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- W4312056999 endingPage "106440" @default.
- W4312056999 startingPage "106440" @default.
- W4312056999 abstract "The study of drug-target protein interaction is a key step in drug research. In recent years, machine learning techniques have become attractive for research, including drug research, due to their automated nature, predictive power, and expected efficiency. Protein representation is a key step in the study of drug-target protein interaction by machine learning, which plays a fundamental role in the ultimate accomplishment of accurate research. With the progress of machine learning, protein representation methods have gradually attracted attention and have consequently developed rapidly. Therefore, in this review, we systematically classify current protein representation methods, comprehensively review them, and discuss the latest advances of interest. According to the information extraction methods and information sources, these representation methods are generally divided into structure and sequence-based representation methods. Each primary class can be further divided into specific subcategories. As for the particular representation methods involve both traditional and the latest approaches. This review contains a comprehensive assessment of the various methods which researchers can use as a reference for their specific protein-related research requirements, including drug research." @default.
- W4312056999 created "2023-01-04" @default.
- W4312056999 creator A5004326219 @default.
- W4312056999 creator A5011756049 @default.
- W4312056999 creator A5014228220 @default.
- W4312056999 creator A5016293661 @default.
- W4312056999 creator A5016622970 @default.
- W4312056999 creator A5061697130 @default.
- W4312056999 creator A5080045714 @default.
- W4312056999 creator A5086001755 @default.
- W4312056999 date "2023-01-01" @default.
- W4312056999 modified "2023-09-26" @default.
- W4312056999 title "A systematic review on the state-of-the-art strategies for protein representation" @default.
- W4312056999 cites W1505191356 @default.
- W4312056999 cites W1965888648 @default.
- W4312056999 cites W2000671825 @default.
- W4312056999 cites W2051627306 @default.
- W4312056999 cites W2077997370 @default.
- W4312056999 cites W2078047353 @default.
- W4312056999 cites W2124932178 @default.
- W4312056999 cites W2133583551 @default.
- W4312056999 cites W2144046885 @default.
- W4312056999 cites W2162813583 @default.
- W4312056999 cites W2168930979 @default.
- W4312056999 cites W2182431911 @default.
- W4312056999 cites W2541125372 @default.
- W4312056999 cites W2552714763 @default.
- W4312056999 cites W2614935527 @default.
- W4312056999 cites W2717783773 @default.
- W4312056999 cites W2724532147 @default.
- W4312056999 cites W2745811851 @default.
- W4312056999 cites W2782438044 @default.
- W4312056999 cites W2804946771 @default.
- W4312056999 cites W2807896518 @default.
- W4312056999 cites W2883467144 @default.
- W4312056999 cites W2884031225 @default.
- W4312056999 cites W2885374590 @default.
- W4312056999 cites W2886544065 @default.
- W4312056999 cites W2887454316 @default.
- W4312056999 cites W2896082603 @default.
- W4312056999 cites W2910249797 @default.
- W4312056999 cites W2913457010 @default.
- W4312056999 cites W2914995837 @default.
- W4312056999 cites W2938738219 @default.
- W4312056999 cites W2940438782 @default.
- W4312056999 cites W2945303443 @default.
- W4312056999 cites W2946492269 @default.
- W4312056999 cites W2950964375 @default.
- W4312056999 cites W2952136406 @default.
- W4312056999 cites W2970416468 @default.
- W4312056999 cites W2979646061 @default.
- W4312056999 cites W2980298350 @default.
- W4312056999 cites W2980870427 @default.
- W4312056999 cites W2986268970 @default.
- W4312056999 cites W2987349979 @default.
- W4312056999 cites W2998620327 @default.
- W4312056999 cites W2999044305 @default.
- W4312056999 cites W3003285614 @default.
- W4312056999 cites W3015041131 @default.
- W4312056999 cites W3018049863 @default.
- W4312056999 cites W3033054589 @default.
- W4312056999 cites W3033147197 @default.
- W4312056999 cites W3043299403 @default.
- W4312056999 cites W3079352602 @default.
- W4312056999 cites W3092072640 @default.
- W4312056999 cites W3094346537 @default.
- W4312056999 cites W3095329356 @default.
- W4312056999 cites W3108989381 @default.
- W4312056999 cites W3117629641 @default.
- W4312056999 cites W3123226037 @default.
- W4312056999 cites W3133540795 @default.
- W4312056999 cites W3134906456 @default.
- W4312056999 cites W3139601120 @default.
- W4312056999 cites W3139737861 @default.
- W4312056999 cites W3154448391 @default.
- W4312056999 cites W3156998432 @default.
- W4312056999 cites W3160561271 @default.
- W4312056999 cites W3162614523 @default.
- W4312056999 cites W3163977363 @default.
- W4312056999 cites W3180841033 @default.
- W4312056999 cites W3183253630 @default.
- W4312056999 cites W3189038709 @default.
- W4312056999 cites W3202160788 @default.
- W4312056999 cites W3203901993 @default.
- W4312056999 cites W3204505106 @default.
- W4312056999 cites W3207520855 @default.
- W4312056999 cites W3210037621 @default.
- W4312056999 cites W3212244575 @default.
- W4312056999 cites W3212859544 @default.
- W4312056999 cites W3217568487 @default.
- W4312056999 cites W4200399026 @default.
- W4312056999 cites W4205544245 @default.
- W4312056999 cites W4206500608 @default.
- W4312056999 cites W4206628652 @default.
- W4312056999 cites W4210242019 @default.
- W4312056999 cites W4213157778 @default.
- W4312056999 cites W4214530112 @default.
- W4312056999 cites W4220934922 @default.