Vien Ngoc Dang - Publications, H-index & Citations

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Vien Ngoc Dang

university of barcelona

4H-index

14Paper Count

100Citation Count

Published Papers 5

Publication Date

Bias and Fairness in Radiomics: A Comparative Analysis of Machine Learning Models on Four Oncology Datasets

International Journal of Imaging Systems and Technology

IF2.5

2026-03-05

OAAI

Esmeralda Ruiz Pujadas; Jerónimo Hernández-González; Vien Ngoc Dang; Marina Camacho; Karim Lekadir; Martijn P. A. Starmans

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Fairness-Aware Data Augmentation for Cardiac MRI Using Text-Conditioned Diffusion Models

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

PREAI

Skorupko, Grzegorz; Osuala, Richard; Szafranowska, Zuzanna; Kushibar, Kaisar; Dang, Vien Ngoc; Aung, Nay; Petersen, Steffen E.; Lekadir, Karim; Gkontra, Polyxeni

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Empirical Comparison of Post-processing Debiasing Methods for Machine Learning Classifiers in Healthcare

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2025-03-01

OAAI

Dang, Vien Ngoc; Campello, Victor M.; Hernandez-Gonzalez, Jeronimo; Lekadir, Karim

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Fairness and bias correction in machine learning for depression prediction across four study populations

SCIENTIFIC REPORTS

IF3.9

2024-04-03

OAAI

Dang, Vien Ngoc; Cascarano, Anna; Mulder, Rosa H.; Cecil, Charlotte; Zuluaga, Maria A.; Hernandez-Gonzalez, Jeronimo; Lekadir, Karim

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Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation

MEDICAL IMAGE ANALYSIS

IF11.8

2022-01-01

OAAI

Vien Ngoc Dang; Galati, Francesco; Cortese, Rosa; Di Giacomo, Giuseppe; Marconetto, Viola; Mathur, Prateek; Lekadir, Karim; Lorenzi, Marco; Prados, Ferran; Zuluaga, Maria A.

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Research Directions