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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
Towards robust partially supervised multi-structure medical image segmentation on small-scale data
Nanqing Dong
,
Michael Kampffmeyer
,
Xiaodan Liang
,
Min Xu
,
Irina Voiculescu
,
Eric P. Xing
2022 (modified: 09 Nov 2022)
Appl. Soft Comput. 2022
Readers:
Everyone
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy
Sharib Ali
,
Mariia Dmitrieva
,
Noha M. Ghatwary
,
Sophia Bano
,
Gorkem Polat
,
Alptekin Temizel
,
Adrian Krenzer
,
Amar Hekalo
,
Yun Bo Guo
,
Bogdan J. Matuszewski
,
Mourad Gridach
,
Irina Voiculescu
,
Vishnusai Yoganand
,
Arnav Chavan
,
Aryan Raj
,
Nhan T. Nguyen
,
Dat Q. Tran
,
Lê Duy Huynh
,
Nicolas Boutry
,
Shahadate Rezvy
et al. (17 additional authors not shown)
2021 (modified: 16 Nov 2022)
Medical Image Anal. 2021
Readers:
Everyone
Towards Robust Medical Image Segmentation on Small-Scale Data with Incomplete Labels
Nanqing Dong
,
Michael Kampffmeyer
,
Xiaodan Liang
,
Min Xu
,
Irina Voiculescu
,
Eric P. Xing
2020 (modified: 10 Nov 2025)
CoRR 2020
Readers:
Everyone
A translational pathway of deep learning methods in GastroIntestinal Endoscopy
Sharib Ali
,
Mariia Dmitrieva
,
Noha M. Ghatwary
,
Sophia Bano
,
Gorkem Polat
,
Alptekin Temizel
,
Adrian Krenzer
,
Amar Hekalo
,
Yun Bo Guo
,
Bogdan J. Matuszewski
,
Mourad Gridach
,
Irina Voiculescu
,
Vishnusai Yoganand
,
Arnav Chavan
,
Aryan Raj
,
Nhan T. Nguyen
,
Dat Q. Tran
,
Lê Duy Huynh
,
Nicolas Boutry
,
Shahadate Rezvy
et al. (17 additional authors not shown)
2020 (modified: 01 Nov 2022)
CoRR 2020
Readers:
Everyone
Deep Learning in Medical Ultrasound Image Segmentation: a Review
Ziyang Wang
,
Zhengdong Zhang
,
Jian-Qing Zheng
,
Baoru Huang
,
Irina Voiculescu
,
Guang-Zhong Yang
Published: 01 Jan 2020, Last Modified: 11 May 2023
CoRR 2020
Readers:
Everyone
Co-Authors
Adam Bailey
Adrian Krenzer
Alptekin Temizel
Amar Hekalo
Anand Subramanian
Arnav Chavan
Aryan Raj
Baoru Huang
Barbara Braden
Bogdan J. Matuszewski
Christian Daul
Danail Stoyanov
Dat Q. Tran
Dominique Lamarque
Eric P. Xing
Gorkem Polat
Guang-Zhong Yang
Haijian Chen
Hongyu Hu
James E. East
Jens Rittscher
Jian-Qing Zheng
Lê Duy Huynh
Mariia Dmitrieva
Michael Kampffmeyer
View all 46 co-authors