A future of AI-driven personalized care for people with multiple sclerosis

Authors: Jelle Praet, Lina Anderhalten, Giancarlo Comi, Dana Horakova, Tjalf Ziemssen, Patrick Vermersch, Carsten Lukas, Koen van Leemput, Marjan Steppe, Cristina Aguilera, Ella Maria Kadas, Alexis Bertrand, Jean van Rampelbergh, Erik de Boer, Vera Zingler, Dirk Smeets, Annemie Ribbens, Friedemann Paul

Source: Frontiers in Immunology, Vol 15 (2024)

Subject Terms: multiple sclerosis, personalized medicine, disease progression, prognosis, diagnosis, AI, Immunologic diseases. Allergy, RC581-607

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fimmu.2024.1446748/full; https://doaj.org/toc/1664-3224

Access URL: https://doaj.org/article/80b9b6d1dce24d1e8a507b6f0114ba9f

Machine learning of dissection photographs and surface scanning for quantitative 3D neuropathology

Authors: Harshvardhan Gazula, Henry FJ Tregidgo, Benjamin Billot, Yael Balbastre, Jonathan Williams-Ramirez, Rogeny Herisse, Lucas J Deden-Binder, Adria Casamitjana, Erica J Melief, Caitlin S Latimer, Mitchell D Kilgore, Mark Montine, Eleanor Robinson, Emily Blackburn, Michael S Marshall, Theresa R Connors, Derek H Oakley, Matthew P Frosch, Sean I Young, Koen Van Leemput, Adrian V Dalca, Bruce Fischl, Christine L MacDonald, C Dirk Keene, Bradley T Hyman, Juan E Iglesias

Source: eLife, Vol 12 (2024)

Subject Terms: dissection photography, machine learning, surface scanning, volumetry, Medicine, Science, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://elifesciences.org/articles/91398; https://doaj.org/toc/2050-084X

Access URL: https://doaj.org/article/bee5031ed3ac4569bd31db0c5630fc96

Predicting survival of glioblastoma from automatic whole-brain and tumor segmentation of MR images

Authors: Sveinn Pálsson, Stefano Cerri, Hans Skovgaard Poulsen, Thomas Urup, Ian Law, Koen Van Leemput

Source: Scientific Reports, Vol 12, Iss 1, Pp 1-12 (2022)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/4ba34c5acbba48efa1f35eb357a11234

Accurate Bayesian segmentation of thalamic nuclei using diffusion MRI and an improved histological atlas

Authors: Henry F.J. Tregidgo, Sonja Soskic, Juri Althonayan, Chiara Maffei, Koen Van Leemput, Polina Golland, Ricardo Insausti, Garikoitz Lerma-Usabiaga, César Caballero-Gaudes, Pedro M. Paz-Alonso, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias

Source: NeuroImage, Vol 274, Iss , Pp 120129- (2023)

Subject Terms: Thalamus, Atlasing, Diffusion MRI, Segmentation, Bayesian inference, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

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Relation: http://www.sciencedirect.com/science/article/pii/S1053811923002744; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/41ba02e587244e2fb4a5199de07c8f03

An open-source tool for longitudinal whole-brain and white matter lesion segmentation

Authors: Stefano Cerri, Douglas N. Greve, Andrew Hoopes, Henrik Lundell, Hartwig R. Siebner, Mark Mühlau, Koen Van Leemput

Source: NeuroImage: Clinical, Vol 38, Iss , Pp 103354- (2023)

Subject Terms: Longitudinal segmentation, Whole-brain segmentation, Lesion segmentation, Generative models, FreeSurfer, Computer applications to medicine. Medical informatics, R858-859.7, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2213158223000438; https://doaj.org/toc/2213-1582

Access URL: https://doaj.org/article/05edfde12cef469fb7f1e6bf5d8c9139

Cone beam computed tomography based image guidance and quality assessment of prostate cancer for magnetic resonance imaging-only radiotherapy in the pelvis

Authors: Jens M. Edmund, Daniel Andreasen, Koen Van Leemput

Source: Physics and Imaging in Radiation Oncology, Vol 18, Iss , Pp 55-60 (2021)

Subject Terms: MRI-only RT, IGRT, Synthetic CT, Pseudo CT, Magnetic resonance imaging, Radiotherapy, Medical physics. Medical radiology. Nuclear medicine, R895-920, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405631621000245; https://doaj.org/toc/2405-6316

Access URL: https://doaj.org/article/a677f5e663d94cd1921fb106cc2f5635

Editorial: Computational Neuroimage Analysis Tools for Brain (Diseases) Biomarkers

Authors: Diana M. Sima, Meritxell Bach Cuadra, Tim B. Dyrby, Koen Van Leemput

Source: Frontiers in Neuroscience, Vol 16 (2022)

Subject Terms: neuroimaging, biomarkers, brain disease, neurodevelopment, deep learning, domain adaptation, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnins.2022.841807/full; https://doaj.org/toc/1662-453X

Access URL: https://doaj.org/article/55a8215d54ad4b279eaba07f814f5557

A Contrast Augmentation Approach to Improve Multi-Scanner Generalization in MRI

Authors: Maria Ines Meyer, Ezequiel de la Rosa, Nuno Pedrosa de Barros, Roberto Paolella, Koen Van Leemput, Diana M. Sima

Source: Frontiers in Neuroscience, Vol 15 (2021)

Subject Terms: multi-scanner, magnetic resonance imaging, segmentation, data augmentation, gaussian mixture models, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnins.2021.708196/full; https://doaj.org/toc/1662-453X

Access URL: https://doaj.org/article/5f0d2a26ae5f4c04804acaa7faed7b04

Reliability and sensitivity of two whole-brain segmentation approaches included in FreeSurfer – ASEG and SAMSEG

Authors: Donatas Sederevičius, Didac Vidal-Piñeiro, Øystein Sørensen, Koen van Leemput, Juan Eugenio Iglesias, Adrian V. Dalca, Douglas N. Greve, Bruce Fischl, Atle Bjørnerud, Kristine B. Walhovd, Anders M. Fjell

Source: NeuroImage, Vol 237, Iss , Pp 118113- (2021)

Subject Terms: Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811921003906; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/1b05cac46e1e4f39afe9d8fec81caa6e

A contrast-adaptive method for simultaneous whole-brain and lesion segmentation in multiple sclerosis

Authors: Stefano Cerri, Oula Puonti, Dominik S. Meier, Jens Wuerfel, Mark Mühlau, Hartwig R. Siebner, Koen Van Leemput

Source: NeuroImage, Vol 225, Iss , Pp 117471- (2021)

Subject Terms: Lesion segmentation, Multiple sclerosis, Whole-brain segmentation, Generative model, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811920309563; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/491ec36ed417444fbad31b59c7c94166

Accurate and robust whole-head segmentation from magnetic resonance images for individualized head modeling

Authors: Oula Puonti, Koen Van Leemput, Guilherme B. Saturnino, Hartwig R. Siebner, Kristoffer H. Madsen, Axel Thielscher

Source: NeuroImage, Vol 219, Iss , Pp 117044- (2020)

Subject Terms: Head segmentation, MRI, Non-invasive brain stimulation, Volume conductor modeling, Electroencephalography, Magnetoencephalography, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1053811920305309; https://doaj.org/toc/1095-9572

Access URL: https://doaj.org/article/84fff4a847ee488c98f7d6e53d1196d6

Systematic comparison of different techniques to measure hippocampal subfield volumes in ADNI2

Authors: Susanne G. Mueller, Paul A. Yushkevich, Sandhitsu Das, Lei Wang, Koen Van Leemput, Juan Eugenio Iglesias, Kate Alpert, Adam Mezher, Peter Ng, Katrina Paz, Michael W. Weiner

Source: NeuroImage: Clinical, Vol 17, Iss , Pp 1006-1018 (2018)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Neurology. Diseases of the nervous system, RC346-429

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2213158217303418; https://doaj.org/toc/2213-1582

Access URL: https://doaj.org/article/6ab887987430479c8bb034552a7127c5

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