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Based on ethnographic observations of colonoscopies and in\u2010depth interviews with gastroenterologists, this study analyses the real\u2010time use of AI\u2010based pattern recognition systems during diagnostic procedures. Unlike retrospective image analysis in radiology, AI in colonoscopy operates in vivo and in real time, requiring practitioners to engage with algorithmic markings within the unfolding process of examination. The clinical gaze emerges here as a form of professional vision constituted through embodied routines, tacit knowledge, technological infrastructures and institutionalised practices. This article identifies three modes of integrating AI\u2014technology\u2010driven, experience\u2010driven and interrupted\u2014that reveal the contingency and multiplicity of human\u2013machine relations in clinical imaging work. Rather than displacing the clinical gaze, AI alters the conditions under which it can be enacted, bringing with it shifting forms of visual selectivity, epistemic authority and new uncertainties. This study contributes to sociological debates on algorithmic medicine and digital automation by showing how AI systems intervene in the practical organisation of medical seeing, highlighting the tensions and adjustments through which contemporary visual practices in healthcare are reconfigured.<\/jats:p>","DOI":"10.1111\/1467-9566.70144","type":"journal-article","created":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T06:15:59Z","timestamp":1768803359000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Artificial Intelligence and the Clinical Gaze: Visual Practices of AI\u2010Assisted Colonoscopy"],"prefix":"10.1111","volume":"48","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4312-1075","authenticated-orcid":false,"given":"Michael","family":"Heinlein","sequence":"first","affiliation":[{"name":"Institut f\u00fcr Sozialwissenschaftliche Forschung e.V.\u2014ISF Munich  Munich Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2026,1,18]]},"reference":[{"key":"e_1_2_15_2_1","first-page":"205","volume-title":"Shaping Technology\/Building Society: Studies in Sociotechnical Change","author":"Akrich M.","year":"1992"},{"key":"e_1_2_15_3_1","doi-asserted-by":"publisher","DOI":"10.1017\/s0260210522000031"},{"key":"e_1_2_15_4_1","doi-asserted-by":"publisher","DOI":"10.1177\/01622439241262854"},{"key":"e_1_2_15_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10606\u2010024\u201009491\u20100"},{"key":"e_1_2_15_6_1","doi-asserted-by":"publisher","DOI":"10.1177\/20539517231210269"},{"key":"e_1_2_15_7_1","doi-asserted-by":"publisher","DOI":"10.4135\/9781446282243.n15"},{"key":"e_1_2_15_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/s2468\u20101253(25)00133\u20105"},{"key":"e_1_2_15_9_1","doi-asserted-by":"publisher","DOI":"10.1177\/0011392111426647"},{"key":"e_1_2_15_10_1","doi-asserted-by":"publisher","DOI":"10.1080\/09505431.2013.768223"},{"key":"e_1_2_15_11_1","doi-asserted-by":"publisher","DOI":"10.1177\/2053951717718855"},{"key":"e_1_2_15_12_1","volume-title":"Objectivity","author":"Daston L.","year":"2007"},{"key":"e_1_2_15_13_1","unstructured":"Denzer U. 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