Real-World Insights in Designing SteatoStat: An End-to-End Deep Learning Pipeline for Hepatic Steatosis Quantification.
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| Title: | Real-World Insights in Designing SteatoStat: An End-to-End Deep Learning Pipeline for Hepatic Steatosis Quantification. |
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| Authors: | Jegannathan N; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore., Zhang X; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Seow JX; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore., Zhou M; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Wang L; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Goh GL; School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore., Heng SY; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore., Ng TR; Ministry of Health Holdings, Singapore 139691, Singapore., Goh RSM; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Fu H; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Liu Y; Institute of High-Performance Computing, Agency for Science, Technology and Research, Singapore 138632, Singapore., Cheng LT; Department of Cardiothoracic and Abdominal Radiology, Singapore General Hospital, Singapore 169608, Singapore.; Duke-NUS Medical School, Singapore 169857, Singapore., Goh GBB; Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore 169608, Singapore., Tai D; HistoIndex Pte., Ltd., Singapore 117674, Singapore., Cheng CL; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore., Wan WK; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore., Lim TKH; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore.; Duke-NUS Medical School, Singapore 169857, Singapore., Khor LY; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore.; Duke-NUS Medical School, Singapore 169857, Singapore., Leow WQ; Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore.; School of Biological Sciences, Nanyang Technological University, Singapore 637551, Singapore.; Duke-NUS Medical School, Singapore 169857, Singapore. |
| Source: | Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2026 Jun 12; Vol. 16 (12). Date of Electronic Publication: 2026 Jun 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2075-4418 |
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| DOI: | 10.3390/diagnostics16121825 |
