Latest Publications

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- Tognetti, L., Bonechi, S., Andreini, P., Bianchini, M., Scarselli, F., Cevenini, G., et al. (2021). A new deep learning approach integrated with clinical data for the dermoscopic differentiation of early melanomas from atypical nevi. JOURNAL OF DERMATOLOGICAL SCIENCE, 101(2), 115-122.

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- Rossi, A., Hosseinzadeh, M., Bianchini, M., Scarselli, F., & Huisman, H. (2021). Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI. IEEE TRANSACTIONS ON MEDICAL IMAGING, 40(3), 986-995 [10.1109/TMI.2020.3043641].

 

-Ciano, G., Rossi, A., Bianchini, M., & Scarselli, F. (2021). On inductive-transductive learning with Graph Neural Networks. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE [10.1109/TPAMI.2021.3054304].

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- Bongini, P., Gardini, S., Bianchini, M., Spiga, O., & Niccolai, N. (2021). Structural bioinformatics survey on disease-inducing missense mutations. JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 19(3) [10.1142/S0219720021500086].

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- Bongini, P., Bianchini, M., & Scarselli, F. (2021). Molecular generative Graph Neural Networks for Drug Discovery. NEUROCOMPUTING, 450, 242-252 [10.1016/j.neucom.2021.04.039].