Vít Nováček - Publications, H-index & Citations

Vít Nováček

ollscoil na gaillimhe-university of galway

14H指数

90论文数

996被引数

收录论文 9

发表时间

Large language model vs. traditional machine learning: Evaluating predictive models for early detection of tumor relapse 大型语言模型与传统机器学习：评估早期检测肿瘤复发的预测模型

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-07-01

PREAI

Timilsina, Mohan; Buosi, Samuele; Torrente, Maria; Provencio, Mariano; Cobo, Manuel; Abreu, Delvys Rodriguez; Castro, Rafael Lopez; Carcereny, Enric; Curry, Edward; Novacek, Vit

Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings 基于非整倍体填补评分和知识图谱嵌入的早期非小细胞肺癌患者复发概率的机器学习估计

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-01-01

OAAI

Buosi, Samuele; Timilsina, Mohan; Janik, Adrianna; Costabello, Luca; Torrente, Maria; Provencio, Mariano; Fey, Dirk; Novacek, Vit

Extraction, Labeling, Clustering, and Semantic Mapping of Segments From Clinical Notes

IEEE TRANSACTIONS ON NANOBIOSCIENCE

IF4.4

2023-10-01

PREAI

Zelina, Petr; Halamkova, Jana; Novacek, Vit

Machine Learning-Assisted Recurrence Prediction for Patients With Early-Stage Non-Small-Cell Lung Cancer

JCO CLINICAL CANCER INFORMATICS

IF2.8

2023-07-01

OAAI

Janik, Adrianna; Torrente, Maria; Costabello, Luca; Calvo, Virginia; Walsh, Brian; Camps, Carlos; Mohamed, Sameh K.; Ortega, Ana L.; Novacek, Vit; Massuti, Bartomeu; Minervini, Pasquale; Garcia Campelo, M. Rosario; del Barco, Edel; Bosch-Barrera, Joaquim; Menasalvas, Ernestina; Timilsina, Mohan; Provencio, Mariano

Boundary heat diffusion classifier for a semi-supervised learning in a multilayer network embedding

NEURAL NETWORKS

IF6.3

2022-12-01

OAAI

Timilsina, Mohan; Novacek, Vit; d'Aquin, Mathieu; Yang, Haixuan

Accurate prediction of kinase-substrate networks using knowledge graphs

plos biology

IF3.6

2020-12-03

OAAI

Novacek, Vit; McGauran, Gavin; Matallanas, David; Blanco, Adrian Vallejo; Conca, Piero; Munoz, Emir; Costabello, Luca; Kanakaraj, Kamalesh; Nawaz, Zeeshan; Walsh, Brian; Mohamed, Sameh K.; Vandenbussche, Pierre-Yves; Ryan, Colm; Kolch, Walter; Fey, Dirk

Biological applications of knowledge graph embedding models

BRIEFINGS IN BIOINFORMATICS

IF7.7

2020-02-17

OAAI

Mohamed, Sameh K.; Nounu, Aayah; Novacek, Vit

Facilitating prediction of adverse drug reactions by using knowledge graphs and multi-label learning models

BRIEFINGS IN BIOINFORMATICS

IF7.7

2017-08-18