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Irina Voiculescu
Associate Professor, Computer Science, University of Oxford
Joined
February 2019
Names
Irina Voiculescu
(Preferred)
,
Irina Dana Voiculescu
Emails
****@cs.ox.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
Computer Science,
University of Oxford
(ox.ac.uk)
2020
–
Present
Assistant Professor
Computer Science,
University of Oxford
(ox.ac.uk)
1999
–
2019
Advisors, Relations & Conflicts
PhD Advisee
Junayed Naushad
2022
–
Present
PhD Advisee
Ziyang Wang
2019
–
2024
PhD Advisee
James McCouat
2019
–
2023
PhD Advisee
Nanqing Dong
2019
–
2023
PhD Advisee
Stuart Golodetz
2006
–
2011
Expertise
computer vision
,
medical image analysis
Present
semantic segmentation
,
landmark detection
Present
artificial intelligence
,
machine learning
,
semi-supervised learning
Present
Publications
Hairy Ground Truth Enhancement for Semantic Segmentation
Sophie Fischer
,
Irina Voiculescu
CVPR Workshops 2024
Readers:
Everyone
Runtime Freezing: Dynamic Class Loss for Multi-Organ 3D Segmentation
James Willoughby
,
Irina Voiculescu
CoRR 2024
Readers:
Everyone
Super-Trustscore: Reliable Failure Detection for Automated Skin Lesion Diagnosis
Junayed Naushad
,
Irina Voiculescu
ISBI 2024
Readers:
Everyone
Salt & Pepper Heatmaps: Diffusion-informed Landmark Detection Strategy
Julian Wyatt
,
Irina Voiculescu
CoRR 2024
Readers:
Everyone
Improving Automated Ultrasound Infant Hip Screening Using an Integrated Clinical Classification Loss
Allison Clement
,
Abhinav Singh
,
Daniel C. Perry
,
Irina Voiculescu
MIUA (2) 2024
Readers:
Everyone
Runtime Freezing: Dynamic Class Loss for Multi-Organ 3d Segmentation
James Willoughby
,
Irina Voiculescu
ISBI 2024
Readers:
Everyone
Infant Hip Screening Using Multi-Class Ultrasound Scan Segmentation
Andrew Stamper
,
Abhinav Singh
,
James McCouat
,
Irina Voiculescu
ISBI 2023
Readers:
Everyone
Exigent Examiner and Mean Teacher: An Advanced 3D CNN-Based Semi-Supervised Brain Tumor Segmentation Framework
Ziyang Wang
,
Irina Voiculescu
MILLanD@MICCAI 2023
Readers:
Everyone
Federated Partially Supervised Learning With Limited Decentralized Medical Images
Nanqing Dong
,
Michael Kampffmeyer
,
Irina Voiculescu
,
Eric P. Xing
IEEE Trans. Medical Imaging 2023
Readers:
Everyone
Weakly Supervised Medical Image Segmentation Through Dense Combinations of Dense Pseudo-Labels
Ziyang Wang
,
Irina Voiculescu
DEMI@MICCAI 2023
Readers:
Everyone
View all 61 publications
Co-Authors
Abhinav Singh
Adam Bailey
Adrian Bowyer
Adrian Krenzer
Allison Clement
Alptekin Temizel
Amar Hekalo
Anand Subramanian
Anca Andreica
Andrew Stamper
Anurag Arnab
Arnav Chavan
Aryan Raj
Baoru Huang
Barbara Braden
Bogdan J. Matuszewski
C. Nicholls
Chee K. Yap
Christian Daul
Christopher Ramsey
Danail Stoyanov
Daniel C. Perry
Dat Q. Tran
David Eisenthal
David Howell
View all 92 co-authors