Susana Vinga - Publications, H-index & Citations

Susana Vinga

Universidade de Lisboa

28H指数

174论文数

4.3K被引数

收录论文 42

发表时间

Automatic metabolic breast cancer staging using [¹⁸F]FDG PET/CT: comparison with nuclear medicine physician-based and clinical staging 使用 [FDG PET/CT] 进行自动代谢乳腺癌分期: 与基于核医学医师和临床分期的比较

European Journal of Nuclear Medicine and Molecular Imaging

IF7.6

2026-06-19

OAAI

Cláudia Santos Constantino; Carla Oliveira; Francisco P. M. Oliveira; Inês Moreira; Andrea DeCensi; Susana Vinga; Durval C. Costa

MOHVAE-B: A Hierarchical Variational Autoencoder-Bayesian Network Framework for Multi-Omics Integration and Glioma Biomarker Discovery MOHVAE-B：一种用于多组学整合和胶质瘤生物标志物发现的分层变分自编码器-贝叶斯网络框架

BioMedInformatics

IF0

2026-05-18

PREAI

da Silva, Frederico Marques; Vinga, Susana; Carvalho, Alexandra M.

Uncovering Latent Structure in Gliomas Using Multi-Omics Factor Analysis 利用多组学因子分析揭示胶质瘤中的潜在结构

Genes

IF2.8

2026-05-02

OAAI

Catarina Gameiro Carvalho; Alexandra M. Carvalho; Susana Vinga

A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches Baião A, Cai Z, Poulos R, Robinson P, Reddel R, Zhong Q, et al. 多组学数据整合方法的技术综述：从经典统计方法到深度生成方法。Brief Bioinform. (2025) 26:bbaf355. doi: 10.1093/bib/bbaf355

BRIEFINGS IN BIOINFORMATICS

IF7.7

2025-07-01

OAAI

Baiao, Ana R.; Cai, Zhaoxiang; Poulos, Rebecca C.; Robinson, Phillip J.; Reddel, Roger R.; Zhong, Qing; Vinga, Susana; Goncalves, Emanuel

Enhancing Prognostic Signatures in Glioblastoma with Feature Selection and Regularised Cox Regression 通过特征选择和正则化Cox回归增强胶质母细胞瘤预后特征

GENES

IF2.8

2025-04-23

OAAI

Leitao, Beatriz N.; Verissimo, Andre; Carvalho, Alexandra M.; Vinga, Susana

The Use of Maximum-Intensity Projections and Deep Learning Adds Value to the Fully Automatic Segmentation of Lesions Avid for [18F]FDG and [68Ga]Ga-PSMA in PET/CT 最大强度投影和深度学习的使用为PET/CT中 [18F]FDG和 [68Ga] ga-psma的病变全自动分割增加了价值

JOURNAL OF NUCLEAR MEDICINE

IF9.1

2025-03-13

PREAI

Constantino, Claudia S.; Oliveira, Francisco P. M.; Machado, Marisa; Vinga, Susana; Costa, Durval C.

Synthetic augmentation of cancer cell line multi-omic datasets using unsupervised deep learning

NATURE COMMUNICATIONS

IF15.7

2024-11-29

OAAI

Cai, Zhaoxiang; Apolinario, Sofia; Baiao, Ana R.; Pacini, Clare; Sousa, Miguel D.; Vinga, Susana; Reddel, Roger R.; Robinson, Phillip J.; Garnett, Mathew J.; Zhong, Qing; Goncalves, Emanuel

Using Markov chains and temporal alignment to identify clinical patterns in Dementia

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-04-01

OAAI

Costa, Luisa Marote; Colaco, Joao; Carvalho, Alexandra M.; Vinga, Susana; Teixeira, Andreia Sofia

Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions

TOXINS

IF4

2022-09-30

OAAI

Patricio, Andre; Lopes, Marta B.; Costa, Pedro Reis; Costa, Rafael S.; Henriques, Rui; Vinga, Susana

Kidney Cancer Biomarker Selection Using Regularized Survival Models

CELLS

IF5.2

2022-07-27

OAAI

Peixoto, Carolina; Martins, Marta; Costa, Luis; Vinga, Susana

Differential diagnosis of developmental defects of enamel: a review

ANNALS OF MEDICINE

IF4.3

2021-09-28

OAAI

Castro, Maria Joana; Mendes, Jose Joao; Vinga, Susana; de Andrade, David Casimiro

Spatiotemporal Correlation Feature Spaces to Support Anomaly Detection in Water Distribution Networks

WATER

IF3

2021-09-17

OAAI

Gomes, Susana C.; Vinga, Susana; Henriques, Rui

Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis

JMIR MEDICAL INFORMATICS

IF3.8

2021-07-30

OAAI

Barata, Carolina; Rodrigues, Ana Maria; Canhao, Helena; Vinga, Susana; Carvalho, Alexandra M.

Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis

BIODATA MINING

IF6.1

2021-04-14

OAAI

Constantino, Claudia S.; Carvalho, Alexandra M.; Vinga, Susana

A comprehensive evaluation of binning methods to recover human gut microbial species from a non-redundant reference gene catalog

genomics proteomics bioinformatics

IF2.8

2021-03-01

OAAI

Borderes, Marianne; Gasc, Cyrielle; Prestat, Emmanuel; Ferrarini, Mariana Galvao; Vinga, Susana; Boucinha, Lilia; Sagot, Marie-France

TCox: Correlation-Based Regularization Applied to Colorectal Cancer Survival Data

BIOMEDICINES

IF3.9

2020-11-10

OAAI

Peixoto, Carolina; Lopes, Marta B.; Martins, Marta; Costa, Luis; Vinga, Susana

Structured sparsity regularization for analyzing high-dimensional omics data

BRIEFINGS IN BIOINFORMATICS

IF7.7

2020-06-29

PREAI

Vinga, Susana

AliClu - Temporal sequence alignment for clustering longitudinal clinical data

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-12-30

OAAI

Rama, Kishan; Canhao, Helena; Carvalho, Alexandra M.; Vinga, Susana

Benchmarking of alignment-free sequence comparison methods

GENOME BIOLOGY

IF9.4

2019-07-25

130

OAAI

Zielezinski, Andrzej; Girgis, Hani Z.; Bernard, Guillaume; Leimeister, Chris-Andre; Tang, Kujin; Dencker, Thomas; Lau, Anna Katharina; Roehling, Sophie; Choi, Jae Jin; Waterman, Michael S.; Comin, Matteo; Kim, Sung-Hou; Vinga, Susana; Almeida, Jonas S.; Chan, Cheong Xin; James, Benjamin T.; Sun, Fengzhu; Morgenstern, Burkhard; Karlowski, Wojciech M.

Bridging computer science and bioengineering for the multiscale modeling of biological systems

ANNALS OF MEDICINE

IF4.3

2019-05-28

OAAI

Vinga, Susana

研究方向