Detalhe da pesquisa
1.
VPatho: a deep learning-based two-stage approach for accurate prediction of gain-of-function and loss-of-function variants.
Brief Bioinform
; 24(1)2023 01 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-36528806
2.
Improving protein-protein interaction prediction using protein language model and protein network features.
Anal Biochem
; 693: 115550, 2024 Apr 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-38679191
3.
OncoRTT: Predicting novel oncology-related therapeutic targets using BERT embeddings and omics features.
Front Genet
; 14: 1139626, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37091791
4.
Exploiting machine learning models to identify novel Alzheimer's disease biomarkers and potential targets.
Sci Rep
; 13(1): 4979, 2023 03 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-36973386
5.
A deep learning model predicts the presence of diverse cancer types using circulating tumor cells.
Sci Rep
; 13(1): 21114, 2023 11 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-38036622
6.
Affinity2Vec: drug-target binding affinity prediction through representation learning, graph mining, and machine learning.
Sci Rep
; 12(1): 4751, 2022 03 19.
Artigo
em Inglês
| MEDLINE | ID: mdl-35306525
7.
Combining biomedical knowledge graphs and text to improve predictions for drug-target interactions and drug-indications.
PeerJ
; 10: e13061, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35402106
8.
Identification of the ubiquitin-proteasome pathway domain by hyperparameter optimization based on a 2D convolutional neural network.
Front Genet
; 13: 851688, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35937990
9.
MetastaSite: Predicting metastasis to different sites using deep learning with gene expression data.
Front Mol Biosci
; 9: 913602, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35936793
10.
Application and evaluation of knowledge graph embeddings in biomedical data.
PeerJ Comput Sci
; 7: e341, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-33816992
11.
MetaCancer: A deep learning-based pan-cancer metastasis prediction model developed using multi-omics data.
Comput Struct Biotechnol J
; 19: 4404-4411, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34429856
12.
Predicting Bone Metastasis Using Gene Expression-Based Machine Learning Models.
Front Genet
; 12: 771092, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34858485
13.
DTi2Vec: Drug-target interaction prediction using network embedding and ensemble learning.
J Cheminform
; 13(1): 71, 2021 Sep 22.
Artigo
em Inglês
| MEDLINE | ID: mdl-34551818
14.
DTiGEMS+: drug-target interaction prediction using graph embedding, graph mining, and similarity-based techniques.
J Cheminform
; 12(1): 44, 2020 Jun 29.
Artigo
em Inglês
| MEDLINE | ID: mdl-33431036