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- W4387375273 abstract "Abstract Compound-protein interactions (CPIs) are critical in drug discovery for identifying therapeutic targets, drug side effects, and repurposing existing drugs. Machine learning (ML) algorithms have emerged as powerful tools for CPI prediction, offering notable advantages in cost-effectiveness and efficiency. This review provides an overview of recent advances in both structure-based and non-structure-based CPI prediction ML models, highlighting their performance and achievements. It also offers insights into CPI prediction-related datasets and evaluation benchmarks. Lastly, the article presents a comprehensive assessment of the current landscape of CPI prediction, elucidating the challenges faced and outlining emerging trends to advance the field." @default.
- W4387375273 created "2023-10-06" @default.
- W4387375273 creator A5002333471 @default.
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- W4387375273 creator A5082295616 @default.
- W4387375273 date "2023-10-06" @default.
- W4387375273 modified "2023-10-16" @default.
- W4387375273 title "An overview of recent advances and challenges in predicting compound-protein interaction (CPI)" @default.
- W4387375273 cites W1605578858 @default.
- W4387375273 cites W1950993160 @default.
- W4387375273 cites W1968319881 @default.
- W4387375273 cites W1974324284 @default.
- W4387375273 cites W1985588649 @default.
- W4387375273 cites W1985748743 @default.
- W4387375273 cites W2004386051 @default.
- W4387375273 cites W2012084558 @default.
- W4387375273 cites W2018408116 @default.
- W4387375273 cites W2022998385 @default.
- W4387375273 cites W2028629022 @default.
- W4387375273 cites W2030121478 @default.
- W4387375273 cites W2030286884 @default.
- W4387375273 cites W2035585923 @default.
- W4387375273 cites W2042572511 @default.
- W4387375273 cites W2049185580 @default.
- W4387375273 cites W2050237550 @default.
- W4387375273 cites W2050456292 @default.
- W4387375273 cites W2070789802 @default.
- W4387375273 cites W2073021822 @default.
- W4387375273 cites W2075020622 @default.
- W4387375273 cites W2079953901 @default.
- W4387375273 cites W2080642200 @default.
- W4387375273 cites W2086286404 @default.
- W4387375273 cites W2090847673 @default.
- W4387375273 cites W2095719702 @default.
- W4387375273 cites W2096541451 @default.
- W4387375273 cites W2106029302 @default.
- W4387375273 cites W2108886196 @default.
- W4387375273 cites W2109991441 @default.
- W4387375273 cites W2118302570 @default.
- W4387375273 cites W2118587156 @default.
- W4387375273 cites W2121604817 @default.
- W4387375273 cites W2122863289 @default.
- W4387375273 cites W2128245586 @default.
- W4387375273 cites W2128332459 @default.
- W4387375273 cites W2136188768 @default.
- W4387375273 cites W2138512826 @default.
- W4387375273 cites W2142572836 @default.
- W4387375273 cites W2143482176 @default.
- W4387375273 cites W2146264532 @default.
- W4387375273 cites W2148512505 @default.
- W4387375273 cites W2155275960 @default.
- W4387375273 cites W2158360182 @default.
- W4387375273 cites W2161085303 @default.
- W4387375273 cites W2165526004 @default.
- W4387375273 cites W2204695023 @default.
- W4387375273 cites W2294516783 @default.
- W4387375273 cites W2340782621 @default.
- W4387375273 cites W2543342371 @default.
- W4387375273 cites W2550887636 @default.
- W4387375273 cites W2565629452 @default.
- W4387375273 cites W2587598315 @default.
- W4387375273 cites W2588262534 @default.
- W4387375273 cites W2596122355 @default.
- W4387375273 cites W2605952223 @default.
- W4387375273 cites W2612467560 @default.
- W4387375273 cites W2731161895 @default.
- W4387375273 cites W2733638363 @default.
- W4387375273 cites W2741292700 @default.
- W4387375273 cites W2753953057 @default.
- W4387375273 cites W2767891136 @default.
- W4387375273 cites W2781821160 @default.
- W4387375273 cites W2784135352 @default.
- W4387375273 cites W2784213390 @default.
- W4387375273 cites W2785947426 @default.
- W4387375273 cites W2788776141 @default.
- W4387375273 cites W2860192827 @default.
- W4387375273 cites W2889677957 @default.
- W4387375273 cites W2895884529 @default.
- W4387375273 cites W2899788782 @default.
- W4387375273 cites W2902812092 @default.
- W4387375273 cites W2904742480 @default.
- W4387375273 cites W2916047525 @default.
- W4387375273 cites W2921473648 @default.
- W4387375273 cites W2922063386 @default.
- W4387375273 cites W2944973540 @default.
- W4387375273 cites W2951676304 @default.
- W4387375273 cites W2952522777 @default.
- W4387375273 cites W2955986556 @default.
- W4387375273 cites W2963613699 @default.
- W4387375273 cites W2963833291 @default.
- W4387375273 cites W2967471101 @default.
- W4387375273 cites W2969325194 @default.
- W4387375273 cites W2977595407 @default.
- W4387375273 cites W2982145277 @default.
- W4387375273 cites W3005009369 @default.
- W4387375273 cites W3005769002 @default.