John Prior
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Professor and Head of Department
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Recent Grants
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Machine learning and patient-specific biomechanical methods for assessing outcome in total shoulder arthroplasty: a multicenter cohort study
Open Date: 2020-10-01
Close Date: 2024-09-30
Grant: Close
PETITION - PET for InTensive Care units and Innovative protON therapy
Open Date: 2020-09-01
Close Date: 2024-02-29
Grant: Close
A multimodal approach for diagnosis and prognosis of covert awareness in disorders of consciousness in the acute stage
Open Date: 2020-05-01
Close Date: 2023-04-30
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The future of radiomics: understanding, Validating and Increasing the Specificity of Imaging Biomarkers for personaLizEd medicine (VISIBLE)
Open Date: 2018-09-01
Close Date: 2022-08-31
Grant: Close
Chest imaging under high frequency percussive ventilation
Open Date: 2018-02-01
Close Date: 2020-01-31
Articles (18)
Anatomical Quantitative Volumetric Evaluation of Liver Segments in Hepatocellular Carcinoma Patients Treated with Selective Internal Radiation Therapy: Key Parameters Influencing Untreated Liver Hypertrophy
Background: Factors affecting morphological changes in the liver following selective internal radiation therapy (SIRT) are unclear, and the available literature focuses on non-anatomical volumetric assessment techniques in a lobar treatment setting. This study aimed to investigate quantitative changes in the liver post-SIRT using an anatomical volumetric approach in hepatocellular carcinoma (HCC) patients with different levels of treatment selectivity and evaluate the parameters affecting those changes. This retrospective, single-institution, IRB-approved study included 88 HCC patients. Whole liver, liver segments, tumor burden, and spleen volumes were quantified on MRI at baseline and 3/6/12 months post-SIRT using a segmentation-based 3D software relying on liver vascular anatomy. Treatment characteristics, longitudinal clinical/laboratory, and imaging data were analyzed. The Student’s t-test and Wilcoxon test evaluated volumetric parameters evolution. Spearman correlation was used to assess the association between variables. Uni/multivariate analyses investigated factors influencing untreated liver volume (uLV) increase. Results: Most patients were cirrhotic (92%) men (86%) with Child–Pugh A (84%). Absolute and relative uLV kept increasing at 3/6/12 months post-SIRT vs. baseline (all, p ≤ 0.005) and was maximal during the first 6 months. Absolute uLV increase was greater in Child–Pugh A5/A6 vs. ≥B7 at 3 months (A5, p = 0.004; A6, p = 0.007) and 6 months (A5, p = 0.072; A6, p = 0.031) vs. baseline. When the Child–Pugh class worsened at 3 or 6 months post-SIRT, uLV did not change significantly, whereas it increased at 3/6/12 months vs. baseline (all p ≤ 0.015) when liver function remained stable. The Child–Pugh score was inversely correlated with absolute and relative uLV increase at 3 months (rho = −0.21, p = 0.047; rho = −0.229, p = 0.048). In multivariate analysis, uLV increase was influenced at 3 months by younger age (p = 0.013), administered 90Y activity (p = 0.003), and baseline spleen volume (p = 0.023). At 6 months, uLV increase was impacted by younger age (p = 0.006), whereas treatment with glass microspheres (vs. resin) demonstrated a clear trend towards better hypertrophy (f = 3.833, p = 0.058). The amount (percentage) of treated liver strongly impacted the relative uLV increase at 3/6/12 months (all f ≥ 8.407, p ≤ 0.01). Conclusion: Liver function (preserved baseline and stable post-SIRT) favored uLV hypertrophy. Younger patients, smaller baseline spleen volume, higher administered 90Y activity, and a larger amount of treated liver were associated with a higher degree of untreated liver hypertrophy. These factors should be considered in surgical candidates undergoing neoadjuvant SIRT.
Year:
2024
Year:
2023
Year:
2023
Collaborators (25)
Vincent Dunet
Lausanne University Hospital
Chaitanya Madamanchi
University of Michigan
Nicolas Demartines
Professor, Chairman
Lausanne University Hospital
Daniel Abler
University Hospital of Geneva
Prem Soman
-
Olivier Michielin
Geneva University Hospitals (HUG)
LANA E. KANDALAFT
Associate Professor
University of Lausanne
Rafael Duran
-
Johan Nuyts
professor
KU Leuven
Henning Müller
Professor
HES-SO
Thierry Kuntzer
Professsor
University of Lausanne
Michel Cuendet
SIB Swiss Institute of Bioinformatics
Ricardo Teresa Ribeiro
Professor
University of Applied Sciences and Arts Northwestern Switzerland
Cláudia Sá dos Reis
Professor
School of Health Sciences (HESAV)/University of Applied Sciences and Arts Western Switzerland (HES-SO)
Mouaz Al-Mallah
Houston Methodist
Judith Anna Delage
-
Bianca Mazini
Lausanne University Hospital
Francesco Cicone
Associate Professor
Magna Graecia University
Michele Zeverino
Lausanne University Hospital
Mario Jreige
Lausanne University Hospital (CHUV)
Adrien Depeursinge
Lausanne University Hospital
Maurice MATTER
Prof, med
Lausanne University Hospital
Himanshu Verma
Assistant Professor at Delft University of Technology
Delft University of Technology
Prof. Dr. Niklaus Schaefer
Chief Physician
-
Krisztian Homicsko
Lausanne University Hospital

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