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Citations statistics
Google Scholar:
~2800 citations ; h-index 28 ; i10-index 48 | Web of science:  ~1800 citations ; h-index 22

Articles in peer-reviewed journals
Authors
* equal contribution
Title Journal Details
2017
M. Hatt, B. Laurent, A. Ouahabi, H. Fayad, V. Jaouen, C. Tauber, J. Czakon, F. Drapejkowski, W. Dyrka, S Tan, L. Li, W. Lu, S. Camarasu-Pop, F. Cervenansky, P. Girard, M. Kain, Y. Yao, C. Barillot, A. Kirov, D. Visvikis The 1st MICCAI challenge on PET tumor segmentation Medical Image Analysis in  minor revision
M. Vallières, D. Visvikis, M. Hatt Radiomics: Responsible Research For Faster Clinical Translation [Editorial] Journal of Nuclear Medicine in press
H. Hanzouli, J. Lapuyade-Lahorgue, D. Benoit, J. Bert, P. Lambin, A. Van Baardwijk, E. Monfrini, W. Pieczynksi, D. Visvikis, M. Hatt A framework based on Hidden Markov Trees for multimodal PET/CT image co-segmentation Medical Physics in press
L. Fanchon, A. Apte, C.R. Schmidtlein, E. Yorke, Y-C. Hu, M. Hatt,  D. Visvikis, J.L. Humm,  S.B. Solomon, A.S. Kirov Evaluation of the tumor registration error in biopsy procedures performed under real-time PET/CT guidance Medical Physics published online
B. Berthon, E. Spezi, P.Galavis, A.T. Shepherd, A. Apte, M. Hatt, H. Fayad, E. De Bernardi, C. Soffientini, C.R. Schmidtlein, I. El Naqa, R. Jeraj, W. Lu, S. Das, H. Zaidi, O. Mawlawi, D. Visvikis, J A. Lee,  A.S. Kirov Towards a standard for the evaluation of PET Auto-Segmentation methods: requirements and implementation Medical Physics published online
M. Hatt, J. Lee, C.R. Schmidtlein,  I. El Naqa, C. Caldwell, E. De Bernardi,  W. Lu, S. Das, X. Geets, V. Gregoire,  R. Jeraj, M. MacManus, O. Mawlawi, U. Nestle, A. Pugachev, H. Schöder, T. Shepherd, E. Spezi, D. Visvikis,H. Zaidi, A.S. Kirov Classification and evaluation strategies of auto-segmentation approaches for PET. Report of the American Association of Physicists in Medicine Task group 211 Medical Physics 44(6):e1-e42 Download
M-C. Desseroit, F. Tixier, W. A. Weber, B. A. Siegel, C. Cheze Le Rest, D. Visvikis, M. Hatt Reliability of PET/CT shape and heterogeneity features in functional and morphological components of Non-Small Cell Lung Cancer tumors: a repeatability analysis in a prospective multi-center cohort Journal of Nuclear Medicine 58(3):406-411 Download
K. Gnep, A. Fargeas, R.E. Gutiérrez-Carvajal, F. Commandeur, R. Mathieu, J.D. Ospina, Y. Rolland,T. Rohou, S. Vincendeau, M. Hatt, O. Acosta, R. de Crevoisier Haralick’s texture features on T2-weighted MR imaging are predictive of biochemical recurrence after prostate cancer radiotherapy Journal of Magnetic Resonance Imaging 45(1):103-117
M. Hatt, F. Tixier, L. Pierce, P. Kinahan, C. Cheze-Le Rest, D. Visvikis Characterization of PET/CT images using texture analysis: the past, the present… any future? [Review] European Journal of Nuclear Medicine and Molecular Imaging 44(1):151-165 Download
2016
M. Hatt, F. Tixier, D. Visvikis, C. Cheze-Le Rest Radiomics in PET/CT: more than meets the eye? [Invited perspective] Journal of Nuclear Medicine 58(3):365-366
C. Bailly, M. Hatt, S. Le Gouill, F. Kraeber-Bodéré, D. Visvikis, C. Bodet-Milin, T. Carlier Analysis of intratumor heterogeneity robustness derived from FDG-PET in mantle cell lymphoma patients enrolled in the Lyma trial Médecine Nucléaire 40(4):297-306
C. Lasnon, M. Majdoub, B. Lavigne, P. Do, J. Madelaine, D. Visvikis, N. Aide*, M. Hatt* 18F-FDG PET/CT heterogeneity quantification through textural features in the era of harmonisation programs: a focus on lung cancer. European Journal of Nuclear Medicine and Molecular Imaging 43(13):2324-2335 Download
W. Grootjans*, E.A. Usmanij*, W.J.G. Oyen, E.H.F.M. van der Heijden, E.P. Visser, D. Visvikis, M. Hatt, J. Bussink, L-F de Geus-Oei Performance of automatic image segmentation algorithms for calculating total lesion glycolysis for early response monitoring in non-small cell lung cancer patients during concomitant chemoradiotherapy Radiotherapy and Oncology 119(3):473-9
P. Lovinfosse, B. Koopmansch, F. Lambert, S. Jodogne, G. Kustermans, M. Hatt, D. Visvikis, L. Seidel, M. Polus, A. Albert, P. Delvenne, R. Hustinx 18F-FDG PET/CT imaging in rectal cancer: relationship with the RAS mutational status British Journal of Radiology 89(1063):20160212
F. Tixier, D. Vriens, C. Cheze- Le Rest, M. Hatt, J. A Disselhorst, W. JG Oyen, L-F. de Geus-Oei, E. P. Visser, D. Visvikis Comparison of tumor uptake heterogeneity characterization between static and parametric 18F-FDG PET images in Non-Small Cell Lung Cancer Journal of Nuclear Medicine 57(7):1033-9
M-C. Desseroit, D. Visvikis, F. Tixier, M. Majdoub, R. Perdrisot, R. Guillevin,  C. Cheze Le Rest*, M. Hatt* Development of a nomogram combining clinical staging with 18F-FDG PET/CT image features in Non-Small Cell Lung Cancer stage I-III European Journal of Nuclear Medicine and Molecular Imaging 43(8):1477-1485 Download
A. Paumier, A. Marquis, P. Trémolière, M. Lacombe, O. Capitain, A-L. Septans, G. Peyraga, P. Gustin, A. Venara, E. Menager, D. Visvikis, O. Couturier, E. Rio, M. Hatt Prognostic value of the metabolically active tumour volume Cancer Radiothérapie 20(1);24-29
P. Lovinfosse, Z. L. Janvary, P. Coucke, S. Jodogne, C. Bernard, M. Hatt, D. Visvikis, N. Jansen, B Duysinx, R Hustinx FDG PET/CT texture analysis for predicting the outcome of lung cancer treated by stereotactic body radiation therapy European Journal of Nuclear Medicine and Molecular Imaging 43(8):1453-1460
2015
M. Hatt, D. Visvikis Regarding "Segmentation of heterogeneous or small FDG PET positive tissue based on a 3D-locally adaptive random walk algorithm" By DP. Onoma, et al. [Letter to the editor] Computerized Medical Imaging and Graphics 46(3):30-31 Download
T. Upadhaya, Y. Morvan, E. Stindel, P-J. Le Reste, M. Hatt A framework for multimodal imaging-based prognostic model building: preliminary study on multimodal MRI in Glioblastoma Multiforme Ingénierie et Recherche BioMédicale 36(6):345–350 Download
J. Lapuyade-Lahorgue, D. Visvikis, O. Pradier, C. Cheze Le Rest, M. Hatt SPEQTACLE: an automated generalized fuzzy C-means algorithm for tumor delineation in PET Medical Physics 42(10):5720 Download
D. Groheux, M. Majdoub, F. Tixier, C. Cheze Le Rest, A. Martineau, P. Merlet, M. Espié, A. de Roquancourt, E. Hindié, D. Visvikis*, M. Hatt* Do clinical, histological or immunohistochemical primary tumor characteristics translate into different 18FDG-PET/CT volumetric and heterogeneity  features in stage II-III breast cancer? European Journal of Nuclear Medicine and Molecular Imaging 42(11):1682-91 Download
M. Hatt, F. Tixier, C. Cheze Le Rest, D. Visvikis Nouveaux indices en TEP/TDM : mythes et réalités [Review] Médecine Nucléaire 39(3):331-338 Download
D. Groheux, A. Sanna, M. Majdoub, P. de Cremoux, S. Giacchetti, L. Teixeira, M. Espié, P. Merlet, , A. de Roquancourt, D. Visvikis, M. Hatt, M. Resche-Rigon, Elif Hindié Baseline tumor 18FDG uptake and modifications after 2 cycles of neoadjuvant chemotherapy are prognostic of outcome in ER+/HER2- breast cancer Journal of Nuclear Medicine 56(6):824-831
D. Groheux, M. Majdoub, A. Martineau, D. Visvikis, M. Espié, M. Hatt, E. Hindié Early metabolic response to neoadjuvant treatment: 18FDG-PET/CT criteria according to breast cancer subtype Radiology 277(2):358-71
B. Henriques de Figueiredo, C. Zacharatou, S. Galland-Girodet, J. Benech, H. De Clermont-Gallerande, F. Lamare, M. Hatt, L. Digue, E. De Mones Del Pujol, P. Fernandez Hypoxia imaging with [18F]-FMISO-PET for guided dose escalation with intensity-modulated radiotherapy in head-and-neck cancers Strahlentherapie und Onkologie 191(3):217-224
M. Hatt, M. Majdoub*, M. Vallières*, F. Tixier, C. Cheze Le Rest, D. Groheux, E. Hindié, A. Martineau, O. Pradier, R. Hustinx, R. Perdrisot, R. Guillevin, I. El Naqa, D. Visvikis FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort Journal of Nuclear Medicine 56(1):38-44 Download
2014
B. Henriques de Figueiredo, M. Antoine, R. Trouette, P. Lagarde, A. Petit, F. Lamare, M. Hatt, P. Fernandez Use of FDG-PET to guide dose prescription heterogeneity in stereotactic body radiation therapy for lung cancers with volumetric modulated arc therapy: a feasibility study Radiation Oncology 9(1):300 Download
F. Tixier,  A. M Groves, V. Goh, M. Hatt, P.Ingrand, C. Cheze Le Rest, D. Visvikis Correlation of intra-tumor 18F-FDG uptake heterogeneity indices with perfusion CT derived parameters in colorectal cancer PLOS ONE 9(6):e99567 Download
D. Groheux, E. Hindié, S. Giacchetti, A-S. Hamy, F. Berger, P. Merlet, A. de Roquancourt, P. de Cremoux, M. Marty, M. Hatt, M. Espié Early assessment with 18FDG-PET/CT can help predict the outcome of neoadjuvant chemotherapy in triple negative breast cancer European Journal of Cancer 50(11):1864-71
N. Withofs, C. Bernard, C. van der Rest, P. Martinive, M. Hatt, S. Jodogne, D. Visvikis, J.A. Lee,  P. Coucke, R. Hustinx FDG PET/CT for rectal carcinoma radiotherapy treatment planning: Comparison of functional volume delineation algorithms and clinical challenges Journal of Applied Clinical Medical Physics 15(5):4696
F. Tixier, M. Hatt, C. Valla, V. Fleury, C. Lamour, S. Ezzouhri, P. Ingrand, R. Perdrisot, D. Visvikis, C. Cheze-Le Rest Visual versus quantitative assessment of intra-tumor 18F-FDG PET uptake heterogeneity: prognostic value in Non-Small Cell Lung Cancer Journal of Nuclear Medicine 55(8):1235-1241 Download
D. Visvikis, F. Monnier, J. Bert, M. Hatt, H. Fayad PET/MR attenuation correction: where do we come from and where are we going [Editorial] European Journal of Nuclear Medicine and Molecular Imaging 41:1172-1175 Download
2013
A.I.J. Arens, E.G.C. Troost, B.A.W. Hoeben, W. Grootjans, J.A. Lee, V. Grégoire, M. Hatt, D. Visvikis, J. Bussink, W.J.G. Oyen, J.H.A.M. Kaanders, E.P. Visser Semi-automatic methods for segmentation of the proliferative tumour volume on sequential FLT-PET/CT images in head and neck carcinomas and their relation to clinical outcome European Journal of Nuclear Medicine and Molecular Imaging 40(5):915-924
P. Papadimitroulas, G. Loudos, A. Le Maitre, M. Hatt, F. Tixier, N. Efthimiou, D. Visvikis, G. C. Nikiforidis, G. C. Kagadis Investigation of realistic PET simulations incorporating tumor patient’s specificity using anthropomorphic models: Creation of an oncology database Medical Physics 40(11):2506
B. Henriques de Figueriredo, T. Merlin, H. de Clermont-Gallerande, M. Hatt, D. Vimont, P. Fernandez, F. Lamare Potential use of 18F-Fluoromisonidazole positron emission tomography for radiotherapy planning in head and neck squamous cell carcinomas Strahlentherapie und Onkologie 189(12):1015-1019
D. Groheux, S. Giacchetti, M. Hatt, M. Marty, L. Vercellino, A. de Roquancourt, C. Cuvier, F. Coussy, M. Espié, E. Hindié HER2-overexpressing breast cancer: FDG uptake after two cycles of chemotherapy predicts the outcome of neoadjuvant treatment British Journal of Cancer 109:1157-1154
M. Hatt*, F. Tixier*, C. Cheze-Le Rest, O. Pradier, D. Visvikis Robustness of intra-tumor 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in esophageal carcinoma European Journal of Nuclear Medicine and Molecular Imaging 40(11):1662-1671 Download
A. Le Pogam, H. Hanzouli, M. Hatt, C. Cheze Le Rest, D. Visvikis Denoising of PET images by combining wavelets and curvelets for improved preservation of resolution and quantitation Medical Image Analysis 17(8):877-891 Download
D. Groheux, M. Hatt, E. Hindié, S. Giacchetti, P. de Cremoux, J. Lehmann-Che, A. Martineau, M. Marty, C. Cuvier, C. Cheze-le Rest, A. de  Roquancourt, D. Visvikis, M Espié Estrogen receptor-positive/HER2-negative breast tumors: Early prediction of chemosensitivity with 18F-FDG PET/CT during neoadjuvant chemotherapy Cancer 109(11):1960-1968 Download
M. Hatt, D. Groheux, A. Martineau, M. Espié, E. Hindié, S. Giacchetti, A. de Roquancourt, D. Visvikis, C. Cheze-Le Rest Comparison between 18F-FDG PET image derived indices for early prediction of response to neoadjuvant chemotherapy in breast cancer  Journal of Nuclear Medicine 54(3):341-349 Download
2012
M. Hatt*, A. Le Maitre*, D. Wallach*, H. Fayad, D. Visvikis Comparison of different methods of incorporating respiratory motion for lung cancer tumor volume delineation on PET images: a simulation study Physics in Medicine and Biology 57(22):7409-7430 Download
A. Le Pogam, F. Lamare, M. Hatt, P. Fernandez, D. Visvikis MRI data driven partial volume effects correction in PET imaging using 3D local multi resolution analysis Journal of Nuclear Instruments and Methods in Physics Research, A 702:39-41
F. Tixier, D. Visvikis, M. Hatt, L. Corcos, C. Cheze-Le Rest Reply: Marker selection based on only reproducibility can be questioned [Author reply] Journal of Nuclear Medicine 53(12):1993
D. Visvikis, M. Hatt, F. Tixier, C. Cheze-Le Rest The age of reason for FDG PET image derived indices [Editorial] European Journal of Nuclear Medicine and Molecular Imaging 39(11):1670-1672 Download
L. Heijmen, L-F. de Geus-Oei, J.H.W. de Wilt, D. Visvikis, M. Hatt, E.P. Visser, J. Bussink, C.J.A. Punt, W.J.G. Oyen, H.W.M. van Laarhoven  Reproducibility of functional volume and activity concentration in 18F-FDG PET/CT of liver metastases in colorectal cancer European Journal of Nuclear Medicine and Molecular Imaging 39(12):1858-1867
A. Le Maitre, M. Hatt, C. Cheze-Le Rest, O. Pradier, D. Visvikis Impact of the accuracy of automatic tumour functional volume delineation on radiotherapy treatment planning Physics in Medicine and Biology 57(17):5381-5397 Download
M. Hatt, R. van Stiphout, A. Le Pogam, G. Lammering, D. Visvikis, P. Lambin Early prediction of pathological response in locally advanced rectal cancer based on sequential 18F-FDG PET Acta Oncologica 52(3):619-626 Download
S. David, D. Visvikis, G. Quellec, C. Cheze-Le Rest, P. Fernandez, M. Allard, C. Roux, M. Hatt Image change detection using paradoxical theory for patient follow-up quantitation and therapy assessment IEEE Transactions on Medical Imaging 31(9):1743-53 Download
F. Tixier, M. Hatt, C. Cheze Le Rest, A. Le Pogam, L. Corcos, D. Visvikis Reproducibility of Tumor Uptake Heterogeneity Characterization Through Textural Feature Analysis in 18F-FDG PET Journal of Nuclear Medicine 53(5):693-700 Download
M. Hatt, N. Boussion, C. Cheze-le Rest, D. Visvikis, O. Pradier Metabolically active volumes automatic delineation methodologies in PET imaging: review and perspectives [Review] Cancer Radiothérapie 16:70-81 Download
M. Hatt, A. Le Pogam, D. Visvikis, O. Pradier, C. Cheze le Rest Impact of partial volume effects correction on the predictive and prognostic value of baseline 18F-FDG PET images in esophageal cancer Journal of Nuclear Medicine 53(1):12-20 Download
2011
M. Hatt, C. Cheze le Rest, A. van Baardwijk, P. Lambin, O. Pradier,  D. Visvikis Impact of Tumor Size and Tracer Uptake Heterogeneity in 18F-FDG PET and CT Non–Small Cell Lung Cancer Tumor Delineation Journal of Nuclear Medicine 52(11):1690-1697 Download
S. David, D. Visvikis, C. Roux, M. Hatt Multi-observation PET image analysis for patient follow-up quantitation and therapy assessment Physics in Medicine and Biology 56(18):5771-88 Download
A. Le Pogam, M. Hatt, P. Descourt, N. Boussion, C. Tsoumpas, FE. Turkheimer, C. Prunier-Aesch, J-L. Baulieu, D. Guilloteau, D. Visvikis Evaluation of a 3D local multi-resolution algorithm for the correction of partial volume effects in positron emission tomography Medical Physics 38(9):4920-4933 Download
M. Hatt, D. Visvikis, O. Pradier, C. Cheze-le Rest Baseline 18F-FDG PET image derived parameters for therapy response prediction in œsophageal cancer European Journal of Nuclear Medicine and Molecular Imaging 38(9):1595-1606 Download
M. Hatt, D. Visvikis, C. Cheze Le Rest Regarding Autocontouring and Manual Contouring: Which Is the Better Method for Target Delineation Using 18F-FDG PET/CT in Non–Small Cell Lung Cancer? By K. Wu et al [Letter to the editor] Journal of Nuclear Medicine  52(4):658 Download
F. Tixier, C. Cheze Le Rest, M. Hatt, N. M. Albarghach, O. Pradier, J-P. Metges, L. Corcos, D. Visvikis Intra-tumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radio-chemotherapy in esophageal cancer Journal of Nuclear Medicine 52(3):369-378 Download
M. Hatt, D. Visvikis, N. M. Albarghach, F. Tixier, O. Pradier, C. Cheze-le Rest Prognostic value of 18F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology European Journal of Nuclear Medicine and Molecular Imaging 38(7):1191-1202 Download
M. Hatt, C. Cheze le Rest, N. M. Albarghach, O. Pradier, D. Visvikis PET functional volume delineation: a robustness and repeatability study European Journal of Nuclear Medicine and Molecular Imaging 38(4):663-672 Download
2010
M. Hatt, C. Cheze-Le Rest, E. O. Aboagye, L. M. Kenny, L. Rosso, F. E. Turkheimer, N. M. Albarghach, O. Pradier, D. Visvikis Reproducibility of 18F-FDG and 3′-Deoxy-3′-18F-Fluorothymidine PET Tumor Volume Measurements Journal of Nuclear Medicine 51(9):1368-1376 Download
M. Hatt, D. Visvikis Defining radiotherapy target volumes using 18F-Fluoro-Deoxy-Glucose Positron Emission Tomography: still a Pandora box?: in regard to Devic et al [Letter to the editor] International Journal of Radiation Oncology Biology Physics 78(5):1605 Download
M. Hatt, C. Cheze le Rest, P. Descourt, A. Dekker, D. De Ruysscher, M. Oellers, P. Lambin, O. Pradier,  D. Visvikis Accurate Automatic Delineation of Heterogeneous Functional Volumes in Positron Emission Tomography for Oncology Applications International Journal of Radiation Oncology Biology Physics 77(1):301-308 Download
2009
A. Le Maitre, W.P. Segars, S. Marache, A. Reilhac, M. Hatt, S. Tomei, C. Lartizien, D. Visvikis Incorporating patient specific variability in the simulation of realistic whole body 18F-FDG distributions for oncology applications Proceedings of the IEEE (Special Issue on Computational anthropomorphic anatomical models) 97(12):2026-2038
M. Hatt, C. Cheze le Rest, A. Dekker, D. De Ruysscher, M. Oellers, P. Lambin, C. Roux,  D. Visvikis Une nouvelle méthode de détermination automatique des volumes fonctionnels pour les applications de l’imagerie d’émission en oncologie Ingénierie et Recherche BioMédicale (numéro spécial RITS 2009) 34(4):144-149
M. Hatt, A. Turzo, C. Roux, D. Visvikis A Fuzzy Locally Adaptive Bayesian Segmentation Approach for Volume Determination in PET  IEEE Transactions on Medical Imaging 28(6):881-893 Download
N. Boussion, C. Cheze Le Rest, M. Hatt, D. Visvikis Incorporation of wavelet based denoising in iterative deconvolution for partial volume correction in whole body PET imaging European Journal of Nuclear Medicine and Molecular Imaging 36(7):1064-1075
2008
N. Boussion, M. Hatt, F. Lamare, C. Cheze Le Rest, D. Visvikis Contrast enhancement in emission tomography by way of synergistic PET/CT image combination Computer Methods and Programs in Biomedicine 90(3):191-201
2007
M. Hatt, F. Lamare, N. Boussion, A. Turzo, C. Collet, F. Salzenstein, C. Roux, K. Carson, P. Jarritt, C. Cheze-Le Rest, D. Visvikis Fuzzy hidden Markov chains segmentation for volume determination and quantitation in PET  Physics in Medicine and Biology 52(12):3467-3491 Download
F. Salzenstein, C. Collet, S. Lecam, M. Hatt Non-stationary fuzzy Markov chain Pattern Recognition Letters 28(16):2201-2208
2006
N. Boussion, M. Hatt, F. Lamare, Y. Bizais, A. Turzo, C. Cheze-Le Rest, D. Visvikis A multiresolution image based approach for correction of partial volume effects in emission tomography  Physics in Medicine and Biology 51(7):1857-1866

PhD thesis and habilitation to supervise research
M. Hatt, Multimodal image analysis and processing in oncology, habilitation to supervise research, defended on March 27th, 2012, with highest honors Télécharger
M. Hatt, Automatic determination of functional tumor volumes in emission imaging for oncology applications, PhD thesis defended on December 3rd, 2008, with highest honors Télécharger

Book chapters
M. Hatt, D. Visvikis, Chapitre 4 : Tomographie par emission de positons et tomographie d’émission monophotonique dynamiques, dans 'Imagerie Dynamique Cardiaque : Systèmes et Techniques d'acquisition', Edition P. Clarysse & F. Frouin, 2011.