Sebastian Daberdaku

Biochemistry, Genetics and Molecular Biology · Life Sciences

8h-index337citations39works18.02yr avg
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Research Topics

Protein Structure and Dynamics(16), Monoclonal and Polyclonal Antibodies Research(10), Machine Learning in Bioinformatics(8), Computational Drug Discovery Methods(6), Protein purification and stability(5)

Publications39 total

Stress detection with encoding physiological signals and convolutional neural network
Machine Learning·2024· 18 citedOpen Access
Hierarchical representation for PPI sites prediction
BMC Bioinformatics·2022· 12 citedOpen Access
Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression
Journal of Neurology·2022· 23 citedOpen Access
Additional file 1 of Hierarchical representation for PPI sites prediction
Figshare·2022Open Access
ProSPs: Protein Sites Prediction Based on Sequence Fragments
Lecture notes in computer science·2022· 3 citedOpen Access
Stress Detection from Wearable Sensor Data Using Gramian Angular Fields and CNN
Lecture notes in computer science·2022· 8 cited
Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach
BMC Medical Informatics and Decision Making·2020· 26 citedOpen Access
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data
Journal of Healthcare Informatics Research·2020· 43 citedOpen Access
A Mutual Information-Weighted k-NN Imputation Algorithm [R package wkNNMI version 1.0.0]
2020
Structure-Based Antibody Paratope Prediction with 3D Zernike Descriptors and SVM
Lecture notes in computer science·2020· 3 cited
Hierarchical Representation and Graph Convolutional Networks for the Prediction of Protein–Protein Interaction Sites
Lecture notes in computer science·2020· 8 cited
Interpolation and K-Nearest Neighbours Combined Imputation for Longitudinal ICU Laboratory Data
2019· 4 cited
Accelerating the computation of triangulated molecular surfaces with OpenMP
The Journal of Supercomputing·2019· 2 cited
Identification of protein pockets and cavities by Euclidean Distance Transform
2019· 1 citedOpen Access
Structure-based antibody paratope prediction with 3D Zernike descriptors and SVM
Figshare·2019Open Access
An adaptive K-Nearest Neighbours algorithm for the imputation of static and dynamic mixed-type clinical data
Research Padua Archive (University of Padua)·2019
Identification of protein pockets and cavities by Euclidean Distance Transform
2018Open Access
Identification of protein pockets and cavities by Euclidean Distance Transform
2018Open Access
Antibody interface prediction with 3D Zernike descriptors and SVM
Bioinformatics·2018· 101 cited
Parallel Computation of Voxelised Protein Surfaces with OpenMP
2018· 4 cited
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Frequent Co-authors

Carlo Ferrari(20), Erica Tavazzi(6), Michela Quadrini(6), Barbara Di Camillo(5), Rosario Vasta(3), Andrea Calvo(3), Adriano Chiò(3), Jessica Mandrioli(3), Alessandro Zandonà(2), Cristina Moglia(2), P. Cortelli(2), Antonino Capuccio(2), Alessandro Blanda(2), Luca Bellanova(2), Gianluca Gerard(2), Beatrice Nefussy(1), Christian Lunetta(1), Gabriele Mora(1), Enrico Grisan(1), Claudia Tarlarini(1)