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Multimodal Autoencoder-Based Anomaly Detection Reveals Clinical-Radiologic Heterogeneity in Pulmonary Fibrosis.

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Title: Multimodal Autoencoder-Based Anomaly Detection Reveals Clinical-Radiologic Heterogeneity in Pulmonary Fibrosis.
Authors: Ghimuș C; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Buzea CG; National Institute of Research and Development for Technical Physics, IFT Iași, 700050 Iasi, Romania.; Clinical Emergency Hospital 'Prof. Dr. Nicolae Oblu' Iași, 700309 Iasi, Romania., Nedelcu AH; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.; Radiology Clinic, Recovery Hospital, 700661 Iasi, Romania., Oiegar VF; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Lupu A; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Tepordei RT; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Vicoleanu SAP; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Dumitrescu AM; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Ursaru M; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.; Radiology Clinic, 'Sf Spiridon' County Clinical Emergency Hospital, 700111 Iasi, Romania., Statescu G; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Anton E; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Lupu VV; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania., Postolache P; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.
Source: Medical sciences (Basel, Switzerland) [Med Sci (Basel)] 2026 Feb 10; Vol. 14 (1). Date of Electronic Publication: 2026 Feb 10.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101629322 Publication Model: Electronic Cited Medium: Internet ISSN: 2076-3271 (Electronic) Linking ISSN: 20763271 NLM ISO Abbreviation: Med Sci (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Multimodal Autoencoder-Based Anomaly Detection Reveals Clinical-Radiologic Heterogeneity in Pulmonary Fibrosis.
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  Data: <searchLink fieldCode="AU" term="%22Ghimuș+C%22">Ghimuș C</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Buzea+CG%22">Buzea CG</searchLink>; National Institute of Research and Development for Technical Physics, IFT Iași, 700050 Iasi, Romania.; Clinical Emergency Hospital 'Prof. Dr. Nicolae Oblu' Iași, 700309 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Nedelcu+AH%22">Nedelcu AH</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.; Radiology Clinic, Recovery Hospital, 700661 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Oiegar+VF%22">Oiegar VF</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Lupu+A%22">Lupu A</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Tepordei+RT%22">Tepordei RT</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Vicoleanu+SAP%22">Vicoleanu SAP</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Dumitrescu+AM%22">Dumitrescu AM</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Ursaru+M%22">Ursaru M</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.; Radiology Clinic, 'Sf Spiridon' County Clinical Emergency Hospital, 700111 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Statescu+G%22">Statescu G</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Anton+E%22">Anton E</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Lupu+VV%22">Lupu VV</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.<br /><searchLink fieldCode="AU" term="%22Postolache+P%22">Postolache P</searchLink>; Grigore T. Popa University of Medicine and Pharmacy, 700115 Iasi, Romania.
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