IIT Publications Search

2021
Doria S., Valeri F., Lasagni L., Sanguineti V., Ragonesi R., Akbar M.U., Gnerucci A., Del Bue A., Marconi A., Risaliti G., Grigioni M., Miele V., Sona D., Cisbani E., Gori C., Taddeucci A.
Addressing signal alterations induced in CT images by deep learning processing: A preliminary phantom study
Physica Medica, vol. 83, pp. 88-100
2021
Soda P., D'Amico N.C., Tessadori J., Valbusa G., Guarrasi V., Bortolotto C., Akbar M.U., Sicilia R., Cordelli E., Fazzini D., Cellina M., Oliva G., Callea G., Panella S., Cariati M., Cozzi D., Miele V., Stellato E., Carrafiello G., Castorani G., Simeone A., Preda L., Iannello G., Del Bue A., Tedoldi F., Ali M., Sona D., Papa S.
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
Medical Image Analysis, vol. 74
2021
Tessadori J., Yamin M.A., Valsasina P., Filippi M., Rocca M.A., Sona D.
Dynamic functional connectivity for the classification of multiple sclerosis phenotype: A hidden markov model approach
Proceedings - International Symposium on Biomedical Imaging, vol. 2021-April, pp. 559-562
DOI 10.1109/ISBI48211.2021.9434160 Conference Paper Conference
2021
Iandolo R., Semprini M., Sona D., Mantini D., Avanzino L., Chiappalone M.
Investigating the spectral features of the brain meso-scale structure at rest
Human Brain Mapping, vol. 42, (no. 15), pp. 5113-5129
DOI 10.1002/hbm.25607 Article Journal
2021
Akbar M.U., Murino V., Sona D.
Multimodal Segmentation of Medical Images with Heavily Missing Data
IEEE EMBS International Conference on Biomedical and Health Informatics
DOI 10.1109/BHI50953.2021.9508609 Conference Paper Conference
2021
Akbar M.U., Yamin M.A., Murino V., Sona D.
Organ Segmentation with Recursive Data Augmentation for Deep Models
Lecture Notes in Computer Science, vol. 12661 LNCS, pp. 337-343
DOI 10.1007/978-3-030-68763-2_25 Conference Paper Book Series
2021
Crimi A., Dodero L., Sambataro F., Murino V., Sona D.
Structurally constrained effective brain connectivity
NeuroImage, vol. 239
2020
Astolfi P., De Benedictis A., Sarubbo S., Berto G., Olivetti E., Sona D., Avesani P.
A Stem-Based Dissection of Inferior Fronto-Occipital Fasciculus with A Deep Learning Model
Proceedings - International Symposium on Biomedical Imaging, vol. 2020-April, pp. 267-270
2020
Astolfi P., De Benedictis A., Sarubbo S., Berto G., Olivetti E., Sona D., Avesani P.
A STEM-BASED DISSECTION OF INFERIOR FRONTO-OCCIPITAL FASCICULUS WITH A DEEP LEARNING MODEL
IEEE International Symposium on Biomedical Imaging
2020
Yamin M.A., Valsasina P., Dayan M., Vascon S., Tessadori J., Filippi M., Murino V., Rocca M.A., Sona D.
Encoding brain networks through geodesic clustering of functional connectivity for multiple sclerosis classification
Proceedings - International Conference on Pattern Recognition, pp. 10106-10112
2020
Yamin A., Paola V., Dayan M., Vascon S., Tessadori J., Massimo F., Murino V., Maria A.R., Sona D.
Encoding Brain Networks Through Geodesic Clustering of Functional Connectivity for Multiple Sclerosis Classification
25th International Conference on Pattern Recognition
Conference Paper Conference
2020
Yamin M.A., Tessadori J., Akbar M.U., Dayan M., Murino V., Sona D.
Geodesic Clustering of Positive Definite Matrices for Classification of Mental Disorder Using Brain Functional Connectivity
Proceedings of the International Joint Conference on Neural Networks
2020
Volpi R., Zanotto M., Maccione A., Di Marco S., Berdondini L., Sona D., Murino V.
Modeling a population of retinal ganglion cells with restricted Boltzmann machines
Scientific Reports, vol. 10, (no. 1)
2020
Aslani S., Murino V., Dayan M., Tam R., Sona D., Hamarneh G.
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI
Proceedings - International Symposium on Biomedical Imaging, vol. 2020-April, pp. 781-785
2020
Hati A., Bustreo M., Sona D., Murino V., Del Bue A.
Weakly supervised geodesic segmentation of Egyptian mummy CT scans
Proceedings - International Conference on Pattern Recognition, pp. 5565-5572
DOI 10.1109/ICPR48806.2021.9412513 Conference Paper Conference