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Irina Voiculescu : Publications

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@inproceedings{2022-mccouat-voiculescu,
  title = "Contour-Hugging Heatmaps for Landmark Detection",
  author = "James McCouat and  Irina Voiculescu",
  year = "2022",
  month = "June",
  organization = "Conference on Computer Vision and Pattern Recognition (CVPR)",
}
@article{dong2022towards,
  title = "Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data",
  author = "Nanqing Dong and Michael Kampffmeyer and Xiaodan Liang and Min Xu and Irina Voiculescu and Eric Xing",
  year = "2022",
  journal = "Applied Soft Computing",
  keywords = "Deep learning; Partially supervised learning; Data scarcity; Medical image segmentation",
  publisher = "Elsevier",
  doi = "https://doi.org/10.1016/j.asoc.2021.108074",
}
@conference{2021-ecml-dong-kampffmeier-voiculescu,
  title = "Self-supervised multi-task representation learning for sequential medical images",
  author = "Nanqing Dong and Michael Kampffmeier and Irina Voiculescu",
  year = "2021",
  month = "September",
  organization = "The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 21)",
}
@conference{2021-miccai-dong-voiculescu,
  title = "Federated Contrastive Learning for Decentralized Unlabeled Medical Images",
  author = "Nanqing Dong and Irina Voiculescu",
  year = "2021",
  location = "virtual",
  month = "September",
  organization = "Medical Image Computing and Computer Assisted Intervention (MICCAI)",
}
@conference{icip2020wang,
  title = "RAR-U-Net: a Residual Encoder to Attention Decoder by Residual Connections Framework for Spine Segmentation under Noisy Labels",
  author = "Ziyang Wang and Zhengdong Zhang and Irina Voiculescu",
  year = "2021",
  location = "Anchorage, Alaska",
  month = "September",
  organization = "The 28th IEEE International Conference on Image Processing (IEEE - ICIP)",
}
@conference{isbi-mccouat-glynjones-voiculescu,
  title = "Automatically Diagnosing Hip Conditions from X-rays using Landmark Detection",
  author = "James McCouat and Sion Glyn-Jones and  Irina Voiculescu",
  year = "2021",
  month = "April",
  organization = "International Symposium on Biomedical Imaging (ISBI)",
}
@conference{2021-gridach-voiculescu-dopnet,
  title = "DOPNet: Densely Oriented Pooling Network for Medical Image Segmentation",
  author = "Mourad Gridach and Irina Voiculescu",
  year = "2021",
  month = "April",
  organization = "International Symposium on Biomedical Imaging (ISBI)",
}
@article{endocv2020,
  title = "Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy",
  author = "Sharib Ali et al.",
  year = "2021",
  journal = "Medical Image Analysis",
  number = "MEDIA-D-20-01236R1",
}
@conference{figurecopy2020,
  title = "Automated Scoring of Drawings from a Tablet-Based Complex Figure Copy Task",
  author = "Sam S Webb and Margaret Jane Moore and Anna Yamshchikova, and Valeska Kozik and Mihaela D Duta and Irina Voiculescu and Nele Demeyere",
  year = "2020",
  month = "December",
  organization = "UK Stroke Forum",
  url = "https://www.youtube.com/watch?v=dA663IHbA3s&feature=youtu.be",
}
@article{2020simpletug,
  title = "Simplifying TugGraph using Zipping Algorithms",
  author = "Stuart Golodetz and Anurag Arnab and Irina Voiculescu and Stephen Cameron",
  year = "2020",
  journal = "Pattern Recognition",
  pages = "107257",
  volume = "103",
  doi = "https://doi.org/10.1016/j.patcog.2020.107257",
}
@inproceedings{mgivdblp2020,
  title = "OXENDONET: A Dilated Convolutional Neural Networks For Endoscopic Artefact Segmentation",
  author = "Mourad Gridach and  Irina Voiculescu",
  year = "2020",
  pages = "26--29",
  publisher = "CEUR-WS.org",
  series = "CEUR Workshop Proceedings",
  volume = "2595",
}
@article{2018-hipseg,
  title = "Segmentation of Hip Cartilage in Compositional Magnetic Resonance Imaging: A Fast, Accurate, Reproducible, and Clinically Viable Semi-Automated Methodology",
  author = "Scott Fernquest and Daniel Park and Marija Marcan and Antony Palmer and  Irina Voiculescu and Sion Glyn-Jones",
  year = "2018",
  journal = "Journal of Orthopaedic Research",
  doi = "10.1002/jor.23881",
}
@article{2018_metrics,
  title = "A family of boundary overlap measures for the evaluation of medical image segmentation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2018",
  journal = "SPIE Journal of Medical Imaging",
  pages = "015006",
  series = "5",
  volume = "1",
  doi = "10.1117/1.JMI.5.1.015006",
}
@conference{wacv2018,
  title = "Path reducing watershed for the GPU",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2018",
  organization = "IEEE Winter Conf. on Applications of Computer Vision",
}
@conference{spie-interpolation,
  title = "Interpolation of 3D slice volume data for 3D printing",
  author = "Samuel Littley and Irina Voiculescu",
  year = "2017",
  booktitle = "Proceedings of SPIE Medical Imaging",
  month = "February",
  organization = "SPIE International Society for Optics and Photonics",
  doi = "10.1117/12.2254616",
}
@conference{spie-validation,
  title = "Boundary Overlap for Medical Image Segmentation Evaluation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2017",
  booktitle = "Proceedings of SPIE Medical Imaging",
  month = "February",
  organization = "SPIE International Society for Optics and Photonics",
  doi = "10.1117/12.2254496",
}
@article{zipping2017,
  title = "Simpler Editing of Graph-Based Segmentation Hierarchies using Zipping Algorithms",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2017",
  journal = "Pattern Recognition",
  month = "October",
  pages = "44-59",
  volume = "70",
}
@inproceedings{park2017,
  title = "Semi--automated Segmentation of Hip Cartilage in Physiological Magnetic Resonance Imaging: A Fast, Accurate, and Clinically Viable Methodology",
  author = "Daniel J Park and Scott Fernquest and Marija Marcan and Antony Palmer and Irina Voiculescu and Sion Glyn--Jones.",
  year = "2017",
  organization = "International Society for Magnetic Resonance in Medicine (ISMRM) 25th Annual Meeting",
}
@inproceedings{evostar2017,
  title = "Avenues for the Use of Multi–State Cellular Automata",
  author = "Laura Diosan and Anca Andreica and Imre Boros and Irina Voiculescu",
  year = "2017",
  booktitle = "Proceedings of Evolutionary Algorithms and Complex Systems",
  organization = "EvoStar",
}
@misc{mokrane17,
  title = "Reinforcement learning techniques for the assessment of murine MicroCT images",
  author = "Mokrane Gaci and  Edoardo Pirovano and Navraj S Nagra and Sarah J B Snelling and Irina Voiculescu",
  year = "2017",
  journal = "Oxford Imaging Festival",
}
@misc{vardwom17,
  title = "Boundary overlap for medical image segmentation evaluation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2017",
  journal = "Oxbridge Women in Computer Science Conference",
}
@misc{vardcs17,
  title = "Novel Parallel Watershed for Faster Image Partitioning",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2017",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2017",
}
@inproceedings{casynasc,
  title = "Parameterized Cellular Automata in Image Segmentation",
  author = "Laura Diosan and Anca Andreica and Irina Voiculescu",
  year = "2016",
  booktitle = "18th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)",
  month = "September",
}
@inproceedings{spieknees2016,
  title = "Unsupervised segmentation of MRI knees using image partition forests",
  author = "Marija Marcan and Irina Voiculescu",
  year = "2016",
  booktitle = "SPIE Medical Imaging",
  month = "February",
  organization = "SPIE International Society for Optics and Photonics",
  url = "http://ora.ox.ac.uk/objects/uuid:000d2073-9081-4a5b-b238-021cc7178e49",
}
@inproceedings{spiesegmentation2016,
  title = "Automated 3D Renal Segmentation Based on Image Partitioning",
  author = "Varduhi Yeghiazaryan and Irina D. Voiculescu",
  year = "2016",
  booktitle = "Proceedings of SPIE Medical Imaging",
  month = "February",
  organization = "SPIE International Society for Optics and Photonics",
  url = "http://ora.ox.ac.uk/objects/uuid:1c62a952-7dc9-4b9e-920e-721a5db0283e",
}
@misc{vardwom16,
  title = "Common Evaluation Measures in Medical Image Segmentation: Experimental Comparison",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2016",
  journal = "Oxbridge Women in Computer Science Conference",
}
@misc{vardcs16,
  title = "The Sensitivity to Boundary Errors of Image Segmentation  Evaluation Measures",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2016",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2016",
}
@inproceedings{raad15,
  title = "Towards Robot-Assisted Rehabilitation of Upper Limb Dysfunction",
  author = "Irina Voiculescu and Stephen Cameron and Manfred Zabarauskas and Piotr Kozlowski",
  year = "2015",
  booktitle = "Advances in Robot Design and Intelligent Control",
  isbn = "978-3-319-21289-0",
  journal = "Proceedings of the 24th International Conference on Robotics in Alpe-Adria-Danube Region (RAAD)",
  publisher = "Springer",
  series = "Advances in Intelligent Systems and Computing",
  volume = "371",
  doi = "10.1007/978-3-319-21290-6_35",
}
@techreport{RR-15-08,
  title = "An Overview of Current Evaluation Methods Used in Medical Image Segmentation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2015",
  address = "Oxford, UK",
  institution = "Department of Computer Science",
  number = "RR-15-08",
  pages = "22",
}
@techreport{CS-RR-15-07,
  title = "The Use of Fast Marching Methods in Medical Image Segmentation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2015",
  address = "Oxford, UK",
  institution = "Department of Computer Science",
  number = "CS-RR-15-07",
  pages = "33",
}
@techreport{CS-RR-15-06,
  title = "Simpler Editing of Spatially-Connected Graph Hierarchies using Zipping Algorithms",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2015",
  address = "Oxford, UK",
  institution = "Department of Computer Science",
  number = "CS-RR-15-06",
  pages = "25",
}
@misc{vardwom15,
  title = "Progress towards unsupervised medical image segmentation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2015",
  journal = "Oxbridge Women in Computer Science Conference",
}
@misc{imfest15,
  title = "Towards unsupervised segmentation of the knee from MRI images based on image partition forests",
  author = "Marija Marcan and Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2015",
  journal = "Oxford Imaging Festival",
}
@misc{vardcs15,
  title = "Comparison of Evaluation Methods for Medical Image Segmentation",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2015",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2015",
}
@article{segmentationwaterfall,
  title = "Two Tree-Based Methods for the Waterfall",
  author = "S. M. Golodetz and C. Nicholls and I. D. Voiculescu and S. A. Cameron",
  year = "2014",
  journal = "Pattern Recognition",
  month = "October",
  pages = "3276-3292",
  publisher = "Elsevier",
  url = "http://dx.doi.org/10.1016/j.patcog.2014.04.017",
  volume = "47(10)",
}
@misc{vardwom14,
  title = "Fast Marching Method for Organ Identification in CT Images",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2014",
  journal = "Oxbridge Women in Computer Science Conference",
}
@misc{yeghiazaryan2014,
  title = "Experiments on the Use of Fast Marching for Feature Identification",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2014",
  booktitle = "Proceedings of the Oxford University Department of Computer Science Student Conference 2014",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2014",
  note = "Best Abstract Award",
}
@article{gwynskone_quaternions,
  title = "Doing a Good Turn: The Use of Quaternions for Rotation in Molecular Docking",
  author = "Gwyn Skone and Stephen Cameron and Irina Voiculescu",
  year = "2013",
  address = "Department of Computer Science, Oxford University, Wolfson Building, Parks Road, Oxford, OX1 3QD, United Kingdom",
  affiliation = "Department of Computer Science, Oxford University, Wolfson Building, Parks Road, Oxford, OX1 3QD, United Kingdom",
  journal = "Journal of Chemical Information and Modeling",
  language = "English",
  month = "November",
  url = "http://pubs.acs.org/doi/abs/10.1021/ci4005139?prevSearch=good%2Bturn&searchHistoryKey=",
  doi = "10.1021/ci4005139",
}
@conference{root_finding_workshop,
  title = "Empirical Study of an Evaluation-Based Subdivision Algorithm for Complex Root Isolation",
  author = "Narayan Kamath and Irina Voiculescu and Chee Yap",
  year = "2011",
  location = "San Jose, California",
  month = "Jun 7-9",
  organization = "4th Int'l Workshop on Symbolic Numeric Computation (SNC)",
  pages = "155-164",
}
@inproceedings{gvcispa09,
  title = "Automatic Spine Identification in Abdominal CT Slices using Image Partition Forests",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2009",
  booktitle = "Proceedings of ISPA 2009",
  location = "Salzburg, Austria",
  month = "September",
  url = "http://dphil.gxstudios.net/golodetz-ISPA09.pdf",
}
@inproceedings{drapesas09,
  title = "Creating transformations for matrix obfuscation",
  author = "Stephen Drape and Irina Voiculescu",
  year = "2009",
  booktitle = "Proceedings of SAS 2009",
  institution = "The 16th International Static Analysis Symposium",
  location = "Los Angeles, CA",
  month = "August",
  doi = "10.1007/978-3-642-03237-0_19",
}
@inproceedings{golodetzhsi09,
  title = "Progress on a Decision-Support System for Abdominal CT Scans (Work-in-Progress Paper)",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2009",
  booktitle = "Proceedings of HSI 2009",
  editor = "Lucia Lo Bello and Giancarlo Iannizzotto",
  isbn = "978-1-4244-3960-7",
  keywords = "Decision Support Systems, Information Visualization, Knowledge Based Systems",
  lccn = "2009900916",
  location = "Catania, Italy",
  month = "May",
  note = "Best Paper Award (Telemedicine and e-Health)",
  pages = "116-119",
  url = "http://dphil.gxstudios.net/golodetz-HSI09.pdf",
}
@misc{gvcoucl09,
  title = "The Use of Image Partition Forests for Automatic Spine Identification in Abdominal CT Slices",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2009",
  booktitle = "Proceedings of the Oxford University Computing Laboratory Student Conference 2009",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2009",
  month = "October",
  url = "http://www.comlab.ox.ac.uk/files/2593/RR-09-14.pdf",
}
@misc{nvgoucl09,
  title = "A Simpler Approach to Waterfall",
  author = "Chris Nicholls and Irina Voiculescu and Stuart Golodetz",
  year = "2009",
  booktitle = "Proceedings of the Oxford University Computing Laboratory Student Conference 2009",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2009",
  month = "October",
  url = "http://www.comlab.ox.ac.uk/files/2593/RR-09-14.pdf",
}
@book{gomes_08,
  title = "Implicit Curves and Surfaces: Mathematics, Data Structures and Algorithms",
  author = "Abel  Gomes and Irina Voiculescu and Joaquim Jorge and Bryan Wyvill and Callum Galbraith",
  year = "2009",
  isbn = "978-1-84882-405-8",
  publisher = "Springer Verlag",
  url = "http://www.springer.com/computer/foundations/book/978-1-84882-405-8",
}
@article{skone_09,
  title = "Knowing When To Give Up: Early-Rejection Stratagems in High-Throughput Virtual Screening",
  author = "Gwyn Skone and Irina Voiculescu and Stephen Cameron",
  year = "2009",
  issn = "0920-654X (Print) 1573-4951 (Online)",
  journal = "Journal of Computer-Aided Molecular Design",
  keywords = "ligand docking, empirical scoring function, structure-based drug design, virtual screening, early rejection",
  pages = "715-724",
  url = "http://www.springerlink.com/content/p2w5g1020p665115/fulltext.pdf",
  volume = "23",
  doi = "10.1007/s10822-009-9296-x",
}
@conference{skone_08,
  title = "Basic Strategies for Molecular Docking with Scoring Functions",
  author = "Gwyn Skone and Stephen Cameron and Irina Voiculescu",
  year = "2008",
  booktitle = "German Conference on Bioinformatics",
  location = "Dresden",
  month = "September",
}
@misc{gvcposter08,
  title = "3D Visualization of Abdominal CT Scans using Morphological Segmentation Techniques",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2008",
  month = "September",
  note = "Oxford Biomedical Imaging Festival",
  url = "http://dphil.gxstudios.net/3dvisposter.pdf",
}
@techreport{RR-08-12,
  title = "The Use of Matrices in Obfuscation",
  author = "Stephen Drape and Irina Voiculescu",
  year = "2008",
  institution = "Oxford University Computing Laboratory",
  month = "December",
  number = "RR-08-12",
}
@inproceedings{gvccimi08,
  title = "Region Analysis of Abdominal CT Scans using Image Partition Forests",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2008",
  booktitle = "Proceedings of CSTST 2008",
  copyright = "ACM 978-1-60558-046-3/08/0003",
  location = "Cergy-Pontoise, France",
  month = "October",
  note = "Best Workshop Paper Award",
  pages = "432-7",
  url = "http://dphil.gxstudios.net/golodetz-CIMI08.pdf",
}
@misc{gvcoucl08,
  title = "The Use of Image Partition Forests in the Analysis of Abdominal CT Scans",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2008",
  booktitle = "Proceedings of the Oxford University Computing Laboratory Student Conference 2008",
  journal = "Proceedings of the Oxford University Computing Laboratory Student Conference 2008",
  month = "October",
  url = "http://www.comlab.ox.ac.uk/files/1328/RR-08-10.pdf",
}
@inproceedings{gvc07,
  title = "A Proposed Decision-Support System for (Renal) Cancer Imaging",
  author = "Stuart Golodetz and Irina Voiculescu and Stephen Cameron",
  year = "2007",
  booktitle = "Proceedings of FBIT 2007",
  location = "Korea",
  month = "October",
  url = "http://dphil.gxstudios.net/golodetz-RenalCancerDecisionSupport.pdf",
}
@inproceedings{Shou_03,
  title = "A recursive Taylor method for algebraic curves and surfaces",
  author = "Huahao Shou and Ralph Martin and Guojin Wang and Adrian Bowyer and Irina Voiculescu",
  year = "2003",
  booktitle = "Computational methods for algebraic spline surfaces (COMPASS)",
  editor = "Tor Dokken and Bert Juettler",
  isbn = "3-540-23274-5",
  location = "Schloss Weinberg at Kefermarkt, Austria",
  month = "October",
  pages = "135-155",
  publisher = "Springer Verlag",
}
@article{Shou_02,
  title = "Affine arithmetic in matrix form for polynomial evaluation and algebraic curve drawing",
  author = "Huahao Shou and Ralph Martin and Irina Voiculescu and Adrian Bowyer and Guojin Wang",
  year = "2002",
  journal = "Progress in Natural Science",
  pages = "77-81",
  volume = "12 (1)",
}
@article{Martin_02,
  title = "Comparison of interval methods for plotting algebraic curves",
  author = "Ralph Martin and Huahao Shou and Irina Voiculescu and Adrian Bowyer and Guojin Wang",
  year = "2002",
  journal = "Computer Aided Geometric Design",
  pages = "553-587",
  volume = "Volume 19, Issue 7",
}
@inproceedings{Martin_01,
  title = "A comparison of Bernstein hull and affine arithmetic methods for algebraic curve drawing",
  author = "Ralph Martin and Huahao Shou and Irina Voiculescu and Guojin Wang",
  year = "2001",
  booktitle = "Uncertainty in geometric computations",
  editor = "Joab Winkler and Mareshan Niranjan",
  isbn = "0-7923-7309",
  location = "Sheffield, UK",
  month = "July",
  pages = "143-154",
  publisher = "Kluwer Academic Publishers",
}
@inproceedings{Bowyer_01,
  title = "Affine intervals in a CSG geometric modeller",
  author = "Adrian Bowyer and Ralph Martin and Huahao Shou and Irina Voiculescu",
  year = "2001",
  booktitle = "Uncertainty in  geometric computations",
  editor = "Joab Winkler and Mareshan Niranjan",
  isbn = "0-7923-7309",
  location = "Sheffield, UK",
  month = "July",
  pages = "1-14",
  publisher = "Kluwer Academic Publishers",
}
@inproceedings{Voiculescu_00,
  title = "Interval and Affine Arithmetic for Surface Location of Power- and Bernstein-form Polynomials",
  author = "Irina Voiculescu and Jakob Berchtold and Adrian Bowyer and Ralph R. Martin and Qijiang Zhang",
  year = "2000",
  booktitle = "Mathematics of Surfaces IX",
  editor = "Roberto Cipolla and Ralph Martin",
  isbn = "1-85233-358-8",
  location = "Cambridge, UK",
  month = "September",
  pages = "410-423",
  publisher = "Springer-Verlag",
}
@conference{Bowyer_00,
  title = "Interval Methods in Geometric Modelling",
  author = "Adrian Bowyer and Jakob Berchtold and David Eisenthal and Irina Voiculescu and Kevin Wise",
  year = "2000",
  booktitle = "Geometric Modelling and Processing 2000",
  isbn = "0-7695-0562-7",
  location = "Hong Kong",
  month = "April",
  organization = "IEEE Computer Society",
}