Enhancing Interstitial Lung Disease Diagnoses Through Multimodal <scp>AI</scp> Integration of Histopathological and <scp>CT</scp> Image Data
Combining CT and histopathological images, the multimodal AI algorithm enhances pathologists' diagnostic accuracy, consistency, and confidence in identifying UIP, even in cases where specialised expertise is limited.
Authors
- Kensuke Kataoka (ORCID: https://orcid.org/0000-0002-3944-6881)
- Yoshihiro Kato (ORCID: https://orcid.org/0000-0001-9006-9551)
- Yasuhiro Kondo (ORCID: https://orcid.org/0000-0001-7697-9225)
- Yoshiaki Zaizen (ORCID: https://orcid.org/0000-0003-2274-4599)
- Alberto Cavazza (ORCID: https://orcid.org/0009-0006-9934-1666)
- Takeshi Johkoh (ORCID: https://orcid.org/0000-0003-1237-2349)
- Alberto M. Marchevsky (ORCID: https://orcid.org/0000-0003-1467-0710)
- Mutsumi Ozasa (ORCID: https://orcid.org/0000-0003-1482-2948)
- Jaroslaw Augustyniak
- Naoko Tsuyama (ORCID: https://orcid.org/0000-0002-8718-4599)
- Maxwell L. Smith (ORCID: https://orcid.org/0000-0002-9485-4036)
- Amna Almutrafi
- Anja C. Roden (ORCID: https://orcid.org/0000-0001-8948-4758)
- Ryoko Egashira (ORCID: https://orcid.org/0000-0001-7566-546X)
- André L. Moreira (ORCID: https://orcid.org/0000-0003-1857-3774)
- Shin Ichihara (ORCID: https://orcid.org/0000-0002-0211-906X)
- Junya Fukuoka (ORCID: https://orcid.org/0000-0002-2496-3050)
- Ichiro Mori (ORCID: https://orcid.org/0000-0001-7021-7895)
- Alexandre Todorovic Fabro (ORCID: https://orcid.org/0000-0002-7687-3161)
- Frank Schneider (ORCID: https://orcid.org/0000-0003-2332-3278)
- Kris Lami (ORCID: https://orcid.org/0000-0001-9191-3339)
- Richard Attanoos (ORCID: https://orcid.org/0000-0001-5254-3232)
- Luka Brčić (ORCID: https://orcid.org/0000-0002-9098-8416)
- Wataru Uegami (ORCID: https://orcid.org/0000-0002-0285-6270)
- Han‐Seung Yoon
- X. Che
Institutions
- Kurume University (JP)
- Cedars-Sinai Medical Center (US)
- Mayo Clinic (US)
- Emory University (US)
- Saga University (JP)
- Universidade de São Paulo (BR)
- Tokyo Future University (JP)
- Medical University of Graz (AT)
- King Fahd Medical City (SA)
- Azienda Sanitaria Unità Locale di Reggio Emilia (IT)
- Kansai Rosai Hospital (JP)
- Kameda Medical Center (JP)
- Sapporo Kosei General Hospital (JP)
- Mayo Clinic in Arizona (US)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
- Tosei General Hospital (JP)
- Japanese Foundation For Cancer Research (JP)
- Nagasaki University (JP)
- New York University (US)
- Kitasato University (JP)
- International University of Health and Welfare (JP)
- Cardiff University (GB)
Publication Details
- Journal
- Respirology
- Published
- 2025-04-02
- DOI
- https://doi.org/10.1111/resp.70036
- Citations
- 7
- Primary Topic
- Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
- Type
- article
- Field-Weighted Citation Impact
- 10.63
Funders
- New Energy and Industrial Technology Development Organization
- Ministry of Health, Labour and Welfare