Martelli, Pier Luigi

The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens

Zhou, N., Jiang, Y., Bergquist, T. R., Lee, A. J., Kacsoh, B. Z., Crocker, A. W., Lewis, K. A., Georghiou, G., Nguyen, H. N., Hamid, M. N., et al. (2019) · Genome Biology

Bioinformatics and Genomic NetworksGenomics and Phylogenetic Studies

Cited by 452

INPS-MD: a web server to predict stability of protein variants from sequence and structure

Savojardo, C., Fariselli, P., Martelli, P. L., & Casadio, R. (2016) · Bioinformatics

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 290

Quantum computing algorithms: getting closer to critical problems in computational biology

Marchetti, L., Nifosì, R., Martelli, P. L., Da Pozzo, E., Cappello, V., Banterle, F., Trincavelli, M. L., Martini, C., & D’Elia, M. (2022) · Briefings in Bioinformatics

Quantum Computing Algorithms and ArchitectureDNA and Biological Computing

Cited by 47

CoCoNat: a novel method based on deep learning for coiled-coil prediction

Madeo, G., Savojardo, C., Manfredi, M., Martelli, P. L., & Casadio, R. (2023) · Bioinformatics

Machine Learning in BioinformaticsProtein Structure and Dynamics

Cited by 38

On the biases in predictions of protein stability changes upon variations: the INPS test case

Montanucci, L., Savojardo, C., Martelli, P. L., Casadio, R., & Fariselli, P. (2019) · Bioinformatics

Protein Structure and DynamicsMachine Learning in Bioinformatics

Cited by 33