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Deep Learning Detection of Retinitis Pigmentosa Inheritance Forms through Synthetic Data Expansion of a Rare Disease Dataset.

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Title: Deep Learning Detection of Retinitis Pigmentosa Inheritance Forms through Synthetic Data Expansion of a Rare Disease Dataset.
Authors: Hwang EE; University of California, San Francisco., Rivera ML; University of California, San Francisco., Jia L; Digillect LLC., Lin MT; University of California, San Francisco., Nachnani K; University of California, San Francisco., Yuan O; University of California, San Francisco., Madaan P; University of California, San Francisco., Han Y; University of California, San Francisco., Duncan JL; University of California, San Francisco., Shan J; University of California, San Francisco.
Source: Research square [Res Sq] 2025 Dec 02. Date of Electronic Publication: 2025 Dec 02.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101768035 Publication Model: Electronic Cited Medium: Internet ISSN: 2693-5015 (Electronic) Linking ISSN: 26935015 NLM ISO Abbreviation: Res Sq Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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PubType: Academic Journal
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  Data: Deep Learning Detection of Retinitis Pigmentosa Inheritance Forms through Synthetic Data Expansion of a Rare Disease Dataset.
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  Data: <searchLink fieldCode="AU" term="%22Hwang+EE%22">Hwang EE</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Rivera+ML%22">Rivera ML</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Jia+L%22">Jia L</searchLink>; Digillect LLC.<br /><searchLink fieldCode="AU" term="%22Lin+MT%22">Lin MT</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Nachnani+K%22">Nachnani K</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Yuan+O%22">Yuan O</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Madaan+P%22">Madaan P</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Han+Y%22">Han Y</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Duncan+JL%22">Duncan JL</searchLink>; University of California, San Francisco.<br /><searchLink fieldCode="AU" term="%22Shan+J%22">Shan J</searchLink>; University of California, San Francisco.
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  Data: <searchLink fieldCode="JN" term="%22101768035%22">Research square</searchLink> [Res Sq] 2025 Dec 02. <i>Date of Electronic Publication: </i>2025 Dec 02.
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  Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101768035 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2693-5015 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226935015%22">26935015 </searchLink><i>NLM ISO Abbreviation: </i>Res Sq <i>Subsets: </i>PubMed not MEDLINE
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      – Type: doi
        Value: 10.21203/rs.3.rs-8002154/v1
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      – Code: eng
        Text: English
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      – TitleFull: Deep Learning Detection of Retinitis Pigmentosa Inheritance Forms through Synthetic Data Expansion of a Rare Disease Dataset.
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            – D: 02
              M: 12
              Text: 2025 Dec 02
              Type: published
              Y: 2025
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              Value: 2693-5015
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