gaetano, L., Madoerin, P., Kuster, P., Mueller-Lenke, N., Amann, M., Vrenken, H., Wottschel, V., Barkhof, F., Borgwardt, S., Klöppel, S., Wicklein, E. M., Kappos, L., Edan, G., Freedman, M. S., Montalbán, X., Hartung, H. P., Pohl, C., Sandbrink, R. & 4 others, Sprenger, T., Radue, E. W., Wuerfel, J. & Nichols, T. E., 1 Oct 2019, In : Brain Imaging and Behavior. 13, 5, p. 1361-1374

Research output: Contribution to journalArticleAcademicpeer-review

Multi-study validation of data-driven disease progression models to characterize evolution of biomarkers in Alzheimer's disease

Archetti, D., Ingala, S., Venkatraghavan, V., Wottschel, V., Young, A. L., Bellio, M., Bron, E. E., Klein, S., Barkhof, F., Alexander, D. C., Oxtoby, N. P., Frisoni, G. B., Redolfi, A., Alzheimer's Disease Neuroimaging Initiative & for EuroPOND Consortium, 1 Jan 2019, In : NeuroImage: Clinical. 24, 101954.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Non-linear registration improves statistical power to detect hippocampal atrophy in aging and dementia

Bartel, F., Visser, M., de Ruiter, M., Belderbos, J., Barkhof, F., Vrenken, H., de Munck, J. C. & van Herk, M., 2019, In : NeuroImage: Clinical. 23, 101902.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Novel imaging phantom for accurate and robust measurement of brain atrophy rates using clinical MRI

Amiri, H., Brouwer, I., Kuijer, J. P. A., de Munck, J. C., Barkhof, F. & Vrenken, H., 1 Jan 2019, In : NeuroImage: Clinical. 21, 101667.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Onset of clinical and MRI efficacy of ocrelizumab in relapsing multiple sclerosis

Barkhof, F., Kappos, L., Wolinsky, J. S., Li, D. K. B., Bar-Or, A., Hartung, H-P., Belachew, S., Han, J., Julian, L., Sauter, A., Napieralski, J., Koendgen, H. & Hauser, S. L., 5 Nov 2019, In : Neurology. 93, 19, p. e1778-e1786

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Patterns of white matter hyperintensities associated with cognition in middle-aged cognitively healthy individuals

Brugulat-Serrat, A., Salvadó, G., Sudre, C. H., Grau-Rivera, O., Suárez-Calvet, M., Falcon, C., Sánchez-Benavides, G., Gramunt, N., Fauria, K., Cardoso, M. J., Barkhof, F., Molinuevo, J. L., Gispert, J. D. & ALFA Study, 5 Jul 2019, In : Brain Imaging and Behavior.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Performance of five automated white matter hyperintensity segmentation methods in a multicenter dataset

Heinen, R., Steenwijk, M. D., Barkhof, F., Biesbroek, J. M., van der Flier, W. M., Kuijf, H. J., Prins, N. D., Vrenken, H., Biessels, G. J., de Bresser, J. & TRACE-VCI study group, 1 Dec 2019, In : Scientific Reports. 9, 1, 16742.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access

Predicting clinical progression in multiple sclerosis after 6 and 12 years

Dekker, I., Eijlers, A. J. C., Popescu, V., Balk, L. J., Vrenken, H., Wattjes, M. P., Uitdehaag, B. M. J., Killestein, J., Geurts, J. J. G., Barkhof, F. & Schoonheim, M. M., 1 Jun 2019, In : European Journal of Neurology. 26, 6, p. 893-902 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Preoperative Resectability Estimates of Nonenhancing Glioma by Neurosurgeons and a Resection Probability Map

Hendriks, E. J., Idema, S., Hervey-Jumper, S. L., Bernat, A. L., Zwinderman, A. H., Barkhof, F., Vandertop, W. P., Mandonnet, E., Duffau, H., Berger, M. S. & De Witt Hamer, P. C., 1 Aug 2019, In : Neurosurgery. 85, 2, p. E304-E313

Research output: Contribution to journalArticleAcademicpeer-review

Primary fatty amides in plasma associated with brain amyloid burden, hippocampal volume, and memory in the European Medical Information Framework for Alzheimer's Disease biomarker discovery cohort

Kim, M., Snowden, S., Suvitaival, T., Ali, A., Merkler, D. J., Ahmad, T., Westwood, S., Baird, A., Proitsi, P., Nevado-Holgado, A., Hye, A., Bos, I., Vos, S., Vandenberghe, R., Teunissen, C., ten Kate, M., Scheltens, P., Gabel, S., Meersmans, K., Blin, O. & 31 others, Richardson, J., de Roeck, E., Sleegers, K., Bordet, R. G., Rami, L., Kettunen, P., Tsolaki, M., Verhey, F., Sala, I., Lléo, A., Peyratout, G., Tainta, M., Johannsen, P., Freund-Levi, Y., Frölich, L., Dobricic, V., Engelborghs, S., Frisoni, G. B., Molinuevo, J. L., Wallin, A., Popp, J., Martinez-Lage, P., Bertram, L., Barkhof, F., Ashton, N., Blennow, K., Zetterberg, H., Streffer, J., Visser, P. J., Lovestone, S. & Legido-Quigley, C., 1 Jun 2019, In : Alzheimer's and Dementia. 15, 6, p. 817-827 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Prion disease diagnosis using subject-specific imaging biomarkers within a multi-kernel Gaussian process

Canas, L. S., Sudre, C. H., De Vita, E., Nihat, A., Mok, T. H., Slattery, C. F., Paterson, R. W., Foulkes, A. J. M., Hyare, H., Cardoso, M. J., Thornton, J., Schott, J. M., Barkhof, F., Collinge, J., Ourselin, S., Mead, S. & Modat, M., 2019, In : NeuroImage: Clinical. 24, 102051.

Research output: Contribution to journalArticleAcademicpeer-review

Prognostic value of Alzheimer's biomarkers in mild cognitive impairment: the effect of age at onset

Altomare, D., Ferrari, C., Caroli, A., Galluzzi, S., Prestia, A., van der Flier, W. M., Ossenkoppele, R., van Berckel, B., Barkhof, F., Teunissen, C. E., Wall, A., Carter, S. F., Schöll, M., Choo, I. H., Grimmer, T., Redolfi, A., Nordberg, A., Scheltens, P., Drzezga, A., Frisoni, G. B. & 1 others, Alzheimer’s Disease Neuroimaging Initiative, 1 Oct 2019, In : Journal of Neurology. 266, 10, p. 2535-2545

Research output: Contribution to journalArticleAcademicpeer-review

Radiomics in multiple sclerosis and neuromyelitis optica spectrum disorder

Liu, Y., Dong, D., Zhang, L., Zang, Y., Duan, Y., Qiu, X., Huang, J., Dong, H., Barkhof, F., Hu, C., Fang, M., Tian, J. & Li, K., 1 Sep 2019, In : European Radiology. 29, 9, p. 4670-4677

Research output: Contribution to journalArticleAcademicpeer-review

Randomized trial of daily high-dose vitamin D3 in patients with RRMS receiving subcutaneous interferon β-1a

Hupperts, R., Smolders, J., Vieth, R., Holmøy, T., Marhardt, K., Schluep, M., Killestein, J., Barkhof, F., Beelke, M., Grimaldi, L. M. E. & SOLAR Study Group, 12 Nov 2019, In : Neurology. 93, 20, p. e1906-e1916

Research output: Contribution to journalArticleAcademicpeer-review

Reduced dynamics of functional connectivity and cognitive impairment in multiple sclerosis

d’Ambrosio, A., Valsasina, P., Gallo, A., de Stefano, N., Pareto, D., Barkhof, F., Ciccarelli, O., Enzinger, C., Tedeschi, G., Stromillo, M. L., Arévalo, M. J., Hulst, H. E., Muhlert, N., Koini, M., Filippi, M. & Rocca, M. A., 2019, (Accepted/In press) In : Multiple Sclerosis.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Single-subject structural cortical networks in clinically isolated syndrome

Collorone, S., Prados, F., Hagens, M. H. J., Tur, C., Kanber, B., Sudre, C. H., Lukas, C., Gasperini, C., Oreja-Guevara, C., Andelova, M., Ciccarelli, O., Wattjes, M. P., Ourselin, S., Altmann, D. R., Tijms, B. M., Barkhof, F., Toosy, A. T. & MAGNIMS Study Group, 24 Jul 2019, In : Multiple Sclerosis.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Slowly expanding/evolving lesions as a magnetic resonance imaging marker of chronic active multiple sclerosis lesions

Elliott, C., Wolinsky, J. S., Hauser, S. L., Kappos, L., Barkhof, F., Bernasconi, C., Wei, W., Belachew, S. & Arnold, D. L., 1 Dec 2019, In : Multiple Sclerosis. 25, 14, p. 1915-1925

Research output: Contribution to journalArticleAcademicpeer-review

Smaller medial temporal lobe volumes in individuals with subjective cognitive decline and biomarker evidence of Alzheimer's disease—Data from three memory clinic studies

Hu, X., Teunissen, C. E., Spottke, A., Heneka, M. T., Düzel, E., Peters, O., Li, S., Priller, J., Buerger, K., Teipel, S., Laske, C., Verfaillie, S. C. J., Barkhof, F., Coll-Padrós, N., Rami, L., Molinuevo, J. L., van der Flier, W. M. & Jessen, F., 1 Feb 2019, In : Alzheimers & Dementia. 15, 2, p. 185-193 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Spatial patterns of white matter hyperintensities associated with Alzheimer's disease risk factors in a cognitively healthy middle-aged cohort

Salvadó, G., Brugulat-Serrat, A., Sudre, C. H., Grau-Rivera, O., Suárez-Calvet, M., Falcon, C., Fauria, K., Cardoso, M. J., Barkhof, F., Molinuevo, J. L., Gispert, J-D. & ALFA Study, 24 Jan 2019, In : Alzheimer's Research & Therapy. 11, 1, 12.

Research output: Contribution to journalArticleAcademicpeer-review

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Kuijf, H. J., Biesbroek, J. M., de Bresser, J., Heinen, R., Andermatt, S., Bento, M., Berseth, M., Belyaev, M., Cardoso, M. J., Casamitjana, A., Collins, D. L., Dadar, M., Georgiou, A., Ghafoorian, M., Jin, D., Khademi, A., Knight, J., Li, H., Llado, X., Luna, M. & 24 others, Mahmood, Q., McKinley, R., Mehrtash, A., Ourselin, S., Park, B-Y., Park, H., Park, S. H., Pezold, S., Puybareau, E., Rittner, L., Sudre, C. H., Valverde, S., Vilaplana, V., Wiest, R., Xu, Y., Xu, Z., Zeng, G., Zhang, J., Zheng, G., Chen, C., van der Flier, W., Barkhof, F., Viergever, M. A. & Biessels, G. J., 1 Nov 2019, In : IEEE Transactions on Medical Imaging. 38, 11, p. 2556-2568 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis

Wottschel, V., Chard, D. T., Enzinger, C., Filippi, M., Frederiksen, J. L., Gasperini, C., Giorgio, A., Rocca, M. A., Rovira, A., de Stefano, N., Tintoré, M., Alexander, D. C., Barkhof, F., Ciccarelli, O. & MAGNIMS study group and the EuroPOND consortium, 2019, In : NeuroImage: Clinical. 24, 102011.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

The Clinical Phenotype of Vascular Cognitive Impairment in Patients with Type 2 Diabetes Mellitus

Groeneveld, O. N., Moneti, C., Heinen, R., de Bresser, J., Kuijf, H. J., Exalto, L. G., Boomsma, J. M. F., Kappelle, L. J., Barkhof, F., Prins, N. D., Scheltens, P., van der Flier, W. M. & Biessels, G. J., 1 Jan 2019, In : Journal of Alzheimer's Disease. 68, 1, p. 311-322 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

The Meta VCI Map consortium for meta-analyses on strategic lesion locations for vascular cognitive impairment using lesion-symptom mapping: Design and multicenter pilot study

Weaver, N. A., Zhao, L., Biesbroek, J. M., Kuijf, H. J., Aben, H. P., Bae, H-J., Caballero, M. Á. A., Chappell, F. M., Chen, C. P. L. H., Dichgans, M., Duering, M., Georgakis, M. K., van der Giessen, R. S., Gyanwali, B., Hamilton, O. K. L., Hilal, S., vom Hofe, E. M., de Kort, P. L. M., Koudstaal, P. J., Lam, B. Y. K. & 31 others, Lim, J-S., Makin, S. D. J., Mok, V. C. T., Shi, L., Valdés Hernández, M. C., Venketasubramanian, N., Wardlaw, J. M., Wollenweber, F. A., Wong, A., Xin, X., DeCarli, C., Fletcher, E. A., Maillard, P., Barnes, J., Sudre, C. H., Schott, J. M., Ikram, M. A., Papma, J. M., Steketee, R. M. E., Vernooij, M. W., Bordet, R., Lopes, R., Huang, C. W., Chaturvedi, N., Barkhof, F., van der Flier, W. M., Meta VCI Map consortium, Calgary Normative Study group, Framingham Heart Study group, The Dutch Parelsnoer Institute – Neurodegenerative diseases group & TABASCO group, 1 Dec 2019, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 11, p. 310-326

Research output: Contribution to journalArticleAcademicpeer-review

Open Access