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Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Reply to Pagnoni et al. Toward Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Comment on "Ledziński et al. Personalized Medicine in Pulmonary Arterial Hypertension: Utilizing Artificial Intelligence for Death Prevention. J. Clin. Med. 2025, 14 , 8325"

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Title: Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Reply to Pagnoni et al. Toward Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Comment on "Ledziński et al. Personalized Medicine in Pulmonary Arterial Hypertension: Utilizing Artificial Intelligence for Death Prevention. J. Clin. Med. 2025, 14 , 8325"
Authors: Ledziński, Łukasz1 (AUTHOR), Grześk, Grzegorz1,2 (AUTHOR) g.grzesk@cm.umk.pl, Ziołkowski, Michał1,3 (AUTHOR), Waligóra, Marcin2,3,4 (AUTHOR), Kurzyna, Marcin5 (AUTHOR), Mularek-Kubzdela, Tatiana6 (AUTHOR), Smukowska-Gorynia, Anna6,7 (AUTHOR), Skoczylas, Ilona7,8 (AUTHOR), Chrzanowski, Łukasz8,9 (AUTHOR), Błaszczak, Piotr9,10 (AUTHOR), Jaguszewski, Miłosz10,11 (AUTHOR), Kuśmierczyk-Droszcz, Beata11,12 (AUTHOR), Ptaszyńska, Katarzyna12,13 (AUTHOR), Mizia-Stec, Katarzyna13,14 (AUTHOR), Malinowska, Ewa14,15 (AUTHOR), Peregud-Pogorzelska, Małgorzata15,16 (AUTHOR), Lewicka, Ewa16,17 (AUTHOR), Tomaszewski, Michał17,18 (AUTHOR), Jacheć, Wojciech18,19 (AUTHOR), Florczyk, Michał5,20 (AUTHOR)
Source: Journal of Clinical Medicine. Mar2026, Vol. 15 Issue 5, p1838. 4p.
Database: Academic Search Ultimate
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  Data: Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Reply to Pagnoni et al. Toward Clinically Actionable Explainable AI in Pulmonary Arterial Hypertension: Endpoints, Calibration, and External Validation. Comment on "Ledziński et al. Personalized Medicine in Pulmonary Arterial Hypertension: Utilizing Artificial Intelligence for Death Prevention. J. Clin. Med. 2025, 14 , 8325"
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Clinical+Medicine%22">Journal of Clinical Medicine</searchLink>. Mar2026, Vol. 15 Issue 5, p1838. 4p.
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