Lio' P - Search Results

1

Improved prediction and characterization of blood-brain barrier penetrating peptides using estimated propensity scores of dipeptides.

Charoenkwan P, Chumnanpuen P, Schaduangrat N, Lio' P, Moni MA, Shoombuatong W. Charoenkwan P, et al. J Comput Aided Mol Des. 2022 Nov;36(11):781-796. doi: 10.1007/s10822-022-00476-z. Epub 2022 Oct 26. J Comput Aided Mol Des. 2022. PMID: 36284036

2

iAMAP-SCM: A Novel Computational Tool for Large-Scale Identification of Antimalarial Peptides Using Estimated Propensity Scores of Dipeptides.

Charoenkwan P, Schaduangrat N, Lio P, Moni MA, Chumnanpuen P, Shoombuatong W. Charoenkwan P, et al. ACS Omega. 2022 Nov 2;7(45):41082-41095. doi: 10.1021/acsomega.2c04465. eCollection 2022 Nov 15. ACS Omega. 2022. PMID: 36406571 Free PMC article.

3

PSRTTCA: A new approach for improving the prediction and characterization of tumor T cell antigens using propensity score representation learning.

Charoenkwan P, Pipattanaboon C, Nantasenamat C, Hasan MM, Moni MA, Lio' P, Shoombuatong W. Charoenkwan P, et al. Comput Biol Med. 2023 Jan;152:106368. doi: 10.1016/j.compbiomed.2022.106368. Epub 2022 Nov 26. Comput Biol Med. 2023. PMID: 36481763

4

HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN.

Islam MS, Hasan KF, Sultana S, Uddin S, Lio' P, Quinn JMW, Moni MA. Islam MS, et al. Neural Netw. 2023 May;162:271-287. doi: 10.1016/j.neunet.2023.03.004. Epub 2023 Mar 5. Neural Netw. 2023. PMID: 36921434

5

Network based approach to identify interactions between Type 2 diabetes and cancer comorbidities.

Nayan SI, Rahman MH, Hasan MM, Raj SMRH, Almoyad MAA, Liò P, Moni MA. Nayan SI, et al. Life Sci. 2023 Dec 15;335:122244. doi: 10.1016/j.lfs.2023.122244. Epub 2023 Nov 10. Life Sci. 2023. PMID: 37949208

6

MF-PCBA: Multifidelity High-Throughput Screening Benchmarks for Drug Discovery and Machine Learning.

Buterez D, Janet JP, Kiddle SJ, Liò P. Buterez D, et al. J Chem Inf Model. 2023 May 8;63(9):2667-2678. doi: 10.1021/acs.jcim.2c01569. Epub 2023 Apr 14. J Chem Inf Model. 2023. PMID: 37058588 Free PMC article.

7

Theory and Practice of Integrating Machine Learning and Conventional Statistics in Medical Data Analysis.

Dhillon SK, Ganggayah MD, Sinnadurai S, Lio P, Taib NA. Dhillon SK, et al. Diagnostics (Basel). 2022 Oct 18;12(10):2526. doi: 10.3390/diagnostics12102526. Diagnostics (Basel). 2022. PMID: 36292218 Free PMC article. Review.

8

Multi-omics data integration methods and their applications in psychiatric disorders.

Sathyanarayanan A, Mueller TT, Ali Moni M, Schueler K; ECNP TWG Network members; Baune BT, Lio P, Mehta D, Baune BT, Dierssen M, Ebert B, Fabbri C, Fusar-Poli P, Gennarelli M, Harmer C, Howes OD, Janzing JGE, Lio P, Maron E, Mehta D, Minelli A, Nonell L, Pisanu C, Potier MC, Rybakowski F, Serretti A, Squassina A, Stacey D, van Westrhenen R, Xicota L. Sathyanarayanan A, et al. Eur Neuropsychopharmacol. 2023 Apr;69:26-46. doi: 10.1016/j.euroneuro.2023.01.001. Epub 2023 Jan 25. Eur Neuropsychopharmacol. 2023. PMID: 36706689 Review.

9

Modelling local and general quantum mechanical properties with attention-based pooling.

Buterez D, Janet JP, Kiddle SJ, Oglic D, Liò P. Buterez D, et al. Commun Chem. 2023 Nov 29;6(1):262. doi: 10.1038/s42004-023-01045-7. Commun Chem. 2023. PMID: 38030692 Free PMC article.

10

The impact of imputation quality on machine learning classifiers for datasets with missing values.

Shadbahr T, Roberts M, Stanczuk J, Gilbey J, Teare P, Dittmer S, Thorpe M, Torné RV, Sala E, Lió P, Patel M, Preller J; AIX-COVNET Collaboration; Rudd JHF, Mirtti T, Rannikko AS, Aston JAD, Tang J, Schönlieb CB. Shadbahr T, et al. Commun Med (Lond). 2023 Oct 6;3(1):139. doi: 10.1038/s43856-023-00356-z. Commun Med (Lond). 2023. PMID: 37803172 Free PMC article.

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