20.500.12556/RUL-169760 Can protein expression be ‘solved’? Heterologous protein expression is a fundamental technique used frequently in modern day biology. It enables scientific exploration of protein function as well as development of lifesaving medicines and economically impactful industrial products. Protein expression experiments primarily remain an experience-guided trial and error situation, even though it is an approach used by nearly all biologists. Generating an openly available, large-scale protein expression dataset that spans organisms and uses a standard experimental approach would provide the machine learning community with a foundation for building a multispecies predictive model of expression. A predictive model of protein expression would have a profound commercial impact and could replace countless hours of experimentation with a higher-probability directed approach. protein expression machine learning predictive models open datasets izražanje proteinov strojno učenje napovedni modeli odprte baze podatkov true false true Angleški jezik Slovenski jezik Članek v reviji 2025-06-09 09:20:59 2025-06-09 09:21:01 2026-04-01 04:29:59 0000-00-00 00:00:00 2025 0 0 Str. 2724-2742 iss. 11 Vol. 43 Nov. 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 577.112:004.85 0167-7799 10.1016/j.tibtech.2025.04.021 238521091 RAZ_Baranowski_Catherine_2025.pdf RAZ_Baranowski_Catherine_2025.pdf 1 85AF45CC4E0A04CDBB40B6F94E947567 941ad13e3e4b6c50e554e97e297bc6f53fd02db5c0dcbd54d6233287fe9cc456 f648f77c-2cde-11f1-b0ab-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=231619 https://www.sciencedirect.com/science/article/pii/S0167779925001660 1 cfe49183-4500-11f0-b232-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=211424 Fakulteta za kemijo in kemijsko tehnologijo 0 0 0