BENEVENUTA, SILVIA
BENEVENUTA, SILVIA
SCIENZE MEDICHE
A deep-learning sequence-based method to predict protein stability changes upon genetic variations
2021-01-01 Pancotti C.; Benevenuta S.; Repetto V.; Birolo G.; Capriotti E.; Sanavia T.; Fariselli P.
ACDC-NN: a deep learning predictor of protein stability change upon mutation.
2021-01-01 Benevenuta S, Pancotti C, Fariselli P, Birolo G, SANAVIA T
An antisymmetric neural network to predict free energy changes in protein variants
2021-01-01 Benevenuta S.; Pancotti C.; Fariselli P.; Birolo G.; Sanavia T.
Challenges in predicting stabilizing variations: An exploration
2023-01-01 Benevenuta S.; Birolo G.; Sanavia T.; Capriotti E.; Fariselli P.
DDGun: an untrained predictor of protein stability changes upon amino acid variants
2022-01-01 Montanucci L.; Capriotti E.; Birolo G.; Benevenuta S.; Pancotti C.; Lal D.; Fariselli P.
From genotype to phenotype: using machine learning approaches to predict the effects of genetic variants
2023-02-06
On the Upper Bounds of the Real-Valued Predictions
2019-01-01 Benevenuta S.; Fariselli P.
Predicting protein stability changes upon single-point mutation: a thorough comparison of the available tools on a new dataset
2022-01-01 Pancotti, Corrado; Benevenuta, Silvia; Birolo, Giovanni; Alberini, Virginia; Repetto, Valeria; Sanavia, Tiziana; Capriotti, Emidio; Fariselli, Piero
Protein Stability Perturbation Contributes to the Loss of Function in Haploinsufficient Genes
2021-01-01 Birolo G.; Benevenuta S.; Fariselli P.; Capriotti E.; Giorgio E.; Sanavia T.
Resources and tools for rare disease variant interpretation
2023-01-01 Licata, Luana; Via, Allegra; Turina, Paola; Babbi, Giulia; Benevenuta, Silvia; Carta, Claudio; Casadio, Rita; Cicconardi, Andrea; Facchiano, Angelo; Fariselli, Piero; Giordano, Deborah; Isidori, Federica; Marabotti, Anna; Martelli, Pier Luigi; Pascarella, Stefano; Pinelli, Michele; Pippucci, Tommaso; Russo, Roberta; Savojardo, Castrense; Scafuri, Bernardina; Valeriani, Lucrezia; Capriotti, Emidio
Unravelling the instability of mutational signatures extraction via archetypal analysis
2023-01-01 Pancotti C.; Rollo C.; Birolo G.; Benevenuta S.; Fariselli P.; Sanavia T.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A deep-learning sequence-based method to predict protein stability changes upon genetic variations | 2021 | Pancotti C.; Benevenuta S.; Repetto V.; Birolo G.; Capriotti E.; Sanavia T.; Fariselli P. | |
| ACDC-NN: a deep learning predictor of protein stability change upon mutation. | 2021 | Benevenuta S, Pancotti C, Fariselli P, Birolo G, SANAVIA T | |
| An antisymmetric neural network to predict free energy changes in protein variants | 2021 | Benevenuta S.; Pancotti C.; Fariselli P.; Birolo G.; Sanavia T. | |
| Challenges in predicting stabilizing variations: An exploration | 2023 | Benevenuta S.; Birolo G.; Sanavia T.; Capriotti E.; Fariselli P. | |
| DDGun: an untrained predictor of protein stability changes upon amino acid variants | 2022 | Montanucci L.; Capriotti E.; Birolo G.; Benevenuta S.; Pancotti C.; Lal D.; Fariselli P. | |
| From genotype to phenotype: using machine learning approaches to predict the effects of genetic variants | 2023 | - | |
| On the Upper Bounds of the Real-Valued Predictions | 2019 | Benevenuta S.; Fariselli P. | |
| Predicting protein stability changes upon single-point mutation: a thorough comparison of the available tools on a new dataset | 2022 | Pancotti, Corrado; Benevenuta, Silvia; Birolo, Giovanni; Alberini, Virginia; Repetto, Valeria; Sanavia, Tiziana; Capriotti, Emidio; Fariselli, Piero | |
| Protein Stability Perturbation Contributes to the Loss of Function in Haploinsufficient Genes | 2021 | Birolo G.; Benevenuta S.; Fariselli P.; Capriotti E.; Giorgio E.; Sanavia T. | |
| Resources and tools for rare disease variant interpretation | 2023 | Licata, Luana; Via, Allegra; Turina, Paola; Babbi, Giulia; Benevenuta, Silvia; Carta, Claudio; Casadio, Rita; Cicconardi, Andrea; Facchiano, Angelo; Fariselli, Piero; Giordano, Deborah; Isidori, Federica; Marabotti, Anna; Martelli, Pier Luigi; Pascarella, Stefano; Pinelli, Michele; Pippucci, Tommaso; Russo, Roberta; Savojardo, Castrense; Scafuri, Bernardina; Valeriani, Lucrezia; Capriotti, Emidio | |
| Unravelling the instability of mutational signatures extraction via archetypal analysis | 2023 | Pancotti C.; Rollo C.; Birolo G.; Benevenuta S.; Fariselli P.; Sanavia T. |