| Junk or functional DNA? ENCODE and the function controversy PL Germain, E Ratti, F Boem Biology & Philosophy 29, 807-831, 2014 | 88 | 2014 |
| NCG 4.0: the network of cancer genes in the era of massive mutational screenings of cancer genomes O An, V Pendino, M D’Antonio, E Ratti, M Gentilini, FD Ciccarelli Database 2014, 2014 | 69 | 2014 |
| What does it mean to embed ethics in data science? An integrative approach based on microethics and virtues L Bezuidenhout, E Ratti AI & SOCIETY 36 (3), 939-953, 2021 | 51 | 2021 |
| Big data biology: Between eliminative inferences and exploratory experiments E Ratti Philosophy of Science 82 (2), 198-218, 2015 | 48 | 2015 |
| Explainable machine learning practices: opening another black box for reliable medical AI E Ratti, M Graves AI and Ethics 2 (4), 801-814, 2022 | 30 | 2022 |
| Why genes are like lemons F Boem, E Ratti, M Andreoletti, G Boniolo Studies in History and Philosophy of Science Part C: Studies in History and …, 2016 | 30 | 2016 |
| Data science and molecular biology: prediction and mechanistic explanation E López-Rubio, E Ratti Synthese 198 (4), 3131-3156, 2021 | 26 | 2021 |
| Cultivating moral attention: A virtue-oriented approach to responsible data science in healthcare E Ratti, M Graves Philosophy & Technology 34 (4), 1819-1846, 2021 | 20 | 2021 |
| Conceptual challenges in the theoretical foundations of systems biology M Bertolaso, E Ratti Systems biology, 1-13, 2018 | 18 | 2018 |
| ‘Models of’and ‘Models for’: On the relation between mechanistic models and experimental strategies in molecular biology E Ratti The British Journal for the Philosophy of Science, 2020 | 15 | 2020 |
| Docility as a primary virtue in scientific research L Bezuidenhout, E Ratti, N Warne, D Beeler Minerva 57, 67-84, 2019 | 14 | 2019 |
| Toward a notion of intervention in Big-data biology and molecular medicine F Boem, E Ratti Philosophy of Molecular Medicine, 155-172, 2016 | 14 | 2016 |
| Co-emergence and collapse: The mesoscopic approach for conceptualizing and investigating the functional integration of organisms M Bizzarri, A Giuliani, A Pensotti, E Ratti, M Bertolaso Frontiers in Physiology 10, 924, 2019 | 12 | 2019 |
| Phronesis and automated science: the case of machine learning and biology E Ratti A Critical Reflection on Automated Science: Will Science Remain Human?, 157-172, 2020 | 11* | 2020 |
| Science, technology, and virtues: Contemporary perspectives E Ratti, TA Stapleford Oxford University Press, 2021 | 10 | 2021 |
| The end of ‘small biology’? Some thoughts about biomedicine and big science E Ratti Big Data & Society 3 (2), 2053951716678430, 2016 | 9 | 2016 |
| What kind of novelties can machine learning possibly generate? The case of genomics E Ratti Studies in History and Philosophy of Science Part A 83, 86-96, 2020 | 8 | 2020 |
| Mechanistic models and the explanatory limits of machine learning E Ratti, E López-Rubio | 7 | 2018 |
| A relic of design: against proper functions in biology E Ratti, PL Germain Biology & Philosophy 37 (4), 27, 2022 | 6 | 2022 |
| Science and values: a two-way direction E Ratti, F Russo European Journal for Philosophy of Science 14 (1), 6, 2024 | 3 | 2024 |
