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Explainable Feature Embeddings from Histopathology Foundation Models: A Case Study for End Stage Kidney Disease Risk Analysis in Diabetic Nephropathy Patients.

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Title: Explainable Feature Embeddings from Histopathology Foundation Models: A Case Study for End Stage Kidney Disease Risk Analysis in Diabetic Nephropathy Patients.
Authors: Kasireddy HR; Dept. of Electrical and Computer Engineering, Univ. of Florida, Gainesville, FL.; Univ. of Florida Intelligent Critical Care Center, Gainesville, FL., Lucarelli N; Dept. of Biomedical Engineering, Univ. of Florida, Gainesville, FL., Yun D; Dept. of Internal Medicine, Seoul National Univ., Seoul, South Korea., Moon KC; Dept. of Pathology, Seoul National Univ., Seoul, South Korea., La Rosa PS; Seed Production Innovation, Crop Science Division, Bayer Company, St. Louis, MO., Tomaszewski JE; Dept. of Pathology and Anatomical Sciences, Univ. at Buffalo, Buffalo, NY., Han SS; Dept. of Internal Medicine, Seoul National Univ., Seoul, South Korea., Shickel B; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL., Naglah A; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL., Sarder P; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL.
Source: Proceedings of SPIE--the International Society for Optical Engineering [Proc SPIE Int Soc Opt Eng] 2025 Feb; Vol. 13413. Date of Electronic Publication: 2025 Apr 10.
Publication Type: Journal Article
Journal Info: Publisher: SPIE, The International Society for Optical Engineering Country of Publication: United States NLM ID: 101524122 Publication Model: Print-Electronic Cited Medium: Print ISSN: 0277-786X (Print) Linking ISSN: 0277786X NLM ISO Abbreviation: Proc SPIE Int Soc Opt Eng Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Explainable Feature Embeddings from Histopathology Foundation Models: A Case Study for End Stage Kidney Disease Risk Analysis in Diabetic Nephropathy Patients.
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  Data: <searchLink fieldCode="AU" term="%22Kasireddy+HR%22">Kasireddy HR</searchLink>; Dept. of Electrical and Computer Engineering, Univ. of Florida, Gainesville, FL.; Univ. of Florida Intelligent Critical Care Center, Gainesville, FL.<br /><searchLink fieldCode="AU" term="%22Lucarelli+N%22">Lucarelli N</searchLink>; Dept. of Biomedical Engineering, Univ. of Florida, Gainesville, FL.<br /><searchLink fieldCode="AU" term="%22Yun+D%22">Yun D</searchLink>; Dept. of Internal Medicine, Seoul National Univ., Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Moon+KC%22">Moon KC</searchLink>; Dept. of Pathology, Seoul National Univ., Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22La+Rosa+PS%22">La Rosa PS</searchLink>; Seed Production Innovation, Crop Science Division, Bayer Company, St. Louis, MO.<br /><searchLink fieldCode="AU" term="%22Tomaszewski+JE%22">Tomaszewski JE</searchLink>; Dept. of Pathology and Anatomical Sciences, Univ. at Buffalo, Buffalo, NY.<br /><searchLink fieldCode="AU" term="%22Han+SS%22">Han SS</searchLink>; Dept. of Internal Medicine, Seoul National Univ., Seoul, South Korea.<br /><searchLink fieldCode="AU" term="%22Shickel+B%22">Shickel B</searchLink>; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL.<br /><searchLink fieldCode="AU" term="%22Naglah+A%22">Naglah A</searchLink>; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL.<br /><searchLink fieldCode="AU" term="%22Sarder+P%22">Sarder P</searchLink>; Division of Nephrology, Hypertension, and Renal Transplantation - Quantitative Health Section, Dept. of Medicine, Univ. of Florida, Gainesville, FL.
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  Data: <searchLink fieldCode="JN" term="%22101524122%22">Proceedings of SPIE--the International Society for Optical Engineering</searchLink> [Proc SPIE Int Soc Opt Eng] 2025 Feb; Vol. 13413. <i>Date of Electronic Publication: </i>2025 Apr 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SPIE%2C+The+International+Society+for+Optical+Engineering%22">SPIE, The International Society for Optical Engineering </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101524122 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>0277-786X (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220277786X%22">0277786X </searchLink><i>NLM ISO Abbreviation: </i>Proc SPIE Int Soc Opt Eng <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.1117/12.3047908
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        Text: English
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      – TitleFull: Explainable Feature Embeddings from Histopathology Foundation Models: A Case Study for End Stage Kidney Disease Risk Analysis in Diabetic Nephropathy Patients.
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              Text: 2025 Feb
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              Y: 2025
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