Publications

2026

• Arndt P., Pfister M., Müller SJ., Perosa V., Mattern H., Dörner M., Müller P., Meuth SG., Garz C., Neumann K., Bernal Moyano JB., Schreiber S.:
  Perivascular Spaces Are Associated With CSF Aβ in Cerebral Amyloid Angiopathy But Not in Deep Perforator Arteriopathy
  In: Stroke Publish Ahead of Print (2026)
  ISSN: 1524-4628
  DOI: 10.1161/STROKEAHA.125.053794
• Behrenbruch N., Schwarck S., Schumann-Werner B., Molloy EN., Garcia-Garcia B., Hochkeppler A., Fischer L., Büchel AT., Incesoy EI., Bernal JB., Vockert N., Müller P., Behnisch G., Morgado B., Esselmann H., Seidenbecher CI., Schott BH., Barthel H., Sabri O., Wiltfang J., Kreissl MC., Düzel E., Maass A.:
  A physically and mentally active lifestyle relates to younger brain and cognitive age
  In: GeroScience 48 (2026), p. 1853-1873
  ISSN: 2509-2715
  DOI: 10.1007/s11357-025-01764-w
• Lattmann R., Vockert N., Bernal Moyano JB., Wesenberg J., Suksangkharn Y., Yakupov R., Schütze H., Glanz W., Incesoy E., Butryn M., Lüsebrink F., Schmid M., Stark M., Kleineidam L., Spottke A., Coenjaerts M., Brosseron F., Fliessbach K., Schneider A., Dechent P., Scheffler K., Hetzer S., Ramirez A., Laske C., Sodenkamp S., Altenstein S., Schneider LS., Gref D., Spruth EJ., Lohse A., Schott BH., Wiltfang J., Kilimann I., Goerss D., Rostamzadeh A., Priller J., Peters O., Hellmann-Regen J., Teipel S., Wagner M., Jessen F., Maass A., Ziegler G., Düzel E.:
  Dysfunction of the episodic memory network in the Alzheimer’s disease cascade
  In: Nature Communications 17 (2026), Article No.: 3578
  ISSN: 2041-1723
  DOI: 10.1038/s41467-026-71831-z
• Maass A., Garcia-Garcia B., Behrenbruch N., Schumann-Werner B., Molloy EN., Schwarck S., Rullmann M., Hochkeppler A., Fischer L., Buchel AT., Bernal JB., Vockert N., Incesoy EI., Glanz W., Butryn M., Schulze P., Baldauf K., Stephens AW., Schildan A., Patt M., Behnisch G., Morgado B., Esselmann H., Seidenbecher CI., Schott BH., Wiltfang J., Barthel H., Sabri O., Kreissl MC., Déuzel E.:
  Associations of [18F]PI-2620 Binding with Memory and Phosphorylated Tau 217 in Cognitively Unimpaired Older Adults
  In: Journal of Nuclear Medicine (2026), p. 1-9
  ISSN: 0161-5505
  DOI: 10.2967/jnumed.125.271927
• Menze I., Bernal JB., Kievit RA., Tripathi KP., Kaleck T., Yakupov R., Altenstein S., Bartels C., Buerger K., Butryn M., Dechent P., Ewers M., Fliessbach K., Frommann I., Gemenetzi M., Glanz W., Gref D., Hellmann-Regen J., Hetzer S., Incesoy EI., Janowitz D., Kiliman I., Kleineidam L., Kronmüller MT., Laske C., van Lent DM., Lüsebrink F., Perneczky R., Peters O., Preis L., Priller J., Rauchmann BS., Rostamzadeh A., Roeske S., Scheffler K., Schott BH., Schneider A., Sodenkamp S., Spottke A., Spruth EJ., Stark M., Teipel S., Wagner M., Wiltfang J., Jessen F., Ramirez A., Schreiber S., Düzel E., Ziegler G.:
  Joint trajectories of brain atrophy, white matter hyperintensities and cognition quantify brain maintenance
  In: Nature Communications 17 (2026), Article No.: 5846
  ISSN: 2041-1723
  DOI: 10.1038/s41467-026-74957-2
• Schwarck S., Behrenbruch N., Schumann-Werner B., Molloy EN., Garcia-Garcia B., Hochkeppler A., Fischer L., Büchel AT., Incesoy EI., Bernal Moyano JB., Coello RD., Valdes-Hernandez MDC., Wardlaw JM., Vockert N., Müller P., Behnisch G., Morgado B., Esselmann H., Seidenbecher CI., Schott BH., Barthel H., Sabri O., Wiltfang J., Kreissl MC., Düzel E., Maass A.:
  Associations of physical fitness with brain structure, pathology and cognition in cognitively normal older adults
  In: npj Aging 12 (2026), Article No.: 129
  ISSN: 2731-6068
  DOI: 10.1038/s41514-026-00512-4

2025

• Arndt P., Pfister M., Perosa V., Mattern H., Bernal JB., John AC., Dörner M., Müller P., Braun-Dullaeus RC., Garz C., Nelke C., Kokott A., Jansen R., Gliem M., Meuth SG., Henneicke S., Vielhaber S., Neumann K., Schreiber S.:
  Risk factors and clinical significance of neurodegenerative co-pathologies in symptomatic cerebral small vessel disease
  In: Journal of Neurology 272 (2025), Article No.: 349
  ISSN: 0340-5354
  DOI: 10.1007/s00415-025-13087-z
• Arndt P., Pfister M., Schreiber F., Perosa V., Mattern H., Bernal JB., Bay B., Dörner M., Al-Dubai M., Swiatek V., Neyazi B., Sandalcioglu E., Garz C., Meuth SG., Goertler M., Vielhaber S., Neumann K., Schreiber S.:
  Cerebrospinal Fluid Aβ Biomarkers Predict Recurrent Hemorrhage and Identify Cerebral Amyloid Angiopathy in Patients With Lobar Hemorrhage
  In: Journal of the American Heart Association 14 (2025), Article No.: e042614
  ISSN: 2047-9980
  DOI: 10.1161/JAHA.124.042614
• Bernal JB., Menze I.:
  Editorial for “Perivascular Space Burden in Children With Autism Spectrum Disorder Correlates With Neurodevelopmental Severity”
  In: Journal of Magnetic Resonance Imaging 62 (2025), p. 1507-1508
  ISSN: 1053-1807
  DOI: 10.1002/jmri.70026
• Dörner M., Pfister M., Tyndall A., von Känel R., Neumann K., Schreiber F., Arndt P., Fuchs E., Garz C., Glanz W., Butryn M., John AC., Hildebrand A., Euler S., Hofmann AB., Machetanz L., Kirchebner J., Tacik P., Grimm A., Jansen R., Pawlitzki M., Henneicke S., Perosa V., Labeit B., Düzel E., Meuth SG., Vielhaber S., Mattern H., Bernal JB., Schreiber S.:
  Associations of inferior frontal sulcal hyperintensities on brain MRI with cerebral small vessel disease, cognitive function, and depression symptoms
  In: Scientific Reports 15 (2025), Article No.: 2999
  ISSN: 2045-2322
  DOI: 10.1038/s41598-025-87493-8
• Düzel E., Bernal JB.:
  Chapter 6b - Advances in imaging
  In: Dennis Chan (ed.): Advances in the Management of Early Alzheimer's Disease. Biological and Technological Advances, London / San Diego, CA / Cambridge, MA: Academic Press, 2025, p. 123-148
  ISBN: 978-0-12-822240-9
  DOI: 10.1016/B978-0-12-822240-9.00015-6
• Lohner V., Badhwar A., Detcheverry FE., García CL., Gellersen HM., Khodakarami Z., Lattmann R., Li R., Low A., Mazo C., Metz A., Parent O., Phillips V., Saeed U., Tan SY., Tamburin S., Llewellyn DJ., Rittman T., Waters S., Bernal JB.:
  Machine learning applications in vascular neuroimaging for the diagnosis and prognosis of cognitive impairment and dementia: a systematic review and meta-analysis
  In: Alzheimer's Research and Therapy 17 (2025), Article No.: 183
  ISSN: 1758-9193
  DOI: 10.1186/s13195-025-01815-6
• Nemali A., Bernal JB., Yakupov R., Singh D., Dyrba M., Incesoy EI., Mukherjee S., Peters O., Ersözlü E., Hellmann-Regen J., Preis L., Priller J., Spruth E., Altenstein S., Lohse A., Schneider A., Fliessbach K., Kimmich O., Wiltfang J., Hansen N., Schott B., Rostamzadeh A., Glanz W., Butryn M., Buerger K., Janowitz D., Ewers M., Perneczky R., Rauchmann B., Teipel S., Kilimann I., Goerss D., Laske C., Sodenkamp S., Spottke A., Coenjaerts M., Brosseron F., Lüsebrink F., Dechent P., Scheffler K., Hetzer S., Kleineidam L., Stark M., Jessen F., Duzel E., Ziegler G.:
  SMAS: Structural MRI-based AD Score using Bayesian supervised VAE
  In: Computers in Biology and Medicine 196 (2025), Article No.: 110829
  ISSN: 0010-4825
  DOI: 10.1016/j.compbiomed.2025.110829

2024

• Bernal JB., Menze I., Yakupov R., Peters O., Hellmann-Regen J., Freiesleben SD., Priller J., Spruth EJ., Altenstein S., Schneider A., Fliessbach K., Wiltfang J., Schott BH., Jessen F., Rostamzadeh A., Glanz W., Incesoy EI., Buerger K., Janowitz D., Ewers M., Perneczky R., Rauchmann BS., Teipel S., Kilimann I., Laske C., Sodenkamp S., Spottke A., Esser A., Lüsebrink F., Dechent P., Hetzer S., Scheffler K., Schreiber S., Düzel E., Ziegler G.:
  Longitudinal evidence for a mutually reinforcing relationship between white matter hyperintensities and cortical thickness in cognitively unimpaired older adults
  In: Alzheimer's Research and Therapy 16 (2024), Article No.: 240
  ISSN: 1758-9193
  DOI: 10.1186/s13195-024-01606-5
• Duarte Coello R., Valdés Hernández MdC., Zwanenburg JJ., van der Velden M., Kuijf HJ., De Luca A., Bernal Moyano JB., Ballerini L., Chappell FM., Brown R., Jan Biessels G., Wardlaw JM.:
  Detectability and accuracy of computational measurements of in-silico and physical representations of enlarged perivascular spaces from magnetic resonance images
  In: Journal of Neuroscience Methods 403 (2024), Article No.: 110039
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2023.110039
• Dörner M., Seebach K., Heneka MT., Menze I., von Känel R., Euler S., Schreiber F., Arndt P., Neumann K., Hildebrand A., John AC., Tyndall A., Kirchebner J., Tacik P., Jansen R., Grimm A., Henneicke S., Perosa V., Meuth SG., Peters O., Hellmann-Regen J., Preis L., Priller J., Spruth EJ., Schneider A., Fliessbach K., Wiltfang J., Jessen F., Rostamzadeh A., Glanz W., Schulze JB., Schiebler SLF., Buerger K., Janowitz D., Perneczky R., Rauchmann BS., Teipel S., Kilimann I., Laske C., Munk MH., Spottke A., Roy-Kluth N., Wagner M., Frommann I., Lüsebrink F., Dechent P., Hetzer S., Scheffler K., Kleineidam L., Stark M., Schmid M., Ersözlü E., Brosseron F., Ewers M., Schott BH., Düzel E., Ziegler G., Mattern H., Schreiber S., Bernal JB.:
  Inferior Frontal Sulcal Hyperintensities on Brain MRI Are Associated with Amyloid Positivity beyond Age—Results from the Multicentre Observational DELCODE Study
  In: Diagnostics 14 (2024), Article No.: 940
  ISSN: 2075-4418
  DOI: 10.3390/diagnostics14090940
• Dörner M., Tyndall A., Hainc N., von Känel R., Neumann K., Euler S., Schreiber F., Arndt P., Fuchs E., Garz C., Glanz W., Butryn M., Schulze JB., Schiebler SLF., John AC., Hildebrand A., Hofmann AB., Machetanz L., Kirchebner J., Tacik P., Grimm A., Jansen R., Pawlitzki M., Henneicke S., Bernal JB., Perosa V., Düzel E., Meuth SG., Vielhaber S., Mattern H., Schreiber S.:
  Neuropsychiatric symptoms and lifelong mental activities in cerebral amyloid angiopathy – a cross-sectional study
  In: Alzheimer's Research and Therapy 16 (2024), Article No.: 196
  ISSN: 1758-9193
  DOI: 10.1186/s13195-024-01519-3
• Menze I., Bernal JB., Kaya P., Aki Ç., Pfister M., Geisendörfer J., Yakupov R., Coello RD., Valdés-Hernández Md., Heneka MT., Brosseron F., Schmid MC., Glanz W., Incesoy EI., Butryn M., Rostamzadeh A., Meiberth D., Peters O., Preis L., Lammerding D., Gref D., Priller J., Spruth EJ., Altenstein S., Lohse A., Hetzer S., Schneider A., Fliessbach K., Kimmich O., Vogt IR., Wiltfang J., Bartels C., Schott BH., Hansen N., Dechent P., Buerger K., Janowitz D., Perneczky R., Rauchmann BS., Teipel S., Kilimann I., Goerss D., Laske C., Munk MH., Sanzenbacher C., Hinderer P., Scheffler K., Spottke A., Roy-Kluth N., Lüsebrink F., Neumann K., Wardlaw J., Jessen F., Schreiber S., Düzel E., Ziegler G.:
  Perivascular space enlargement accelerates in ageing and Alzheimer’s disease pathology: evidence from a three-year longitudinal multicentre study
  In: Alzheimer's Research and Therapy 16 (2024), Article No.: 242
  ISSN: 1758-9193
  DOI: 10.1186/s13195-024-01603-8
• Schreiber S., Arndt P., Morton L., Garza AP., Müller P., Neumann K., Mattern H., Dörner M., Bernal JB., Vielhaber S., Meuth SG., Dunay IR., Dityatev A., Henneicke S.:
  Immune system activation and cognitive impairment in arterial hypertension
  In: American Journal of Physiology-Cell Physiology 327 (2024), p. C1577-C1590
  ISSN: 0363-6143
  DOI: 10.1152/ajpcell.00219.2024
• Valdés Hernández MdC., Duarte Coello R., Xu W., Bernal JB., Cheng Y., Ballerini L., Wiseman SJ., Chappell FM., Clancy U., Jaime García D., Arteaga Reyes C., Zhang JF., Liu X., Hewins W., Stringer M., Doubal F., Thrippleton MJ., Jochems A., Brown R., Wardlaw JM.:
  Influence of threshold selection and image sequence in in-vivo segmentation of enlarged perivascular spaces
  In: Journal of Neuroscience Methods 403 (2024), Article No.: 110037
  ISSN: 0165-0270
  DOI: 10.1016/j.jneumeth.2023.110037
• Vockert N., Machts J., Kleineidam L., Nemali A., Incesoy EI., Bernal JB., Schütze H., Yakupov R., Peters O., Gref D., Schneider LS., Preis L., Priller J., Spruth EJ., Altenstein S., Schneider A., Fliessbach K., Wiltfang J., Rostamzadeh A., Glanz W., Teipel S., Kilimann I., Goerss D., Laske C., Munk MH., Spottke A., Roy N., Heneka MT., Brosseron F., Wagner M., Wolfsgruber S., Dobisch L., Dechent P., Hetzer S., Scheffler K., Zeidman P., Stern Y., Schott BH., Jessen F., Düzel E., Maass A., Ziegler G.:
  Cognitive reserve against Alzheimer’s pathology is linked to brain activity during memory formation
  In: Nature Communications 15 (2024), Article No.: 9815
  ISSN: 2041-1723
  DOI: 10.1038/s41467-024-53360-9
• Waymont JM., Valdés Hernández MdC., Bernal JB., Duarte Coello R., Brown R., Chappell FM., Ballerini L., Wardlaw JM.:
  Systematic review and meta-analysis of automated methods for quantifying enlarged perivascular spaces in the brain
  In: NeuroImage 297 (2024), Article No.: 120685
  ISSN: 1053-8119
  DOI: 10.1016/j.neuroimage.2024.120685

2023

• Bernal JB., Schreiber S., Menze I., Ostendorf A., Pfister M., Geisendörfer J., Nemali A., Maass A., Yakupov R., Peters O., Preis L., Schneider L., Herrera AL., Priller J., Spruth EJ., Altenstein S., Schneider A., Fliessbach K., Wiltfang J., Schott BH., Rostamzadeh A., Glanz W., Buerger K., Janowitz D., Ewers M., Perneczky R., Rauchmann BS., Teipel S., Kilimann I., Laske C., Munk MH., Spottke A., Roy N., Dobisch L., Dechent P., Scheffler K., Hetzer S., Wolfsgruber S., Kleineidam L., Schmid M., Berger M., Jessen F., Wirth M., Düzel E., Ziegler G.:
  Arterial hypertension and β-amyloid accumulation have spatially overlapping effects on posterior white matter hyperintensity volume: a cross-sectional study
  In: Alzheimer's Research and Therapy 15 (2023), Article No.: 97
  ISSN: 1758-9193
  DOI: 10.1186/s13195-023-01243-4
• Borchert RJ., Azevedo T., Badhwar AP., Bernal JB., Betts M., Bruffaerts R., Burkhart MC., Dewachter I., Gellersen HM., Low A., Lourida I., Machado L., Madan CR., Malpetti M., Mejia J., Michopoulou S., Muñoz-Neira C., Pepys J., Peres M., Phillips V., Ramanan S., Tamburin S., Tantiangco HM., Thakur L., Tomassini A., Vipin A., Tang E., Newby D., Ranson JM., Llewellyn DJ., Veldsman M., Rittman T.:
  Artificial intelligence for diagnostic and prognostic neuroimaging in dementia: A systematic review
  In: Alzheimers & Dementia 19 (2023), p. 5885-5904
  ISSN: 1552-5260
  DOI: 10.1002/alz.13412
• Moullaali TJ., Walters R., Rodrigues M., Samarasekera N., Bernal JB., Wang X., Humphreys C., Wardlaw JM., Farrall A., Smith C., Anderson CS., Al-Shahi Salman R., McKinstry B.:
  Association between systolic blood pressure variability and severity of cerebral amyloid angiopathy in incident intracerebral hemorrhage
  In: Frontiers in Stroke 2 (2023), Article No.: 1278610
  ISSN: 2813-3056
  DOI: 10.3389/fstro.2023.1278610
• Nemali A., Vockert N., Berron D., Maas A., Bernal JB., Yakupov R., Peters O., Gref D., Cosma N., Preis L., Priller J., Spruth E., Altenstein S., Lohse A., Fliessbach K., Kimmich O., Vogt I., Wiltfang J., Hansen N., Bartels C., Schott BH., Maier F., Meiberth D., Glanz W., Incesoy E., Butryn M., Buerger K., Janowitz D., Pernecky R., Rauchmann B., Burow L., Teipel S., Kilimann I., Göerß D., Dyrba M., Laske C., Munk M., Sanzenbacher C., Müller S., Spottke A., Roy N., Heneka M., Brosseron F., Roeske S., Dobisch L., Ramirez A., Ewers M., Dechent P., Scheffler K., Kleineidam L., Wolfsgruber S., Wagner M., Jessen F., Duzel E., Ziegler G.:
  Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease—A systematic model evaluation
  In: Medical Image Analysis 90 (2023), Article No.: 102913
  ISSN: 1361-8415
  DOI: 10.1016/j.media.2023.102913
• Schreiber S., Bernal JB., Arndt P., Schreiber F., Müller P., Morton L., Braun-Dullaeus RC., Valdés-Hernández MDC., Duarte R., Wardlaw JM., Meuth SG., Mietzner G., Vielhaber S., Dunay IR., Dityatev A., Jandke S., Mattern H.:
  Brain Vascular Health in ALS Is Mediated through Motor Cortex Microvascular Integrity
  In: Cells 12 (2023), Article No.: 957
  ISSN: 2073-4409
  DOI: 10.3390/cells12060957

2022

• Bernal JB., Kushibar K., Clèrigues A., Oliver A., Lladó X.:
  Deep learning for medical imaging
  World Scientific Publishing Co., 2022
  ISBN: 9781800610941
  DOI: 10.1142/9781800610941_0002
• Bernal JB., Mazo C.:
  Transparency of Artificial Intelligence in Healthcare: Insights from Professionals in Computing and Healthcare Worldwide
  In: Applied Sciences 12 (2022), Article No.: 10228
  ISSN: 2076-3417
  DOI: 10.3390/app122010228
• Bernal JB., Valdés-Hernández MD., Escudero J., Duarte R., Ballerini L., Bastin ME., Deary IJ., Thrippleton MJ., Touyz RM., Wardlaw JM.:
  Assessment of perivascular space filtering methods using a three-dimensional computational model
  In: Magnetic Resonance Imaging 93 (2022), p. 33-51
  ISSN: 0730-725X
  DOI: 10.1016/j.mri.2022.07.016

2021

• Bernal JB., Valdés-Hernández Md., Escudero J., Heye AK., Sakka E., Armitage PA., Makin S., Touyz RM., Wardlaw JM., Thrippleton MJ.:
  A four-dimensional computational model of dynamic contrast-enhanced magnetic resonance imaging measurement of subtle blood-brain barrier leakage
  In: NeuroImage 230 (2021), Article No.: 117786
  ISSN: 1053-8119
  DOI: 10.1016/j.neuroimage.2021.117786
• Bernal JB., Valverde S., Kushibar K., Cabezas M., Oliver A., Lladó X.:
  Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors
  In: Neuroinformatics 19 (2021), p. 477-492
  ISSN: 1539-2791
  DOI: 10.1007/s12021-020-09499-z
• Bernal Moyano JB., Escobar JW., Linfati R.:
  A simulated annealing-based approach for a real case study of vehicle routing problem with a heterogeneous fleet and time windows
  In: International Journal of Shipping and Transport Logistics 13 (2021), p. 185-204
  ISSN: 1756-6517
  DOI: 10.1504/IJSTL.2021.112923
• Carvajal-Camelo EE., Bernal JB., Oliver A., Lladó X., Trujillo M.:
  Evaluating the effect of intensity standardisation on longitudinal whole brain atrophy quantification in brain magnetic resonance imaging
  In: Applied Sciences 11 (2021), p. 1-19
  ISSN: 2076-3417
  DOI: 10.3390/app11041773

2020

• Bernal JB., Valdés-Hernández M., Escudero J., Sakka E., Armitage PA., Makin S., Touyz RM., Wardlaw JM.:
  Examining the relationship between semiquantitative methods analysing concentration-time and enhancement-time curves from dynamic-contrast enhanced magnetic resonance imaging and cerebrovascular dysfunction in small vessel disease
  In: Journal of Imaging 6 (2020), Article No.: 43
  ISSN: 2313-433X
  DOI: 10.3390/jimaging6060043
• Bernal JB., Valdés-Hernández MdC., Escudero J., Viksne L., Heye AK., Armitage PA., Makin S., Touyz RM., Wardlaw JM.:
  Analysis of dynamic texture and spatial spectral descriptors of dynamic contrast-enhanced brain magnetic resonance images for studying small vessel disease
  In: Magnetic Resonance Imaging 66 (2020), p. 240-247
  ISSN: 0730-725X
  DOI: 10.1016/j.mri.2019.11.001
• Clèrigues A., Valverde S., Bernal JB., Freixenet J., Oliver A., Lladó X.:
  Acute and sub-acute stroke lesion segmentation from multimodal MRI
  In: Computer Methods and Programs in Biomedicine 194 (2020), Article No.: 105521
  ISSN: 0169-2607
  DOI: 10.1016/j.cmpb.2020.105521

2019

• Bernal JB., Kushibar K., Asfaw DS., Valverde S., Oliver A., Martí R., Lladó X.:
  Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review
  In: Artificial Intelligence in Medicine 95 (2019), p. 64-81
  ISSN: 0933-3657
  DOI: 10.1016/j.artmed.2018.08.008
• Bernal JB., Kushibar K., Cabezas M., Valverde S., Oliver A., Llado X.:
  Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging
  In: IEEE Access 7 (2019), p. 89986-90002
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2019.2926697
• Clèrigues A., Valverde S., Bernal JB., Freixenet J., Oliver A., Lladó X.:
  Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks
  In: Computers in Biology and Medicine 115 (2019), Article No.: 103487
  ISSN: 0010-4825
  DOI: 10.1016/j.compbiomed.2019.103487
• Kushibar K., Valverde S., González-Villà S., Bernal JB., Cabezas M., Oliver A., Lladó X.:
  Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction
  In: Scientific Reports 9 (2019), Article No.: 6742
  ISSN: 2045-2322
  DOI: 10.1038/s41598-019-43299-z

2018

• Bernal JB., Escobar JW., Paz JC., Linfati R., Gatica G.:
  A probabilistic granular tabu search for the distance constrained capacitated vehicle routing problem
  In: International Journal of Industrial and Systems Engineering 29 (2018), p. 453-477
  ISSN: 1748-5037
  DOI: 10.1504/IJISE.2018.094267
• Chaves D., Fernández-Robles L., Bernal JB., Alegre E., Trujillo M.:
  Automatic characterisation of chars from the combustion of pulverised coals using machine vision
  In: Powder Technology 338 (2018), p. 110-118
  ISSN: 0032-5910
  DOI: 10.1016/j.powtec.2018.06.035
• Kushibar K., Valverde S., González-Villà S., Bernal JB., Cabezas M., Oliver A., Lladó X.:
  Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features
  In: Medical Image Analysis 48 (2018), p. 177-186
  ISSN: 1361-8415
  DOI: 10.1016/j.media.2018.06.006
• Mazo C., Bernal JB., Trujillo M., Alegre E.:
  Transfer learning for classification of cardiovascular tissues in histological images
  In: Computer Methods and Programs in Biomedicine 165 (2018), p. 69-76
  ISSN: 0169-2607
  DOI: 10.1016/j.cmpb.2018.08.006

2017

• Bernal JB., Escobar JW., Linfati R.:
  A granular tabu search algorithm for a real case study of a vehicle routing problem with a heterogeneous fleet and time windows
  In: Journal of Industrial Engineering and Management 10 (2017), p. 646-662
  ISSN: 2013-0953
  DOI: 10.3926/jiem.2159
• Bernal-Moyano JB., Escobar JW., Marín-Moreno C., Linfati R., Gatica G.:
  A comparison of trajectory granular based algorithms for the location-routing problem with heterogeneous fleet (LRPH) Una comparación de algoritmos basados en trayectoria granular para el problema de localización y ruteo con flota heterogénea (LRPH)
  In: Dyna-Colombia 84 (2017), p. 193-201
  ISSN: 0012-7353
  DOI: 10.15446/dyna.v84n200.55533