MG
Matthew Grech-Sollars
Magnetic Resonance ImaginggliomaGliomaBrain NeoplasmsbrainBrainDiffusion Magnetic Resonance Imagingquantitative MRIdeep learningMRI
On Valency
published · living versionsW_7d8qcew8·v1 · currentpublished
Evaluation of Uncertainty-Aware Multi-Software Ensembles for Hippocampal Segmentation
with Gabriel Oliveira-Stahl, Anna Schroder, James Moggridge, Hamza A. Salhab +4
1 version
Preprints & journals
35 papers in the corpus · 2012–2026Evaluation of Uncertainty-Aware Multi-Software Ensembles for Hippocampal Segmentation2610.31505v1 · Gabriel Oliveira-Stahl, Anna Schroder, James Moggridge et al.2026 · 0 citationsMachine.Learning.for.Biomedical.Imaging. 2026 (2026)on Valency
An automated quantitative report for multiple sclerosis using only 3D T2-fluid-attenuated inversion recovery MRI.42249985 · Mendelsohn, Zoe, Prados, Ferran, Pontillo, Giuseppe et al.2026 · 0 citationsNeuroradiology. 2026
InnerEye-HS: a disease-agnostic clinical tool for hippocampal segmentation.42266426 · Schroder, Anna, Moggridge, James, Salhab, Hamza A et al.2026 · 0 citationsBrain communications. 2026;8(3):fcag183
Steps on the Path to Clinical Translation-A British and Irish Chapter ISMRM Workshop Survey of the UK MRI Community.41419988 · Markus, Julia E, Hubbard Cristinacce, Penny L, Punwani, Shonit et al.2026 · 0 citationsMagnetic resonance in medicine. 2026;95(4):1934-1943
Real-time, inline quantitative MRI enabled by scanner-integrated machine learning: a proof of principle with NODDI.40709300 · Rot, Samuel, Dragonu, Iulius, Triantafyllou, Christina et al.2026 · 0 citationsArXiv. 2025
Apparent diffusion coefficient for genetic characterization of untreated adult gliomas: A meta-analysis stratified by methods.41122674 · Bhatti, Faheem, Strobel, Joachim, Tench, Christopher et al.2025 · 5 citationsNeuro-oncology advances. 2025;7(1):vdaf103
Designing a computer-assisted diagnosis system for cardiomegaly detection and radiology report generation.40392898 · Zhu, Tianhao, Xu, Kexin, Son, Wonchan et al.2025 · 6 citationsPLOS digital health. 2025;4(5):e0000835
Steps on the path to clinical translation: a survey of the UK MRI community.10.1101/2024.12.20.24319456v1 · Markus, J. E., Hubbard Cristinacce, P. L., Punwani, S. et al.2024 · 0 citationsmedRxiv
Intraoperative superb microvascular ultrasound imaging in glioma: novel quantitative analysis correlates with tumour grade.39677443 · Dixon, Luke, Weld, Alistair, Bhagawati, Dolin et al.2025 · 2 citationsmedRxiv : the preprint server for health sciences. 2024
DARES: Depth Anything in Robotic Endoscopic Surgery with Self-supervised Vector-LoRA of the Foundation Model2408.17433v2 · Mona Sheikh Zeinoddin, Chiara Lena, Jiongqi Qu et al.2024 · 7 citationsarXiv
Repeat it without me: Crowdsourcing the T1 mapping common ground via the ISMRM reproducibility challenge.38730562 · Boudreau, Mathieu, Karakuzu, Agah, Cohen-Adad, Julien et al.2024 · 23 citationsMagnetic resonance in medicine. 2024;92(3):1115-1127
Perioperative research into memory (PRiMe), part 2: Adult burns intensive care patients show altered structure and function of the default mode network.38890052 · O'Connor, Stuart A J, Watson, Edward J R, Grech-Sollars, Matthew et al.2024 · 1 citationBurns : journal of the International Society for Burn Injuries. 2024;50(7):1908-1915
A guide to advanced MRI processing for clinical glioma researchrh4md_v1 · Patricia Clement, Soetkin Beun, Fatemehsadat Arzanforoosh et al.2024 · 0 citationsPsyArXiv
The ISMRM Open Science Initiative for Perfusion Imaging (OSIPI): Results from the OSIPI-Dynamic Contrast-Enhanced challenge.38115695 · Shalom, Eve S, Kim, Harrison, van der Heijden, Rianne A et al.2024 · 14 citationsMagnetic resonance in medicine. 2024;91(5):1803-1821
Bench to Bedside Development of [18F]Fluoromethyl-(1,2-2H4)choline ([18F]D4-FCH).38138508 · Challapalli, Amarnath, Barwick, Tara D, Dubash, Suraiya R et al.2023 · 1 citationMolecules (Basel, Switzerland). 2023;28(24)
Feasibility of [18F]fluoropivalate hybrid PET/MRI for imaging lower and higher grade glioma: a prospective first-in-patient pilot study.37490079 · Islam, Shahriar, Inglese, Marianna, Grech-Sollars, Matthew et al.2023 · 14 citationsEuropean journal of nuclear medicine and molecular imaging. 2023;50(13):3982-3995
Steps on the Path to Clinical Translation: A workshop by the British and Irish Chapter of the ISMRM.37222226 · Hubbard Cristinacce, Penny L, Markus, Julia E, Punwani, Shonit et al.2023 · 3 citationsMagnetic resonance in medicine. 2023;90(3):1130-1136
Direct jet coaxial electrospinning of axon-mimicking fibers for diffusion tensor imaging.38505514 · Hu, Chunyan, Grech-Sollars, Matthew, Statton, Ben et al.2024 · 4 citationsPolymers for advanced technologies. 2023;34(8):2573-2584
Advanced MR Techniques for Preoperative Glioma Characterization: Part 2.36912262 · Hangel, Gilbert, Schmitz-Abecassis, Bárbara, Sollmann, Nico et al.2023 · 60 citationsJournal of magnetic resonance imaging : JMRI. 2023;57(6):1676-1695
Advanced MR Techniques for Preoperative Glioma Characterization: Part 1.36866773 · Hirschler, Lydiane, Sollmann, Nico, Schmitz-Abecassis, Bárbara et al.2023 · 83 citationsJournal of magnetic resonance imaging : JMRI. 2023;57(6):1655-1675
FUTURE-GB: functional and ultrasound-guided resection of glioblastoma - a two-stage randomised control trial.36379652 · Plaha, Puneet, Camp, Sophie, Cook, Jonathan et al.2022 · 17 citationsBMJ open. 2022;12(11):e064823
A predictive model using the mesoscopic architecture of the living brain to detect Alzheimer's disease.35759330 · Inglese, Marianna, Patel, Neva, Linton-Reid, Kristofer et al.2025 · 30 citationsCommunications medicine. 2022;2:70
Intraoperative ultrasound in brain tumor surgery: A review and implementation guide.35353266 · Dixon, Luke, Lim, Adrian, Grech-Sollars, Matthew et al.2022 · 145 citationsNeurosurgical review. 2022;45(4):2503-2515
Temperature dependence, accuracy, and repeatability of T1 and T2 relaxation times for the ISMRM/NIST system phantom measured using MR fingerprinting.34752644 · Statton, Ben K, Smith, Joely, Finnegan, Mary E et al.2022 · 27 citationsMagnetic resonance in medicine. 2022;87(3):1446-1460
Current Applications and Future Development of Magnetic Resonance Fingerprinting in Diagnosis, Characterization, and Response Monitoring in Cancer.34638229 · Ding, Hao, Velasco, Carlos, Ye, Huihui et al.2025 · 20 citationsCancers. 2021;13(19)
Optimization of deep learning methods for visualization of tumor heterogeneity and brain tumor grading through digital pathology.33196039 · Truong, An Hoai, Sharmanska, Viktoriia, Limbӓck-Stanic, Clara et al.2024 · 39 citationsNeuro-oncology advances. 2020;2(1):vdaa110
Imaging and Tissue Biomarkers of Choline Metabolism in Diffuse Adult Glioma: 18F-Fluoromethylcholine PET/CT, Magnetic Resonance Spectroscopy, and Choline Kinase α.31817833 · Grech-Sollars, Matthew, Ordidge, Katherine L, Vaqas, Babar et al.2020 · 22 citationsCancers. 2019;11(12)
Reliability of dynamic contrast-enhanced magnetic resonance imaging data in primary brain tumours: a comparison of Tofts and shutter speed models.31392385 · Inglese, Marianna, Ordidge, Katherine L, Honeyfield, Lesley et al.2020 · 15 citationsNeuroradiology. 2019;61(12):1375-1386
Stability and reproducibility of co-electrospun brain-mimicking phantoms for quality assurance of diffusion MRI sequences.29936312 · Grech-Sollars, Matthew, Zhou, Feng-Lei, Waldman, Adam D et al.2019 · 11 citationsNeuroImage. 2018;181:395-402
An MRS- and PET-guided biopsy tool for intraoperative neuronavigational systems.28306418 · Grech-Sollars, Matthew, Vaqas, Babar, Thompson, Gerard et al.2024 · 5 citationsJournal of neurosurgery. 2017:1-7
An MRS- and PET-guided biopsy tool for intraoperative neuronavigational systems.27834593 · Grech-Sollars, Matthew, Vaqas, Babar, Thompson, Gerard et al.2019 · 35 citationsJournal of neurosurgery. 2017;127(4):812-818
Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain.25802212 · Grech-Sollars, Matthew, Hales, Patrick W, Miyazaki, Keiko et al.2015 · 213 citationsNMR in biomedicine. 2015;28(4):468-85
Challenges for the functional diffusion map in pediatric brain tumors.24305721 · Grech-Sollars, Matthew, Saunders, Dawn E, Phipps, Kim P et al.2014 · 8 citationsNeuro-oncology. 2014;16(3):449-56
Response to "Reply to 'Survival analysis for apparent diffusion coefficient measures in children with embryonal brain tumors,' by Grech-Sollars et al".23430604 · Grech-Sollars, Matthew, Saunders, Dawn E, Phipps, Kim P et al.2013 · 0 citationsNeuro-oncology. 2013;15(3):268
Survival analysis for apparent diffusion coefficient measures in children with embryonal brain tumours.22954494 · Grech-Sollars, Matthew, Saunders, Dawn E, Phipps, Kim P et al.2013 · 8 citationsNeuro-oncology. 2012;14(10):1285-93
Career total: 89 works. 35 are in this corpus.
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