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. |
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| 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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