Victor M. Campello

Joined

February 2025

Names

Victor M. Campello (Preferred)

Emails

****@ub.edu (Confirmed)

****@gmail.com (Confirmed)

****@pm.me (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Departament de Matemàtiques i Informàtica, Universitat de Barcelona (ub.edu)

2023 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Karim Lekadir

2019 – 2023

PhD Advisor

Santi Seguí

2019 – 2023

Coauthor

Sotirios A. Tsaftaris

2022 – 2022

Expertise

Deep learning for low-resource settings

2023 – 2025

Domain generalization

domain adaptation

harmonization

transfer learning

2018 – 2023

Publications

PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images
Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu et al. (9 additional authors not shown)
- Medical Image Anal. 2025
- Readers: Everyone
Segment Anything Model for fetal head-pubic symphysis segmentation in intrapartum ultrasound image analysis
Zihao Zhou, Yaosheng Lu, Jieyun Bai, Víctor M. Campello, Fan Feng, Karim Lekadir
- Expert Syst. Appl. 2025
- Readers: Everyone
Fetal Head and Pubic Symphysis Segmentation in Intrapartum Ultrasound Image Using a Dual-Path Boundary-Guided Residual Network
Zhensen Chen, Yaosheng Lu, Shun Long, Víctor M. Campello, Jieyun Bai, Karim Lekadir
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
Efficient MedSAMs: Segment Anything in Medical Images on Laptop
Jun Ma, Feifei Li, Sumin Kim, Reza Asakereh, Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Alexander Pfefferle, Muxin Wei, Ruochen Gao, Donghang Lyu, Songxiao Yang, Lennart Purucker, Zdravko Marinov, Marius Staring, Haisheng Lu, Thuy Thanh Dao, Xincheng Ye, Zhi Li, Gianluca Brugnara, Philipp Vollmuth et al. (62 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Generalizability in multi-centre cardiac image analysis with machine learning
Víctor M. Campello
- undefined 2024
- Readers: Everyone
SpeChrOmics: A Biomarker Characterization Framework for Medical Hyperspectral Imaging
Ajibola Oladokun, Bessie Malila, Víctor M. Campello, Muki Shey, Tinashe E. M. Mutsvangwa
- MICCAI (3) 2024
- Readers: Everyone
Democratizing AI in Africa: FL for Low-Resource Edge Devices
Jorge Fabila, Víctor M. Campello, Carlos Martín-Isla, Johnes Obungoloch, Kinyera Leo, Amodoi Ronald, Karim Lekadir
- CoRR 2024
- Readers: Everyone
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning
Jianmei Jiang, Huijin Wang, Jieyun Bai, Shun Long, Shuangping Chen, Víctor M. Campello, Karim Lekadir
- MICCAI (1) 2024
- Readers: Everyone
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge
Carlos Martín-Isla, Víctor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz et al. (20 additional authors not shown)
- IEEE J. Biomed. Health Informatics 2023
- Readers: Everyone
Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries
Carla Sendra-Balcells, Víctor M. Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa A. Elattar, Benard Ohene Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z. Wanyonyi, Marleen Temmerman, Kamil Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir
- CoRR 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 230 co-authors