Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308885081> ?p ?o ?g. }
- W4308885081 abstract "Radiographic imaging techniques provide insight into the imaging features of tumor regions of interest, while immunohistochemistry and sequencing techniques performed on biopsy samples yield omics data. Relationships between tumor genotype and phenotype can be identified from these data through traditional correlation analyses and artificial intelligence (AI) models. However, the radiogenomics community lacks a unified software platform with which to conduct such analyses in a reproducible manner. To address this gap, we developed ImaGene, a web-based platform that takes tumor omics and imaging datasets as inputs, performs correlation analysis between them, and constructs AI models. ImaGene has several modifiable configuration parameters and produces a report displaying model diagnostics. To demonstrate the utility of ImaGene, we utilized data for invasive breast carcinoma (IBC) and head and neck squamous cell carcinoma (HNSCC) and identified potential associations between imaging features and nine genes (WT1, LGI3, SP7, DSG1, ORM1, CLDN10, CST1, SMTNL2, and SLC22A31) for IBC and eight genes (NR0B1, PLA2G2A, MAL, CLDN16, PRDM14, VRTN, LRRN1, and MECOM) for HNSCC. ImaGene has the potential to become a standard platform for radiogenomic tumor analyses due to its ease of use, flexibility, and reproducibility, playing a central role in the establishment of an emerging radiogenomic knowledge base.www.ImaGene.pgxguide.org, https://github.com/skr1/Imagene.git.Supplementary data are available at https://github.com/skr1/Imagene.git." @default.
- W4308885081 created "2022-11-18" @default.
- W4308885081 creator A5019651689 @default.
- W4308885081 creator A5031660373 @default.
- W4308885081 creator A5059635013 @default.
- W4308885081 creator A5066928459 @default.
- W4308885081 creator A5075266423 @default.
- W4308885081 creator A5078274543 @default.
- W4308885081 creator A5086678071 @default.
- W4308885081 date "2022-01-01" @default.
- W4308885081 modified "2023-09-26" @default.
- W4308885081 title "ImaGene: a web-based software platform for tumor radiogenomic evaluation and reporting" @default.
- W4308885081 cites W1549619413 @default.
- W4308885081 cites W1596483726 @default.
- W4308885081 cites W1971765692 @default.
- W4308885081 cites W1984737078 @default.
- W4308885081 cites W1984803132 @default.
- W4308885081 cites W1994364357 @default.
- W4308885081 cites W1997814916 @default.
- W4308885081 cites W2022037546 @default.
- W4308885081 cites W2038692717 @default.
- W4308885081 cites W2040458067 @default.
- W4308885081 cites W2079499141 @default.
- W4308885081 cites W2081699832 @default.
- W4308885081 cites W2083927153 @default.
- W4308885081 cites W2092103865 @default.
- W4308885081 cites W2111389142 @default.
- W4308885081 cites W2116988656 @default.
- W4308885081 cites W2117791774 @default.
- W4308885081 cites W2123932528 @default.
- W4308885081 cites W2146373036 @default.
- W4308885081 cites W2166401924 @default.
- W4308885081 cites W2172058373 @default.
- W4308885081 cites W2174661749 @default.
- W4308885081 cites W2184968530 @default.
- W4308885081 cites W2191672666 @default.
- W4308885081 cites W2302501749 @default.
- W4308885081 cites W2346265746 @default.
- W4308885081 cites W2412681020 @default.
- W4308885081 cites W2463050623 @default.
- W4308885081 cites W2549173848 @default.
- W4308885081 cites W2604296489 @default.
- W4308885081 cites W2615791483 @default.
- W4308885081 cites W2736731826 @default.
- W4308885081 cites W2743924567 @default.
- W4308885081 cites W2749454676 @default.
- W4308885081 cites W2756258573 @default.
- W4308885081 cites W2761668583 @default.
- W4308885081 cites W2767128594 @default.
- W4308885081 cites W2770125267 @default.
- W4308885081 cites W2774641206 @default.
- W4308885081 cites W2781866972 @default.
- W4308885081 cites W2797371887 @default.
- W4308885081 cites W2803946079 @default.
- W4308885081 cites W2809343516 @default.
- W4308885081 cites W2883445829 @default.
- W4308885081 cites W2896246551 @default.
- W4308885081 cites W2915125554 @default.
- W4308885081 cites W2922294667 @default.
- W4308885081 cites W2943052259 @default.
- W4308885081 cites W2947569787 @default.
- W4308885081 cites W2954262888 @default.
- W4308885081 cites W2972165905 @default.
- W4308885081 cites W2973201467 @default.
- W4308885081 cites W2985755379 @default.
- W4308885081 cites W3004757234 @default.
- W4308885081 cites W3007636527 @default.
- W4308885081 cites W3012650501 @default.
- W4308885081 cites W3017931821 @default.
- W4308885081 cites W3021232069 @default.
- W4308885081 cites W3021817101 @default.
- W4308885081 cites W3025878800 @default.
- W4308885081 cites W3027332720 @default.
- W4308885081 cites W3049075472 @default.
- W4308885081 cites W3087758585 @default.
- W4308885081 cites W3121875687 @default.
- W4308885081 cites W3134656840 @default.
- W4308885081 cites W3160791736 @default.
- W4308885081 cites W3207170848 @default.
- W4308885081 cites W4205415372 @default.
- W4308885081 cites W4210332626 @default.
- W4308885081 cites W4250966601 @default.
- W4308885081 doi "https://doi.org/10.1093/bioadv/vbac079" @default.
- W4308885081 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36699376" @default.
- W4308885081 hasPublicationYear "2022" @default.
- W4308885081 type Work @default.
- W4308885081 citedByCount "3" @default.
- W4308885081 countsByYear W43088850812023 @default.
- W4308885081 crossrefType "journal-article" @default.
- W4308885081 hasAuthorship W4308885081A5019651689 @default.
- W4308885081 hasAuthorship W4308885081A5031660373 @default.
- W4308885081 hasAuthorship W4308885081A5059635013 @default.
- W4308885081 hasAuthorship W4308885081A5066928459 @default.
- W4308885081 hasAuthorship W4308885081A5075266423 @default.
- W4308885081 hasAuthorship W4308885081A5078274543 @default.
- W4308885081 hasAuthorship W4308885081A5086678071 @default.
- W4308885081 hasBestOaLocation W43088850812 @default.
- W4308885081 hasConcept C126838900 @default.
- W4308885081 hasConcept C154945302 @default.
- W4308885081 hasConcept C163500349 @default.