Francisco Vasconcelos

Assistant Professor, Computer Science, University College London, University of London

Joined

July 2019

Names

Emails

****@ucl.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Assistant Professor

Computer Science, University College London, University of London (ucl.ac.uk)

Present

Advisors, Relations & Conflicts

Postdoc Advisor

Danail Stoyanov

2016 – 2019

PhD Advisor

Joao Barreto

2012 – 2016

Expertise

Deep learning in medicine

2018 – Present

Medical Imaging

2016 – Present

Surgical Imaging

2016 – Present

Geometric Calibration

2012 – Present

Multiple View Geometry

2012 – Present

Visual SLAM

2012 – Present

Publications

DeSmoke-LAP: improved unpaired image-to-image translation for desmoking in laparoscopic surgery
Yirou Pan, Sophia Bano, Francisco Vasconcelos, Hyun Park, Taikyeong Ted. Jeong, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
Large-scale surgical workflow segmentation for laparoscopic sacrocolpopexy
Yitong Zhang, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, Francisco Vasconcelos
- 2022 (modified: 01 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
Deep learning-based plane pose regression in obstetric ultrasound
Chiara Di Vece, Brian Dromey, Francisco Vasconcelos, Anna L. David, Donald Peebles, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
Robust fetoscopic mosaicking from deep learned flow fields
Oluwatosin Alabi, Sophia Bano, Francisco Vasconcelos, Anna L. David, Jan Deprest, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
Retrieval of Surgical Phase Transitions Using Reinforcement Learning
Yitong Zhang, Sophia Bano, Ann-Sophie Page, Jan Deprest, Danail Stoyanov, Francisco Vasconcelos
- 2022 (modified: 01 Nov 2022)
- MICCAI (8) 2022
- Readers: Everyone
Reducing prediction volatility in the surgical workflow recognition of endoscopic pituitary surgery
Adrito Das, Sophia Bano, Francisco Vasconcelos, Danyal Z. Khan, Hani J. Marcus, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- Int. J. Comput. Assist. Radiol. Surg. 2022
- Readers: Everyone
FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy
Sophia Bano, Alessandro Casella, Francisco Vasconcelos, Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Fabrice Mériaudeau, Chiara Lena, Ilaria Anita Cintorrino, Gaia Romana De Paolis, Jessica Biagioli, Daria Grechishnikova, Jing Jiao, Bizhe Bai, Yanyan Qiao, Binod Bhattarai, Rebati Raman Gaire, Ronast Subedi, Eduard Vazquez, Szymon Plotka et al. (11 additional authors not shown)
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Super-Focus: Domain Adaptation for Embryo Imaging via Self-supervised Focal Plane Regression
Chloe He, Céline Jacques, Jérôme Chambost, Jonas Malmsten, Koen Wouters, Thomas Fréour, Nikica Zaninovic, Cristina Hickman, Francisco Vasconcelos
- 2022 (modified: 01 Nov 2022)
- MICCAI (2) 2022
- Readers: Everyone
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence
Rema Daher, Francisco Vasconcelos, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone
Learning-Based Keypoint Registration for Fetoscopic Mosaicking
Alessandro Casella, Sophia Bano, Francisco Vasconcelos, Anna L. David, Dario Paladini, Jan Deprest, Elena De Momi, Leonardo S. Mattos, Sara Moccia, Danail Stoyanov
- 2022 (modified: 01 Nov 2022)
- CoRR 2022
- Readers: Everyone

View all 48 publications

Co-Authors

View all 97 co-authors