Alessandra Roncaglioni

14 papers A 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing the implementation of artificial intelligence in regulatory frameworks for chemical safety assessment by defining robust readiness criteria. Frontiers Artif. Intell. Joyce de Paula Souza, Jonathan Blum, Uko Maran, Sulev Sild, Louis Dawson, Aleksandra Cavoski, Laura Holden, Robert Lee, Veronika Karnel, Lukas Meusburger, Sandrine Fraize-Frontier, Alexander Walsh, Gilles Rivière, Giuseppa Raitano, Alessandra Roncaglioni, Emma Di Consiglio, Olga Tcheremenskaia, Cecilia Bossa, Lina Wendt-Rasch, Tomasz Puzyn, Ellen Fritsche
2025	J	`jnl`	Mixture of experts for multitask learning in cardiotoxicity assessment. J. Cheminformatics Edoardo Luca Viganò, Mateusz Iwan, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni
2024	—	`conf`	Artificial Intelligence Methods for Evaluating Mitochondrial Dysfunction: Exploring Various Chemical Notations Suitable for Neural Language Processing Models. AIDD@ICANN Edoardo Luca Viganò, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni
2024	J	`jnl`	Comprehensive benchmarking of computational tools for predicting toxicokinetic and physicochemical properties of chemicals. J. Cheminformatics Domenico Gadaleta, Eva Serrano-Candelas, Rita Ortega-Vallbona, Erika Colombo, Marina Garcia de Lomana, Giada Biava, Pablo Aparicio-Sánchez, Alessandra Roncaglioni, Rafael Gozalbes, Emilio Benfenati
2024	J	`jnl`	Quantitative structure-activity relationships of chemical bioactivity toward proteins associated with molecular initiating events of organ-specific toxicity. J. Cheminformatics Domenico Gadaleta, Marina Garcia de Lomana, Eva Serrano-Candelas, Rita Ortega-Vallbona, Rafael Gozalbes, Alessandra Roncaglioni, Emilio Benfenati
2023	J	`jnl`	Collaborative SAR Modeling and Prospective In Vitro Validation of Oxidative Stress Activation in Human HepG2 Cells. J. Chem. Inf. Model. Olivier J. M. Béquignon, José Carlos Gómez-Tamayo, Eelke B. Lenselink, Steven Wink, Steven Hiemstra, Chi Chung Lam, Domenico Gadaleta, Alessandra Roncaglioni, Ulf Norinder, Bob van de Water, Manuel Pastor, Gerard J. P. van Westen
2021	J	`jnl`	The index of ideality of correlation improves the predictive potential of models of the antioxidant activity of tripeptides from frog skin ( Comput. Biol. Medicine Alla P. Toropova, Andrey A. Toropov, Alessandra Roncaglioni, Emilio Benfenati
2019	J	`jnl`	SAR and QSAR modeling of a large collection of LD50 rat acute oral toxicity data. J. Cheminformatics Domenico Gadaleta, Kristijan Vukovic, Cosimo Toma, Giovanna J. Lavado, Agnes L. Karmaus, Kamel Mansouri, Nicole C. Kleinstreuer, Emilio Benfenati, Alessandra Roncaglioni
2018	J	`jnl`	QSAR Modeling of ToxCast Assays Relevant to the Molecular Initiating Events of AOPs Leading to Hepatic Steatosis. J. Chem. Inf. Model. Domenico Gadaleta, Serena Manganelli, Alessandra Roncaglioni, Cosimo Toma, Emilio Benfenati, Enrico Mombelli
2012	J	`jnl`	Coral: QSAR models for acute toxicity in fathead minnow ( J. Comput. Chem. Alla P. Toropova, Andrey A. Toropov, Anna Lombardo, Alessandra Roncaglioni, Emilio Benfenati, Giuseppina C. Gini
2011	J	`jnl`	Evaluating the applicability domain in the case of classification predictive models for carcinogenicity based on the counter propagation artificial neural network. J. Comput. Aided Mol. Des. Natalja Fjodorova, Marjana Novic, Alessandra Roncaglioni, Emilio Benfenati
2005	J	`jnl`	Variable Selection and Interpretation in Structure-Affinity Correlation Modeling of Estrogen Receptor Binders. J. Chem. Inf. Model. Federico Marini, Alessandra Roncaglioni, Marjana Novic
2004	J	`jnl`	Classification of Potential Endocrine Disrupters on the Basis of Molecular Structure Using a Nonlinear Modeling Method. J. Chem. Inf. Model. Alessandra Roncaglioni, Marjana Novic, Marjan Vracko, Emilio Benfenati
2002	A	`conf`	Neuro-Fuzzy Knowledge Representation for Toxicity Prediction of Organic Compounds. ECAI Ciprian Daniel Neagu, Emilio Benfenati, Giuseppina C. Gini, Paolo Mazzatorta, Alessandra Roncaglioni