Detalhe da pesquisa
1.
Deep learning image analysis quantifies tumor heterogeneity and identifies microsatellite instability in colon cancer.
J Surg Oncol
; 127(3): 426-433, 2023 Mar.
Artigo
em Inglês
| MEDLINE | ID: mdl-36251352
2.
High dimensional model representation of log-likelihood ratio: binary classification with expression data.
BMC Bioinformatics
; 21(1): 156, 2020 Apr 25.
Artigo
em Inglês
| MEDLINE | ID: mdl-32334509
3.
Heuristic algorithms for feature selection under Bayesian models with block-diagonal covariance structure.
BMC Bioinformatics
; 19(Suppl 3): 70, 2018 03 21.
Artigo
em Inglês
| MEDLINE | ID: mdl-29589558
4.
SAMPLER: unsupervised representations for rapid analysis of whole slide tissue images.
EBioMedicine
; 99: 104908, 2024 Jan.
Artigo
em Inglês
| MEDLINE | ID: mdl-38101298
5.
SAMPLER: Empirical distribution representations for rapid analysis of whole slide tissue images.
bioRxiv
; 2023 Aug 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-37577691
6.
Integrative deep learning analysis improves colon adenocarcinoma patient stratification at risk for mortality.
EBioMedicine
; 94: 104726, 2023 Aug.
Artigo
em Inglês
| MEDLINE | ID: mdl-37499603
7.
Deep learning features encode interpretable morphologies within histological images.
Sci Rep
; 12(1): 9428, 2022 06 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-35676395
8.
Binary Classification for Failure Risk Assessment.
Methods Mol Biol
; 2194: 77-105, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-32926363
9.
Optimal Bayesian Filtering for Biomarker Discovery: Performance and Robustness.
IEEE/ACM Trans Comput Biol Bioinform
; 17(1): 250-263, 2020.
Artigo
em Inglês
| MEDLINE | ID: mdl-30040658
10.
Deep learning-based cross-classifications reveal conserved spatial behaviors within tumor histological images.
Nat Commun
; 11(1): 6367, 2020 12 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-33311458