Costantini I. (2020), Paradigm Free Regularization for fMRI Brain Activation Recovery. (Doctoral dissertation, Inria Sophia-Antipolis - Méditérranée, Université Cote d'Azur, France). Retreived from hal.archives-ouvertes.fr/tel-03021334 .
Costantini I. (2014), Mixed ICA and clustering method introduced to study the life-span age and gender changes in the connectivity within the default mode network. (Master's thesis, Politecnico di Milano, Italy). Retrieved from hdl.handle.net/10589/97465 .
Costantini I., Deriche R., Deslauriers-Gauthier S., "An Anisotropic 4D Filtering Approach to Recover Brain Activation from Paradigm Free Functional MRI Data", Frontiers in Neuroimaging https://doi.org/10.3389/fnimg.2022.815423.
Costantini I., Deriche R., Deslauriers-Gauthier S., “A Paradigm Free Regularization Approach to Recover Brain Activation from fMRI Data”. BioRxiv. https://doi.org/10.1101/2021.04.14.438942.
Deslauriers-Gauthier S., Costantini I., Deriche R.,”Non-invasive inference of information flow using diffusion MRI, functional MRI and MEG”, Journal of Neural Engineering, 2020.
Quatto P., Margaritella N., Costantini I., Baglio F., Garegnani M., Nembi R., & Pugnetti L., “Brain networks construction using Bayes FDR and Average Power Function”, Statistical Methods in Medical Research, 2019.
Facco E., Mendozzi L., Bona A., Motta A., Garegnani M., Costantini I., Dipasquale O., Cecconi P., Menotti R., Coscioli E., Lipari S., “Dissociative identity as a continuum from healthy mind to psychiatric disorders: epistemological and neurophenomenological implications approached through hypnosis”, Medical Hypotheses, 2019.
Finotelli P., Dipasquale O., Costantini I., Pini A., Baglio F., Baselli G., Duilio P., & Cercignani M., “Exploring resting-state functional connectivity invariants across lifespan in healthy people by means of a recently proposed graph theoretical model”, PloS one, 2018.
Marchetti A., Baglio F., Costantini I., Dipasquale O., Savazzi F., Nemni R., Sangiuliano Intra F., Tagliabue S., Valle A., Massaro D. & Castelli I., “Theory of mind and the whole brain functional connectivity: behavioral and neural evidences with the Amsterdam Resting Questionnaire”, Frontiers in Psychology, 2015.
Frigo M., Costantini I., Deriche R., & Deslauriers-Gauthier S., “Resolving the crossing/kissing fiber ambiguity using Functionally Informed COMMIT”, Computational Diffusion MRI, Granada, 2019.
Cremese R, Aguilar-Vidal T, Costantini I., Masson JB, Gauci MO, MedShoulder: A Large-Scale Expert-Labeled Publicly Available Dataset for Automated Arthritic Shoulder CT-scan Segmentation Using Active Learning and Neural Networks, European Society for Surgery of the Shoulder and the Elbow (SECEC) Rotterdam, Netherlands, 2025. (selected for Oral Presentation).
Aguilar-Vidal T., Cremese R., Winter R., Costantini I., Poujade T., Masson JB, Gauci MO, Automatic Segmentation of Forearm Bones Using Deep Learning Approaches, International Society for Computer Assisted Orthopaedic Surgery (CAOS International), Davos, Switzerland, 2025. (selected for Special Poster Presentation).
Aguilar-Vidal T., Masson JB., Cremese R., Winter R., Costantini I., Poujade T., Gauci MO., Segmentation automatique des os de l’avant-bras à l’aide d’approches d’apprentissage profond, French Conference on Artificial Intelligence in Biomedical Imagingn (IABM), Nice, France, 2025.
Costantini I., Deslauriers-Gauthier S., & Deriche R., “A Paradigm Free Regularization Approach to Recover Brain Activations: Validation on Task fMRI.” at ISMRM 28th Annual Meeting & Exhibition, Virtual Meeting. (selected for Oral Presentation, Magna Cum Laude Award).
Costantini I., Deslauriers-Gauthier S., & Deriche R., “Novel 4-D Algorithm for Functional MRI Image Regularization using Partial Differential Equations” at 2019 OHBM Annual Meeting, Rome, 2019.
Costantini I., Deslauriers-Gauthier S., & Deriche R., “Deconvolution of fMRI Data using a Paradigm Free Iterative Approach based on Partial Differential Equations” at ISMRM 27th Annual Meeting & Exhibition, Montréal, Canada, 2019 (selected for Power Pitch).
Costantini I., Filipiak P., Maksymenko K., Deslauriers-Gauthier S., & Deriche R., “fMRI Deconvolution via Temporal Regularization using LASSO model and the LARS algorithm” at the 40th International Engineering in Medicine and Biology Conference (EMBC), Honolulu, 2018.
Frigo M., Gallardo G., Costantini I., Daducci A., Wassermann D., Deriche R., & Deslauriers-Gauthier S., “Reducing false positive connection in tractograms using joint structure-function filtering” at 2018 OHBM Annual Meeting, Singapore, 2019.
Costantini I., Filipiak P., Maksymenko K., Deslauriers-Gauthier S., & Deriche R., “L1-Norm Regularized Deconvolution of Functional MRI BOLD Signal” at C@UCA, Fréjus, 2018.
Costantini I., Filipiak P., Maksymenko K., Deslauriers-Gauthier S., & Deriche R., “Deconvolution of fMRI BOLD signal in time-domain using an exponential operator and Lasso optimization”, at CoBCoM, Juan Les Pins, 2017.
Castagna A., Sciume L., Costantini I., Ramella M., Montesano A., Baglio F., “Long lasting cerebral functional connectivity changes of a rehabilitation perceptive integrated approach associated with botulinum toxin A in cervical dystonia”, Journal of Neurotransmission, 2016.
Laganà M., Baglio F., Pelizzari L., Dipasquale O., Costantini I., Baselli G., Bergsland N., Lecconi P., Clerici M., Haacke M., Mendozzi L., Nembi R., “Combined study of neurodegeneration, cerebrovascular reactivity and venous drainage ”, at ISNVD 2016 Annual Meeting, 2016.
Laganà M., Baglio F., Pelizzari L., Dipasquale O., Costantini I., Baselli G., Bergsland N., Lecconi P., Clerici M., Haacke M., Mendozzi L., & Nemni R., “Brain perfusion and venous drainage in Multiple Sclerosis: a multimodal approach.”, at OHBM 2016 Annual Meeting, 2016.
Pelizzari L., Scaccianoce E., Dipasquale O., Costantini I., Baglio F, & Baselli G.,”Correlation of Brain Structural and Functional Connectivity Indexes“, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015.
Baselli G., Bergsland N., Costantini I., Dipasquale O., Scaccianoce E., Laganà M., Pelizzari L., Clerici M., Baglio F., “Integrating structural and functional brain connectivity image, signal, and data processing problems”, at 2015 AEIT International Annual Conference, 2015.
Baselli G., Bergsland N., Costantini I., Dipasquale O., Scaccianoce E., Laganà M., Pelizzari L., Clerici M., & Baglio F., “Analisi di connettività encefalica strutturale e funzionale”, AEIT (ICT), 2017.