Search Results - "Visvikis, D."

Harmonization strategies for multicenter radiomics investigations by Da-Ano, R, Visvikis, D, Hatt, M

“…Carrying out large multicenter studies is one of the key goals to be achieved towards a faster transfer of the radiomics approach in the clinical setting. This…”
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Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies by Da-ano, R., Masson, I., Lucia, F., Doré, M., Robin, P., Alfieri, J., Rousseau, C., Mervoyer, A., Reinhold, C., Castelli, J., De Crevoisier, R., Rameé, J. F., Pradier, O., Schick, U., Visvikis, D., Hatt, M.

“…Multicenter studies are needed to demonstrate the clinical potential value of radiomics as a prognostic tool. However, variability in scanner models,…”
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SP-0626: The promise of functional volume automatic segmentation by Visvikis, D

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Evaluation of conventional and deep learning based image harmonization methods in radiomics studies by Tixier, F, Jaouen, V, Hognon, C, Gallinato, O, Colin, T, Visvikis, D

“…To evaluate the impact of image harmonization on outcome prediction models using radiomics. 234 patients from the Brain Tumor Image Segmentation Benchmark…”
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Joint EANM/SNMMI guideline on radiomics in nuclear medicine: Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data Sciences Council by Hatt, M., Krizsan, A. K., Rahmim, A., Bradshaw, T. J., Costa, P. F., Forgacs, A., Seifert, R., Zwanenburg, A., El Naqa, I., Kinahan, P. E., Tixier, F., Jha, A. K., Visvikis, D.

“…Purpose The purpose of this guideline is to provide comprehensive information on best practices for robust radiomics analyses for both hand-crafted and deep…”
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A deep neural network for parametric image reconstruction on a large axial field-of-view PET by Li, Y., Hu, J., Sari, H., Xue, S., Ma, R., Kandarpa, S., Visvikis, D., Rominger, A., Liu, H., Shi, K.

“…Purpose The PET scanners with long axial field of view (AFOV) having ~ 20 times higher sensitivity than conventional scanners provide new opportunities for…”
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GATE V6: a major enhancement of the GATE simulation platform enabling modelling of CT and radiotherapy by Jan, S, Benoit, D, Becheva, E, Carlier, T, Cassol, F, Descourt, P, Frisson, T, Grevillot, L, Guigues, L, Maigne, L, Morel, C, Perrot, Y, Rehfeld, N, Sarrut, D, Schaart, D R, Stute, S, Pietrzyk, U, Visvikis, D, Zahra, N, Buvat, I

“…GATE (Geant4 Application for Emission Tomography) is a Monte Carlo simulation platform developed by the OpenGATE collaboration since 2001 and first publicly…”
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Ensemble of neural networks for 3D position estimation in monolithic PET detectors by Iborra, A, González, A J, González-Montoro, A, Bousse, A, Visvikis, D

“…We propose an ensemble of multilayer feedforward neural networks to estimate the 3D position of photoelectric interactions in monolithic detectors. The…”
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PET respiratory motion correction: quo vadis? by Lamare, F, Bousse, A, Thielemans, K, Liu, C, Merlin, T, Fayad, H, Visvikis, D

“…Positron emission tomography (PET) respiratory motion correction has been a subject of great interest for the last twenty years, prompted mainly by the…”
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CT respiratory motion synthesis using joint supervised and adversarial learning by Cao, Y-H, Bourbonne, V, Lucia, F, Schick, U, Bert, J, Jaouen, V, Visvikis, D

“…Four-dimensional computed tomography (4DCT) imaging consists in reconstructing a CT acquisition into multiple phases to track internal organ and tumor motion…”
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Radiomics analysis of 3D dose distributions to predict toxicity of radiotherapy for lung cancer by Bourbonne, V., Da-ano, R., Jaouen, V., Lucia, F., Dissaux, G., Bert, J., Pradier, O., Visvikis, D., Hatt, M., Schick, U.

“…•The miscalibration of pulmonary and esophageal toxicities in patients with lung cancer treated by (chemo)-radiotherapy is frequent.•Usual dose-volume…”
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SP-0374 WHAT CAN AUTOMATIC PET TUMOUR VOLUME DELINEATION BRING TO TREATMENT PLANNING? by Visvikis, D

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Economic spillovers between related derivatives markets: The case of commodity and freight markets by Kavussanos, Manolis G., Visvikis, Ilias D., Dimitrakopoulos, Dimitris N.

“…•Examine volatility spillovers between commodity and freight derivatives markets.•Commodity markets informationally lead freight markets in returns and…”
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Predicting response to radiotherapy of head and neck squamous cell carcinoma using radiomics from cone-beam CT images by Sellami, S, Bourbonne, V, Hatt, M, Tixier, F, Bouzid, D, Lucia, F, Pradier, O, Goasduff, G, Visvikis, D, Schick, U

“…Radiotherapy (RT) for head and neck cancer is now guided by cone-beam computed tomography (CBCT). We aim to identify a CBCT radiomic signature predictive of…”
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TH‐C‐214‐03: The Good the Bad and the Ugly about Using PET for Treatment Planning? by Visvikis, D

“…The use of PET data into the treatment planning process has been the focus of intense development over the past few years. The availability of multi‐ modality…”
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A Fuzzy Locally Adaptive Bayesian Segmentation Approach for Volume Determination in PET by Hatt, M., Cheze le Rest, C., Turzo, A., Roux, C., Visvikis, D.

“…Accurate volume estimation in positron emission tomography (PET) is crucial for different oncology applications. The objective of our study was to develop a…”
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List-mode-based reconstruction for respiratory motion correction in PET using non-rigid body transformations by Lamare, F, Ledesma Carbayo, M J, Cresson, T, Kontaxakis, G, Santos, A, Le Rest, C Cheze, Reader, A J, Visvikis, D

“…Respiratory motion in emission tomography leads to reduced image quality. Developed correction methodology has been concentrating on the use of respiratory…”
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Local respiratory motion correction for PET/CT imaging: Application to lung cancer by Lamare, F., Fayad, H., Fernandez, P., Visvikis, D.

“…Purpose: Despite multiple methodologies already proposed to correct respiratory motion in the whole PET imaging field of view (FOV), such approaches have not…”
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Evaluation of respiratory and cardiac motion correction schemes in dual gated PET/CT cardiac imaging by Lamare, F., Le Maitre, A., Dawood, M., Schäfers, K. P., Fernandez, P., Rimoldi, O. E., Visvikis, D.

“…Purpose: Cardiac imaging suffers from both respiratory and cardiac motion. One of the proposed solutions involves double gated acquisitions. Although such an…”
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Denoising of PET images by combining wavelets and curvelets for improved preservation of resolution and quantitation by Le Pogam, A., Hanzouli, H., Hatt, M., Cheze Le Rest, C., Visvikis, D.

“…•An improved Positron Emission Tomography (PET) denoising methodology is proposed.•The new method overcomes limitations of the PET state-of-the-art…”
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