I am a philosophy researcher, currently tenure-track assistant professor at the Department of Electronics, Information and Bioengineering of Politecnico di Milano. I primarily work in philosophy of science and medicine, with a focus on the role of data, digital technologies, and machine learning in knowledge production and their ethical and social implications.
I am part of the META unit of humanities and social sciences at Politecnico and one of the coordinators of PhilHead, an Interdisciplinary network on philosophy and medicine.
Before Politecnico, I was a postdoc at the Institute of Philosophy of Leibniz Universität Hannover. I did my PhD as a member of the Bielefeld-Hannover Graduiertenkolleg 2073, a graduate school dedicated to integrating the ethics and epistemology of scientific research. Previously, I studied at the Science and Technology Studies Department of University College London and the Department of Philosophy of the University of Milan.
News
- 🎤 In Oslo on June 11th for an Interdisciplinary workshop at Integreat (Norwegian Centre for Knowledge-driven Machine Learning).
- 📛 New call for ideas: we're looking for MA and PhD students to join us at the first workshop of PIPoLS (People of the Italian Philosophy of the Life Sciences), in Milan on December 17–18.
- 🎤 Talk at the Universidad de Sevilla on May 29th, invited by Elena Popa to talk about medicine, digital health, and causality.
stefano.canali@polimi.it · Google Scholar · PhilPapers ·
Curriculum Vitae
Positions
Education
Publications
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Evidence-based medicine and the promises and limits of digital health and wearable technology
Canali, Schiaffonati & Aliverti. Studies in History and Philosophy of Science, 116.
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Canali, Falcetta, Pavan, Roveri & Schiaffonati. Science and Engineering Ethics, 31(5), 29.
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Introduction. The Pragmatic Turn in the Health and Disease Debate
Davini & Canali. MEFISTO. Rivista di Medicina, Filosofia, Storia, 9(1), pp. 47–52.
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Exposome Research in the Perspective of Longue Durée Political Epistemology
Bonnin & Canali. Laboratorio Dell'Ispf, vol. XXII [16].
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Trust in Medical AI: The Case of mHealth Diabetes Apps
Materne, Canali & Chiffi. Journal of Evaluation in Clinical Practice, 31(5), e70216.
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Metaverse datafication: technologies, definitions, and futures
Hesselbein, Bory & Canali. Information, Communication & Society, online first, 1–15.
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Hesselbein, Bory & Canali. Information, Communication & Society, online first, 1–19.
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Between quantity and quality: competing views on the role of Big Data for causal inference
Canali & Ratti. In P. Illari & F. Russo (Eds.), The Routledge Handbook of Causality and Causal Methods (pp. 407–418). Routledge.
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Bernasconi, Angelucci, Canali & Aliverti. Frontiers in Public Health, 12:1468662.
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Fayet, Bonnin, Canali & Giroux. Social Science & Medicine, online first, 117056.
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Wearable Technologies for Healthy Ageing: Prospects, Challenges, and Ethical Considerations
Canali, Ferretti, Schiaffonati & Blasimme. Journal of Frailty & Aging, 13, 149–156.
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Conoscere la medicina: Strumenti filosofici
Canali. Carocci editore.
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How to move beyond epistemic battles: Pluralism and contextualism at the science-society Interface
Canali & Lohse. Humanities and Social Sciences Communications, 11(1), 98.
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Using and Interpreting FemTech Data: (Self-)Knowledge, Empowerment, and Sovereignty
Canali & Hesselbein. In L. A. Balfour (Ed.), FemTech: Intersectional Interventions in Women's Digital Health (pp. 291–319). Palgrave Macmillan.
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Digital technologies for step counting: between promises of reliability and risks of reductionism
Angelucci, Canali & Aliverti. Frontiers in Digital Health, 5:1330189.
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Can AI deliver advice that is judgement-free for science policy?
Canali & Barone-Adesi. Nature, 624, 252.
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Wearable Technologies and Stress: Toward an Ethically Grounded Approach
Canali, De Marchi & Aliverti. International Journal of Environmental Research and Public Health, 20(18), 6737.
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Which Integration for Health? Comparing Integrative Approaches for Epidemiology
Canali. In É. Giroux, F. Merlin & Y. Fayet (Eds.), Integrative Approaches in Environmental Health and Exposome Research (pp. 101–127). Springer.
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Angelucci, Greco, Canali, Marelli et al. Journal of Medical Internet Research, 25, e42815.
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Wearable Health Technology for Preoperative Risk Assessment in Elderly Patients: The WELCOME Study
Greco, Angelucci, Avidano, Marelli, Canali et al. Diagnostics, 13(4), 630–643.
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Lasciarsi Merton alle spalle, ma per andare in quale direzione?
Barone-Adesi & Canali. Epidemiologia & Prevenzione, 47(1–2).
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Canali, Schiaffonati & Aliverti. PLOS Digital Health, 1(10), e0000104.
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Angelucci, Li, Stoimenova & Canali. AI & Society.
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A Pragmatic Approach to Scientific Change: Transfer, Alignment, Influence
Canali. European Journal for Philosophy of Science, 12, 48.
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Reframing the Environment in Data-Intensive Health Sciences
Canali & Leonelli. Studies in History and Philosophy of Science, 93, 203–214.
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Follow the science? On the marginal role of the social sciences in the COVID-19 pandemic
Lohse & Canali. European Journal for the Philosophy of Science, 11, 99.
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Open science, data sharing and solidarity: who benefits?
Staunton, Barragán, Canali, Ho, Leonelli et al. History and Philosophy of the Life Sciences, 43, 115.
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Introduction: The philosophy, ethics, and politics of epidemiology today
Canali & Piroddi. MEFISTO. Rivista di Medicina, Filosofia, Storia, 5(1), 55–64.
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On evidence fiascos and judgments in COVID-19 policy
Jukola & Canali. History and Philosophy of the Life Sciences, 43(61).
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Towards a Contextual Approach to Data Quality
Canali. Data, 5(4), 90.
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What is New about the Exposome? Exploring Scientific Change in Contemporary Epidemiology
Canali. International Journal of Environmental Research and Public Health, 17(8), 2879.
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Making Evidential Claims in Epidemiology: Three Strategies for the Study of the Exposome
Canali. Studies in History and Philosophy of Biological and Biomedical Sciences, 82, 101248.
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Evaluating evidential pluralism in epidemiology: mechanistic evidence in exposome research
Canali. History and Philosophy of the Life Sciences, 41(4).
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Time to care: why the humanities and the social sciences belong in the science of health
Kelly, Clarke, Ghiara, Russo, Bockting, Boniolo, Canali et al. BMJ Open.
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Big Data, epistemology and causality: Knowledge in and knowledge out in EXPOsOMICS
Canali. Big Data & Society, 3(2).