Detalhe da pesquisa
1.
Comparison of pulmonary and small airways function between idiopathic inflammatory myopathies patients with and without interstitial lung disease.
Clin Exp Rheumatol
; 42(2): 337-343, 2024 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-37382448
2.
Enhancing medical data quality through data curation: a case study in primary Sjögren's syndrome.
Clin Exp Rheumatol
; 37 Suppl 118(3): 90-96, 2019.
Artigo
em Inglês
| MEDLINE | ID: mdl-31287405
3.
3D clustering of gene expression data from systemic autoinflammatory diseases using self-organizing maps (Clust3D).
Comput Struct Biotechnol J
; 23: 2152-2162, 2024 Dec.
Artigo
em Inglês
| MEDLINE | ID: mdl-38827234
4.
FHBF: Federated hybrid boosted forests with dropout rates for supervised learning tasks across highly imbalanced clinical datasets.
Patterns (N Y)
; 5(1): 100893, 2024 Jan 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-38264722
5.
Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures.
Front Pain Res (Lausanne)
; 5: 1372814, 2024.
Artigo
em Inglês
| MEDLINE | ID: mdl-38601923
6.
An explainable machine learning-driven proposal of pulmonary fibrosis biomarkers.
Comput Struct Biotechnol J
; 21: 2305-2315, 2023.
Artigo
em Inglês
| MEDLINE | ID: mdl-37007651
7.
AI-Enhanced Predictive Modeling for Identifying Depression and Delirium in Cardiovascular Patients Scheduled for Cardiac Surgery.
Diagnostics (Basel)
; 14(1)2023 Dec 27.
Artigo
em Inglês
| MEDLINE | ID: mdl-38201376
8.
Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones.
Sci Rep
; 13(1): 714, 2023 01 13.
Artigo
em Inglês
| MEDLINE | ID: mdl-36639671
9.
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.
Annu Int Conf IEEE Eng Med Biol Soc
; 2023: 1-4, 2023 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-38083761
10.
Bayesian Inference-Based Gaussian Mixture Models With Optimal Components Estimation Towards Large-Scale Synthetic Data Generation for In Silico Clinical Trials.
IEEE Open J Eng Med Biol
; 3: 108-114, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36860496
11.
A "smart" Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures.
Annu Int Conf IEEE Eng Med Biol Soc
; 2022: 1049-1052, 2022 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-36086027
12.
Machine Learning Models for Cardiovascular Disease Events Prediction.
Annu Int Conf IEEE Eng Med Biol Soc
; 2022: 1066-1069, 2022 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-36085658
13.
Predicting the need for mechanical ventilation and mortality in hospitalized COVID-19 patients who received heparin.
Annu Int Conf IEEE Eng Med Biol Soc
; 2022: 1020-1023, 2022 07.
Artigo
em Inglês
| MEDLINE | ID: mdl-36086001
14.
ICU admission and mortality classifiers for COVID-19 patients based on subgroups of dynamically associated profiles across multiple timepoints.
Comput Biol Med
; 141: 105176, 2022 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-35007991
15.
Small airways dysfunction in patients with systemic sclerosis and interstitial lung disease.
Front Med (Lausanne)
; 9: 1016898, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36452897
16.
Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning.
JMIR Med Inform
; 10(2): e30483, 2022 Feb 02.
Artigo
em Inglês
| MEDLINE | ID: mdl-35107432
17.
Addressing the clinical unmet needs in primary Sjögren's Syndrome through the sharing, harmonization and federated analysis of 21 European cohorts.
Comput Struct Biotechnol J
; 20: 471-484, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35070169
18.
Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 1670-1673, 2021 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-34891606
19.
A computational workflow for the detection of candidate diagnostic biomarkers of Kawasaki disease using time-series gene expression data.
Comput Struct Biotechnol J
; 19: 3058-3068, 2021.
Artigo
em Inglês
| MEDLINE | ID: mdl-34136104
20.
Variational Gaussian Mixture Models with robust Dirichlet concentration priors for virtual population generation in hypertrophic cardiomyopathy: a comparison study.
Annu Int Conf IEEE Eng Med Biol Soc
; 2021: 1674-1677, 2021 11.
Artigo
em Inglês
| MEDLINE | ID: mdl-34891607