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humans (66) 66
life sciences (61) 61
bioengineering (51) 51
radiology, nuclear medicine & medical imaging (45) 45
oncology (43) 43
positron-emission tomography (41) 41
[ sdv.ib.mn ] life sciences [q-bio]/bioengineering/nuclear medicine (39) 39
cancer (39) 39
fluorodeoxyglucose f18 (34) 34
tumors (33) 33
algorithms (32) 32
female (32) 32
tomography (31) 31
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male (29) 29
prognosis (29) 29
medicine & public health (28) 28
heterogeneity (27) 27
positron emission tomography (27) 27
aged (26) 26
middle aged (26) 26
tumor burden (25) 25
imaging / radiology (24) 24
orthopedics (24) 24
pet (24) 24
pet imaging (24) 24
positron-emission tomography - methods (23) 23
cardiology (22) 22
computed tomography (22) 22
image processing (22) 22
radiopharmaceuticals (19) 19
lung cancer (18) 18
radiomics (18) 18
reproducibility of results (18) 18
retrospective studies (18) 18
tomography, x-ray computed (18) 18
aged, 80 and over (17) 17
article (17) 17
patients (17) 17
radiotherapy (17) 17
segmentation (17) 17
adult (16) 16
image segmentation (16) 16
positron emission (16) 16
images (15) 15
mesh : humans (15) 15
mesh : positron-emission tomography (15) 15
image processing, computer-assisted - methods (14) 14
lung neoplasms - diagnostic imaging (14) 14
machine learning (14) 14
radiation therapy (14) 14
survival (14) 14
textural features (14) 14
treatment outcome (14) 14
tumor (14) 14
f-18-fdg pet (13) 13
medical prognosis (13) 13
computer science (12) 12
definition (12) 12
engineering, biomedical (12) 12
magnetic resonance imaging (12) 12
methods (12) 12
neoplasms (12) 12
reproducibility (12) 12
sensitivity and specificity (12) 12
carcinoma, non-small-cell lung - diagnostic imaging (11) 11
chemotherapy (11) 11
image processing, computer-assisted (11) 11
mesh : algorithms (11) 11
neoplasms - diagnostic imaging (11) 11
analysis (10) 10
breast cancer (10) 10
cell lung-cancer (10) 10
esophageal cancer (10) 10
mesh : fluorodeoxyglucose f18 (10) 10
multimodal imaging (10) 10
tumor volume (10) 10
[ sdv.can ] life sciences [q-bio]/cancer (9) 9
fdg-pet (9) 9
feature extraction (9) 9
radionuclide imaging (9) 9
signal and image processing (9) 9
total lesion glycolysis (9) 9
bayes theorem (8) 8
head & neck cancer (8) 8
lung neoplasms - pathology (8) 8
nsclc (8) 8
pet/ct (8) 8
positron emission tomography computed tomography (8) 8
positron-emission-tomography (8) 8
prediction (8) 8
prospective studies (8) 8
prostate cancer (8) 8
studies (8) 8
texture analysis (8) 8
therapy (8) 8
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1. The first standard for certification of HATT - The application of risk based approach
by Bittencourt, Claudio and Zarraonandia, Gaizka and Vinogradov, Alexey and Cocho, Mathieu
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE, 2014, Volume 9A
Conference Proceeding
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2. Full Text Characterization of PET/CT images using texture analysis: the past, the present… any future?
by Hatt, Mathieu and Tixier, Florent and Pierce, Larry and Kinahan, Paul E and Le Rest, Catherine Cheze and Visvikis, Dimitris
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 01/2017, Volume 44, Issue 1, pp. 151 - 165
After seminal papers over the period 2009 - 2011, the use of texture analysis of PET/CT images for quantification of intratumour uptake heterogeneity has... 
Recommendations | Heterogeneity | Image texture | Critical review | PET/CT | Animals | Positron Emission Tomography Computed Tomography - trends | Imaging, Three-Dimensional - trends | Humans | Image Enhancement - methods | Evidence-Based Medicine | Forecasting | Tomography | Medical diagnosis | Cancer | Life Sciences | Bioengineering | Nuclear medicine
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3. Full Text A Fuzzy Locally Adaptive Bayesian Segmentation Approach for Volume Determination in PET
by Hatt, M and Cheze le Rest, C and Turzo, A and Roux, C and Visvikis, D
IEEE Transactions on Medical Imaging, ISSN 0278-0062, 06/2009, Volume 28, Issue 6, pp. 881 - 893
Accurate volume estimation in positron emission tomography (PET) is crucial for different oncology applications. The objective of our study was to develop a... 
positron emission tomography (PET) | IEC | Oncology | Reproducibility of results | volume determination | Noise level | Image quality | Bayesian methods | Hidden Markov models | Imaging phantoms | segmentation | Lesions | Positron emission tomography | Positron emission tomography (PET) | Segmentation | Volume determination | DEFINITION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | IMAGE | ENGINEERING, BIOMEDICAL | IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | ENGINEERING, ELECTRICAL & ELECTRONIC | Markov Chains | Reproducibility of Results | Algorithms | Computer Simulation | Humans | Bayes Theorem | Image Processing, Computer-Assisted - methods | Positron-Emission Tomography - methods | Neoplasms - diagnostic imaging | Fuzzy Logic | Normal Distribution | Fuzzy logic | Bayesian statistical decision theory | PET imaging | Fuzzy algorithms | Research | Adaptive control | Methods | Fuzzy systems | Studies | Noise | Bioengineering | Nuclear medicine | Positron-Emission Tomography | Neoplasms | Life Sciences | Image Processing, Computer-Assisted | methods | radionuclide imaging | PET
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4. Characterization of PET/CT images using texture analysis: the past, the presenta... any future?
by Hatt, M and Tixier, F and Pierce, L and Kinahan, PE and Le Rest, CC and Visvikis, D
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, ISSN 1619-7070, 01/2017, Volume 44, Issue 1, pp. 151 - 165
After seminal papers over the period 2009 - 2011, the use of texture analysis of PET/CT images for quantification of intratumour uptake heterogeneity has... 
FDG-PET | THERAPY RESPONSE | Image texture | QUANTIFYING TUMOR HETEROGENEITY | CERVICAL-CANCER | Recommendations | Heterogeneity | F-18-FDG PET | GRADIENT-BASED METHOD | IMAGING FEATURES | PET/CT | QUANTITATIVE ASSESSMENT | PROGNOSTIC-SIGNIFICANCE | Critical review | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | INTRATUMORAL METABOLIC HETEROGENEITY
Journal Article
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5. Full Text PET functional volume delineation: a robustness and repeatability study
by Hatt, Mathieu and Cheze Le Rest, Catherine and Albarghach, Nidal and Pradier, Olivier and Visvikis, Dimitris
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 4/2011, Volume 38, Issue 4, pp. 663 - 672
Current state-of-the-art algorithms for functional uptake volume segmentation in PET imaging consist of threshold-based approaches, whose parameters often... 
Repeatability | Medicine & Public Health | PET uptake volume determination | Orthopedics | Thresholding | FLAB | Oncology | Robustness | Nuclear Medicine | Cardiology | Imaging / Radiology | DEFINITION | CELL LUNG-CANCER | ONCOLOGY | SEGMENTATION | F-18-FDG | RADIOTHERAPY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | TUMOR VOLUME | Reproducibility of Results | Algorithms | Image Processing, Computer-Assisted - methods | Positron-Emission Tomography - methods | Phantoms, Imaging | Image processing | Pets | Robust control | Medical imaging
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6. Full Text FDG PET/CT texture analysis for predicting the outcome of lung cancer treated by stereotactic body radiation therapy
by Lovinfosse, Pierre and Janvary, Zsolt Levente and Coucke, Philippe and Jodogne, Sébastien and Bernard, Claire and Hatt, Mathieu and Visvikis, Dimitris and Jansen, Nicolas and Duysinx, Bernard and Hustinx, Roland
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 7/2016, Volume 43, Issue 8, pp. 1453 - 1460
With 18F-FDG PET/CT, tumor uptake intensity and heterogeneity have been associated with outcome in several cancers. This study aimed at investigating whether... 
Heterogeneity | Stereotactic body radiation therapy | Medicine & Public Health | Orthopedics | Textural analysis | 18 F-FDG PET/CT | Non-small cell lung cancer | Prognostic factor | Oncology | Nuclear Medicine | Imaging / Radiology | Cardiology | F-FDG PET/CT | SURVIVAL | UPTAKE HETEROGENEITY | ABLATIVE RADIOTHERAPY | F-18-FDG PET/CT | NSCLC | PROGNOSTIC VALUE | FEATURES | F-18-FDG PET | PRETREATMENT | IMAGES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | TUMOR VOLUME | Carcinoma, Non-Small-Cell Lung - pathology | Carcinoma, Non-Small-Cell Lung - radiotherapy | Humans | Lung Neoplasms - metabolism | Middle Aged | Carcinoma, Non-Small-Cell Lung - metabolism | Radiosurgery | Lung Neoplasms - radiotherapy | Lung Neoplasms - pathology | Male | Treatment Outcome | Positron Emission Tomography Computed Tomography | Disease-Free Survival | Aged, 80 and over | Female | Fluorodeoxyglucose F18 | Lung Neoplasms - diagnostic imaging | Aged | Carcinoma, Non-Small-Cell Lung - diagnostic imaging | Retrospective Studies | Neoplasm Staging | Glucose metabolism | Prognosis | PET imaging | Analysis | Radiation | Development and progression | Radiotherapy | Lung cancer, Non-small cell | Tomography | Medical imaging | Radiation therapy | Lung cancer | Medical prognosis
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7. Full Text Image Enhancement With PDEs and Nonconservative Advection Flow Fields
by Jaouen, Vincent and Bert, Julien and Boussion, Nicolas and Fayad, Hadi and Hatt, Mathieu and Visvikis, Dimitris
IEEE Transactions on Image Processing, ISSN 1057-7149, 06/2019, Volume 28, Issue 6, pp. 3075 - 3088
We propose a new method for the progressive enhancement of images degraded by noise and blur using shock filters. The originality of our approach lies in the... 
Measurement | denoising | Smoothing methods | AWGN | Image edge detection | Electric shock | shock filter | image sharpening | anisotropic diffusion | Image restoration | partial differential equations | Image enhancement | TOMOGRAPHY | RESTORATION | GRADIENT | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | MONTE-CARLO | DECONVOLUTION | PARTIAL VOLUME CORRECTION | EXTERNAL FORCE | MAGNETIC-RESONANCE | PET | Brain | Image segmentation | Medical imaging | Positron emission | Tomography | Sharpening | Image filters | Edge detection
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8. Full Text Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET
by Tixier, Florent and Hatt, Mathieu and Le Rest, Catherine Cheze and Le Pogam, Adrien and Corcos, Laurent and Visvikis, Dimitris
Journal of Nuclear Medicine, ISSN 0161-5505, 05/2012, Volume 53, Issue 5, pp. 693 - 700
(18)F-FDG PET measurement of standardized uptake value (SUV) is increasingly used for monitoring therapy response and predicting outcome. Alternative... 
Oncology | Texture analysis | Reproducibility | F-FDG | PET | Reproducibility of Results | Biological Transport | Esophageal Neoplasms - metabolism | Fluorodeoxyglucose F18 - metabolism | Treatment Outcome | Retrospective Studies | Image Processing, Computer-Assisted - methods | Positron-Emission Tomography - methods | Esophageal Neoplasms - therapy | Esophageal Neoplasms - diagnostic imaging | Life Sciences | Bioengineering | Nuclear medicine | Esophageal Neoplasms | Image Processing, Computer-Assisted | Fluorodeoxyglucose F18 | Positron-Emission Tomography | therapy | methods | radionuclide imaging | diagnostic use | metabolism
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9. Full Text Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer
by Tixier, Florent and Le Rest, Catherine Cheze and Hatt, Mathieu and Albarghach, Nidal and Pradier, Olivier and Metges, Jean-Philippe and Corcos, Laurent and Visvikis, Dimitris
Journal of Nuclear Medicine, ISSN 0161-5505, 03/2011, Volume 52, Issue 3, pp. 369 - 378
(18)F-FDG PET is often used in clinical routine for diagnosis, staging, and response to therapy assessment or prediction. The standardized uptake value (SUV)... 
F-FDG PET | Predictive value | Response to therapy | Textural analysis | Esophageal cancer | Reproducibility of Results | Prognosis | Humans | Image Interpretation, Computer-Assisted - methods | Middle Aged | Carboplatin - administration & dosage | Male | Treatment Outcome | Combined Modality Therapy | Positron-Emission Tomography - methods | Cisplatin - administration & dosage | Fluorouracil - administration & dosage | Antineoplastic Combined Chemotherapy Protocols - therapeutic use | Sensitivity and Specificity | Aged, 80 and over | Radiotherapy, Conformal | Female | Fluorodeoxyglucose F18 | Aged | Image Enhancement - methods | Esophageal Neoplasms - therapy | Radiopharmaceuticals | Esophageal Neoplasms - diagnostic imaging | Bioengineering | Nuclear medicine | Image Enhancement | Image Interpretation, Computer-Assisted | Positron-Emission Tomography | Life Sciences | Esophageal Neoplasms | Fluorouracil | Antineoplastic Combined Chemotherapy Protocols | Cisplatin | Carboplatin | 18F-FDG PET | esophageal cancer | methods | administration & dosage | diagnostic use | therapy | response to therapy | predictive value | radionuclide imaging | therapeutic use | texture analysis
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10. Full Text 18F-FDG PET uptake characterization through texture analysis: Investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort
by Hatt, Mathieu and Majdoub, Mohamed and Vallières, Martin and Tixier, Florent and Le Rest, Catherine Cheze and Groheux, David and Hindié, Elif and Martineau, Antoine and Pradier, Olivier and Hustinx, Roland and Perdrisot, Remy and Guillevin, Remy and Naqa, Issam El and Visvikis, Dimitris
Journal of Nuclear Medicine, ISSN 0161-5505, 01/2015, Volume 56, Issue 1, pp. 38 - 44
Intratumoral uptake heterogeneity in (18)F-FDG PET has been associated with patient treatment outcomes in several cancer types. Textural feature analysis is a... 
Heterogeneity | Prognosis | FDG PET/CT | Textural features | Metabolically active tumor volume | Neoplasms - metabolism | Biological Transport | Humans | Survival Analysis | Fluorodeoxyglucose F18 - metabolism | Positron-Emission Tomography | Retrospective Studies | Tumor Burden | Neoplasms - diagnostic imaging | Neoplasms - pathology | Cohort Studies
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11. Full Text Radiomics: Data Are Also Images
by Hatt, M and Le Rest, CC and Tixier, F and Badic, B and Schick, U and Visvikis, D
JOURNAL OF NUCLEAR MEDICINE, ISSN 0161-5505, 09/2019, Volume 60, Issue Suppl 2, pp. 38S - 44S
The aim of this review is to provide readers with an update on the state of the art, pitfalls, solutions for those pitfalls, future perspectives, and... 
FDG-PET | QUANTIFICATION | TEXTURE FEATURES | MODEL | machine learning | CANCER | PREDICTION | HETEROGENEITY | radiomics | deep learning | METHODOLOGY | SEGMENTATION | NEURAL-NETWORK | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Nuclear medicine | Image segmentation | Automation | Image processing | Segmentation | Data acquisition | Machine learning
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12. FDG PET/CT radiomics for predicting the outcome of locally advanced rectal cancer
by Lovinfosse, Pierre and Polus, Marc and Van Daele, Daniel and Martinive, Philippe and Daenen, Frédéric and Hatt, Mathieu and Visvikis, Dimitris and Koopmansch, Benjamin and Lambert, Frédéric and Coimbra, Carla and Seidel, Laurence and Albert, Adelin and Delvenne, Philippe and Hustinx, Roland
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 03/2018, Volume 45, Issue 3, pp. 365 - 375
Purpose The aim of this study was to investigate the prognostic value of baseline F-18-FDG PET/CT textural analysis in locally-advanced rectal cancer (LARC).... 
Tumor heterogeneity | Rectal cancer | F-FDG PET/CT | Textural analysis | Radiomics | NEOADJUVANT CHEMORADIATION THERAPY | TEXTURAL FEATURES | UPTAKE HETEROGENEITY | F-18-FDG PET/CT | PREOPERATIVE CHEMORADIOTHERAPY | PATHOLOGICAL COMPLETE RESPONSE | RADIATION-THERAPY | CELL LUNG-CANCER | F-18-FDG PET | COLORECTAL-CANCER | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Regional analysis | Colorectal cancer | Regression analysis | Metabolism | Patients | Survival | Texture | K-Ras protein | Quality | Surgery | Rectum | Glycolysis | Homogeneity | Remission | Fatalities | Coarseness | Mutation | Positron emission tomography | Cancer
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13. Full Text Accurate Automatic Delineation of Heterogeneous Functional Volumes in Positron Emission Tomography for Oncology Applications
by Hatt, Mathieu, Ph.D and Cheze le Rest, Catherine, Ph.D., M.D and Descourt, Patrice, Ph.D and Dekker, André, Ph.D and De Ruysscher, Dirk, Ph.D., M.D and Oellers, Michel, Ph.D and Lambin, Philippe, Ph.D., M.D and Pradier, Olivier, Ph.D., M.D and Visvikis, Dimitris, Ph.D
International Journal of Radiation Oncology, Biology, Physics, ISSN 0360-3016, 2010, Volume 77, Issue 1, pp. 301 - 308
Purpose Accurate contouring of positron emission tomography (PET) functional volumes is now considered crucial in image-guided radiotherapy and other oncology... 
Radiology | Hematology, Oncology and Palliative Medicine | Automatic segmentation | Image-guided radiotherapy | Heterogeneous functional volumes delineation | Dose painting | DEFINITION | TARGET | TUMOR | CANCER | ONCOLOGY | IMAGES | SEGMENTATION | RADIOTHERAPY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | PET | INTEROBSERVER | Radiotherapy Dosage | Medical Oncology - methods | Markov Chains | Radiotherapy Planning, Computer-Assisted - methods | Humans | Positron-Emission Tomography - methods | Tumor Burden | Neoplasms - diagnostic imaging | Algorithms | Bayes Theorem | Fluorodeoxyglucose F18 | Neoplasms - radiotherapy | Neoplasms - pathology | Radiopharmaceuticals | Fuzzy Logic | TOMOGRAPHY | DIAGNOSTIC TECHNIQUES | NEOPLASMS | EMISSION COMPUTED TOMOGRAPHY | ALGORITHMS | MEDICINE | CT-GUIDED RADIOTHERAPY | COMPUTERIZED TOMOGRAPHY | NUCLEAR MEDICINE | DISEASES | THERAPY | POSITRON COMPUTED TOMOGRAPHY | RADIOLOGY AND NUCLEAR MEDICINE | MATHEMATICAL LOGIC | RADIOLOGY
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14. Full Text Radiomics in PET/CT: More than meets the eye?
by Hatt, Mathieu and Tixier, Florent and Visvikis, Dimitris and Le Rest, Catherine Cheze
Journal of Nuclear Medicine, ISSN 0161-5505, 03/2017, Volume 58, Issue 3, pp. 365 - 366
Radiomics is defined as the high-throughput extraction of quantitative metrics from medical images (1). One of its main assumptions is that medical images are... 
CELL LUNG-CANCER | HETEROGENEITY | F-18-FDG PET/CT | IMAGES | MRI | QUANTIFICATION | TEXTURE ANALYSIS | CARCINOMA | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | FEATURES | Positron Emission Tomography Computed Tomography | Fluorodeoxyglucose F18 | Tomography, X-Ray Computed | Life Sciences | Bioengineering | Nuclear medicine
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15. Artificial intelligence, machine (deep) learning and radio(geno)mics: definitions and nuclear medicine imaging applications
by Visvikis, Dimitris and Cheze Le Rest, Catherine and Jaouen, Vincent and Hatt, Mathieu
European journal of nuclear medicine and molecular imaging, ISSN 1619-7070, 07/2019, pp. 1 - 8
Techniques from the field of artificial intelligence, and more specifically machine (deep) learning methods, have been core components of most recent... 
Learning | Medicine | Nuclear medicine | Image segmentation | Learning algorithms | Medical imaging | Segmentation | Image processing | Noise reduction | Artificial intelligence | Image reconstruction
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16. Full Text Radiogenomics-based cancer prognosis in colorectal cancer
by Badic, B and Hatt, M and Durand, S and Le Jossic-Corcos, C and Simon, B and Visvikis, D and Corcos, L
SCIENTIFIC REPORTS, ISSN 2045-2322, 07/2019, Volume 9, Issue 1, pp. 9743 - 7
Radiogenomics aims at investigating the relationship between imaging radiomic features and gene expression alterations. This study addressed the potential... 
STAGE | MULTIDISCIPLINARY SCIENCES | RADIOMICS | CT TEXTURE ANALYSIS | COLON | ASSOCIATION | EXPRESSION | TUMOR HETEROGENEITY | FEATURES | Computed tomography | Colorectal carcinoma | Medical prognosis | Colorectal cancer | Gene expression | Survival | Tumors
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17. Dependency of a validated radiomics signature on tumor volume and potential corrections
by Martin Vallieres and Dimitris Visvikis and Mathieu Hatt
The Journal of Nuclear Medicine, ISSN 0161-5505, 05/2018, Volume 59, p. 640
Purpose: Radiomics is foreseen as an essential prognostic tool for cancer risk assessment. The radiomics signature described in Aerts et al. (Nat. Commun.... 
Phenotypes | Translation | Medical imaging | Lung cancer | Positron emission | Health risks | Patients | Wavelet | Cohort analysis | Computed tomography | Mathematical analysis | Medical prognosis | Risk assessment | Dependence | Tomography | Feature extraction | Head and neck cancer | Head & neck cancer | Pretreatment | Cancer | Tumors
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18. Full Text Regarding “Segmentation of heterogeneous or small FDG PET positive tissue based on a 3D-locally adaptive random walk algorithm” By DP. Onoma et al
by Hatt, Mathieu and Visvikis, Dimitris
Computerized Medical Imaging and Graphics, ISSN 0895-6111, 2015, Volume 46, pp. 300 - 301
Internal Medicine | Other
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19. Full Text PET/MR attenuation correction: where have we come from and where are we going?
by Visvikis, Dimitris and Monnier, Florian and Bert, Julien and Hatt, Mathieu and Fayad, Hadi
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 6/2014, Volume 41, Issue 6, pp. 1172 - 1175
  The development of combined PET/MR devices has brought to the forefront of scientific interest the issue of PETAC, after CT largely contributed to its... 
Oncology | Nuclear Medicine | Medicine & Public Health | Imaging / Radiology | Cardiology | Orthopedics | SEQUENCES | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | ULTRASHORT ECHO TIME | Magnetic Resonance Imaging - methods | Image Processing, Computer-Assisted - methods | Positron-Emission Tomography - methods | Tomography | Nuclear medicine | Medical equipment | Life Sciences | Bioengineering
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20. External validation of a combined PET and MRI radiomics model for prediction of recurrence in cervical cancer patients treated with chemoradiotherapy
by Lucia, François and Visvikis, Dimitris and Vallières, Martin and Desseroit, Marie-Charlotte and Miranda, Omar and Robin, Philippe and Bonaffini, Pietro Andrea and Alfieri, Joanne and Masson, Ingrid and Mervoyer, Augustin and Reinhold, Caroline and Pradier, Olivier and Hatt, Mathieu and Schick, Ulrike
European Journal of Nuclear Medicine and Molecular Imaging, ISSN 1619-7070, 2018, Volume 46, Issue 4, pp. 864 - 877
PurposeThe aim of this study was to validate previously developed radiomics models relying on just two radiomics features from F-18-fluorodeoxyglucose positron... 
External validation | Chemoradiotherapy | Cervical cancer | Prediction | Radiomics | TEXTURAL FEATURES | PROGNOSIS | RECONSTRUCTION | ACQUISITION | PARAMETERS | HARMONIZATION | F-18-FDG PET | IMAGES | CHEMORADIATION | RADIOTHERAPY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | Nuclear magnetic resonance--NMR | Medical imaging | Positron emission | Cervix | Disease control | Patients | Model accuracy | Sensitivity | Accuracy | Magnetic resonance imaging | Prediction models | Predictions | Tomography | Models | Mathematical models | Pretreatment | Diffusion coefficient | Flow charts | Positron emission tomography | Cancer
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