[an error occurred while processing this directive]Department of Computer Science, University of Oxford: Irina Voiculescu : Publications [an error occurred while processing this directive]

Irina Voiculescu : Publications

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@conference{buzzatti-wcor-2025,
  title = "Dynamic CT Kinematic Analysis in Femoroacetabular Impingement: A Proof-of-Concept",
  author = "Luca Buzzatti and Benyameen Keelson and Sion Glyn-Jones and Irina Voiculescu",
  year = "2025",
  location = "London",
  month = "September",
  organization = "World Conference of Orthopaedic Research (WCOR)",
  url = "https://ora.ox.ac.uk/objects/uuid:615efe82-e3c3-42f3-b756-07b9136ce02b",
}
@inproceedings{Clement2025,
  title = "Confidence in Angle Predictions for Clinical Decision Support",
  author = "Clement, Allison and Willoughby, James and Voiculescu, Irina",
  year = "2025",
  booktitle = "Medical Image Computing and Computer-Assisted Intervention (MICCAI)",
  month = "September",
  series = "Lecture Notes in Computer Science",
  url = "https://ora.ox.ac.uk/objects/uuid:1e1aed93-ca62-4c76-9dd3-78714674a7f4",
}
@conference{buzzatti-isb-2025,
  title = "Proof-of-concept of kinematic analysis in FAI patients: a dinamic CT study",
  author = "Luca Buzzatti and Benyameen Keelson and Sion Glyn-Jones and Irina Voiculescu",
  year = "2025",
  location = "Stockholm",
  month = "July",
  organization = "The XXX Congress of the International Society of Biomechanics (ISB)",
  url = "https://ora.ox.ac.uk/objects/uuid:bcb7f3f1-4bab-4e46-a984-31428109a40d",
}
@inproceedings{gabrielyan2025,
  title = "Semantic Segmentation with Spreading Scribbles",
  author = "Yeva Gabrielyan and Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2025",
  month = "July",
  note = "Runner up for Best Paper Award",
  publisher = "Medical Image Understanding and Analysis (MIUA)",
  url = "https://ora.ox.ac.uk/objects/uuid:d3fea6f5-e61b-4917-afb7-5d559fa81c8a",
}
@article{yeghiazaryan-jpdc,
  title = "Parallel Watershed Partitioning: GPU-Based Hierarchical Image Segmentation",
  author = "Varduhi Yeghiazaryan and Yeva Gabrielyan and Irina Voiculescu",
  year = "2025",
  journal = "Parallel and Distributed Computing (JPDC)",
  month = "November",
  publisher = "Elsevier",
  url = "https://doi.org/10.1016/j.jpdc.2025.105140",
}
@inproceedings{diVia2025,
  title = "Are X-ray landmark detection models fair? A preliminary assessment and mitigation strategy",
  author = "Roberto Di Via and Massimiliano Ciranni and Davide Marinelli and Allison Clement and Nikil Patel and Julian Wyatt and Francesca Odone and Matteo Santacesaria and Irina Voiculescu and Vito Pastore",
  year = "2025",
  booktitle = "International Conference on Computer Vision (ICCV)",
  month = "October",
  organization = "Systematic Trust in AI Models (STREAM) Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:18da2a98-a6b9-47a2-92fc-ff5921a96c1d",
}
@inproceedings{fischers2025iccv,
  title = "Quantifying inter-operator variability and its causes for medical semantic segmentation",
  author = "Sophie Fischer and Irina Voiculescu",
  year = "2025",
  booktitle = "International Conference on Computer Vision (ICCV)",
  month = "October",
  organization = "PHAROS - Adaptation, Fairness, Explainability in AI Medical Imaging Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:1731f226-d280-4041-bf25-6914cd9e49d3/files/sbc386m12w",
}
@inproceedings{patel2025handful,
  title = "A Handful of Data: Evaluating Few--Shot Incremental Landmark Detection",
  author = "Nikil Patel and Allison Clement and Julian Wyatt and Roberto Di Via and Davide Marinelli and Massimiliano Ciranni and Vito Paolo Pastore and Irina Voiculescu",
  year = "2025",
  booktitle = "Proceedings of the International Conference on Image Analysis and Processing (ICIAP)",
  publisher = "Springer",
  series = "Lecture Notes in Computer Science",
  url = "https://ora.ox.ac.uk/objects/uuid:274baa45-1f1a-46f8-9c75-a4a61acbce7b",
}
@inproceedings{Clement2024,
  title = "Landmark-Based Screening: Femoral Head Coverage and Graf Classification in\ Infant Developmental Dysplasia of the Hip",
  author = "Clement, Allison and Singh, Abhinav and Voiculescu, Irina",
  year = "2024",
  booktitle = "European Conference on Computer Vision (ECCV)",
  month = "September",
  organization = "Women in Computer Vision (WiCV) Workshop",
  publisher = "Springer Cham",
  url = "https://ora.ox.ac.uk/objects/uuid:91477c27-5f66-4391-92c0-4a7846ddfe34",
}
@inproceedings{Clement2024,
  title = "Improving Automated Ultrasound\\Infant Hip Screening using\\an Integrated Clinical Classification Loss",
  author = "Clement, Allison and Singh, Abhinav and Perry, Daniel and Voiculescu, Irina",
  year = "2024",
  booktitle = "Annual Conference on Medical Image Understanding and Analysis",
  month = "July",
  organization = "Springer",
  url = "https://link.springer.com/chapter/10.1007/978-3-031-66958-3_28",
}
@inproceedings{fischer2024a,
  title = "Hairy ground truth enhancement for semantic segmentation",
  author = "Sophie Fischer and Irina Voiculescu",
  year = "2024",
  booktitle = "Computer Vision and Pattern Recognition (CVPR)",
  month = "June",
  organization = "Data Curation and Augmentation in Medical Imaging (DCAMI) Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:7f323d01-d20a-41b8-bbcf-7f94db382906/files/rh989r419z",
}
@inproceedings{2024-isbi-jniv,
  title = "Super-TrustScore: Reliable Failure Detection for Automated Skin Lesion Diagnosis",
  author = "Junayed Naushad and Irina Voiculescu",
  year = "2024",
  booktitle = "IEEE International Symposium on Biomedical Imaging (ISBI)",
  location = "Athens, Greece",
  month = "May",
  url = "https://ora.ox.ac.uk/objects/uuid:8c70db19-7ad8-42a7-bc27-884f19e31f7c/files/s05741t51n",
}
@inproceedings{2024-isbi-jwiv,
  title = "Runtime Freezing: Dynamic Class Loss for multi-organ 3D  Segmentation",
  author = "James Willoughby and Irina Voiculescu",
  year = "2024",
  booktitle = "IEEE International Symposium on Biomedical Imaging (ISBI)",
  location = "Athens, Greece",
  month = "May",
  url = "https://ora.ox.ac.uk/objects/uuid:6c4d0891-7a37-4a51-ba64-9926e8612f58/files/s4j03d137z",
}
@conference{miccai-wyatt-voiculescu,
  title = "Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection",
  author = "Julian Wyatt and Irina Voiculescu",
  year = "2024",
  month = "October",
  publisher = "Winner of the Landmark Detection Challenge at the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)",
  url = "https://arxiv.org/pdf/2410.04445",
}
@article{2023-noisylabels,
  title = "Dealing with Unreliable Annotations: A Noise-Robust Network for Semantic Segmentation through A Transformer-Improved Encoder and Convolution Decoder",
  author = "Ziyang Wang and Irina Voiculescu",
  year = "2023",
  issn = "2076-3417",
  journal = "Applied Sciences",
  month = "July",
  number = "13",
  organization = "MDPI",
  pages = "7966",
  url = "https://www.mdpi.com/2076-3417/13/13/7966",
  volume = "13",
}
@inproceedings{isbi-stamper-singh-mccouat-voiculescu,
  title = "Screening Infant Hips: DDH Diagnosis Via Deep Learning",
  author = "Andrew Stamper and Abhinav Singh and James McCouat and Irina Voiculescu",
  year = "2023",
  booktitle = "IEEE International Symposium on Biomedical Imaging (ISBI)",
  month = "April",
  url = "https://arxiv.org/abs/2211.04350",
}
@inproceedings{MICCAIworkshop2,
  title = "Weakly Supervised Medical Image Segmentation through Dense Combinations of Dense Pseudo-Labels",
  author = "Ziyang Wang and Irina Voiculescu",
  year = "2023",
  booktitle = "International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)",
  month = "October",
  note = "Best Paper Award, Data Engineering in Medical Imaging (DEMI)",
  organization = "Data Engineering in Medical Imaging (DEMI) Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:9c98ef03-7153-4c0e-b630-a46175855e6f/download_file?file_format=application%2Fpdf&safe_filename=Wang_Voiculescu_2023_weakly_supervised_medical.pdf&type_of_work=Conference+item",
}
@inproceedings{MICCAIworkshop1,
  title = "Exigent Examiner and Mean Teacher: A Novel 3D CNN-based Semi-Supervised Learning Framework for Brain Tumor Segmentation",
  author = "Ziyang Wang and Irina Voiculescu",
  year = "2023",
  booktitle = "International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)",
  month = "October",
  organization = "Medical Image Learning with Limited & Noisy Data (MILLanD) Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:29e353e9-2ab5-4adf-aa86-7327eac55c6a",
}
@article{9994748,
  title = "Federated Partially Supervised Learning with Limited Decentralized Medical Images",
  author = "Dong, Nanqing and Kampffmeyer, Michael and Voiculescu, Irina and Xing, Eric",
  year = "2023",
  journal = "IEEE Transactions on Medical Imaging (TMI)",
  keywords = "Task analysis;Feature extraction;Supervised learning;Biomedical imaging;Data models;Servers;Training;Partially supervised learning;federated learning;multi-label classification",
  number = "7",
  pages = "1944-1954",
  volume = "42",
  doi = "10.1109/TMI.2022.3231017",
}
@conference{2022-oruk-mccouat-voiculescu-glynjones,
  title = "Fast and Accurate Automatic Measurements of the Hip from X-rays using AI",
  author = "James McCouat and Irina Voiculescu and Sion Glyn-Jones",
  year = "2022",
  location = "London, UK",
  month = "September",
  organization = "AI in Orthopaedics, Orthopaedic Research UK (ORUK)",
  url = "https://ora.ox.ac.uk/objects/uuid:06529f6d-3427-4cee-9fc8-8794ed4d1dca/download_file?file_format=application%2Fpdf&safe_filename=McCouat_et_al_2022_Fast_and_accurate.pdf&type_of_work=Conference+item",
}
@conference{2022-boa-singh-mccouat-voiculescu,
  title = "Automatic identification of clinical landmarks and calculation of Graf angles in 2D DDH screening ultrasound images: a pilot study",
  author = "Abhinav Singh and James McCouat and Irina Voiculescu and Daniel Perry and Sandeep Hemmadi",
  year = "2022",
  month = "September",
  organization = "British Orthopaedic Association (BOA) Congress",
}
@conference{2022-boa-stamper-singh-voiculescu,
  title = "Automatic identification of clinical features and calculation of femoral head coverage in 2D DDH screening ultrasound images: a pilot study",
  author = "Abhinav Singh and Andrew Stamper and Irina Voiculescu and Daniel Perry and Sandeep Hemmadi",
  year = "2022",
  month = "September",
  organization = "British Orthopaedic Association (BOA) Congress",
}
@article{diosan2022multiobjective,
  title = "On the use of multi–objective evolutionary classifiers for breast cancer detection",
  author = "Laura Diosan and Anca Andreica and Irina Voiculescu",
  year = "2022",
  journal = "PloS one",
  month = "July",
  number = "7",
  volume = "17",
  doi = "https://doi.org/10.1371/journal.pone.0269950",
}
@inproceedings{2022-mccouat-voiculescu,
  title = "Contour-Hugging Heatmaps for Landmark Detection",
  author = "James McCouat and  Irina Voiculescu",
  year = "2022",
  booktitle = "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)",
  month = "June",
  url = "https://ora.ox.ac.uk/objects/uuid:4959b052-a2cd-43f5-b1bd-cbfe9f8ddcac",
}
@inproceedings{icip2022,
  title = "Computationally-Efficient Vision Transformer for Medical Image Semantic Segmentation via Dual Pseudo-Label Supervision",
  author = "Ziyang Wang and Nanqing Dong and Irina Voiculescu",
  year = "2022",
  month = "October",
  organization = "IEEE International Conference on Image Processing (ICIP)",
  url = "https://ora.ox.ac.uk/objects/uuid:ec5d1512-97d2-40ae-aff9-b48bfaa1bbef/download_file?file_format=application%2Fpdf&safe_filename=Wang_et_al_2022_computationally_efficient_vision.pdf&type_of_work=Conference+item",
}
@inproceedings{2022-icip-gpu,
  title = "Parallel partitioning: path reducing and union–find based watershed for the GPU",
  author = "Yeva Gabrielyan and Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2022",
  booktitle = "Proceedings of the 29th IEEE International Conference on Image Processing (ICIP)",
  month = "October",
  publisher = "IEEE",
  url = "https://ora.ox.ac.uk/objects/uuid:cd4aed72-e5ec-4f6c-ae7d-63ef35142f09/download_file?file_format=application%2Fpdf&safe_filename=Gabrielyan_et_al_2022_parallel_partitioning_path.pdf&type_of_work=Conference+item",
}
@article{dong2022negational,
  title = "Negational Symmetry of Quantum Neural Networks for Binary Pattern Classification",
  author = "Nanqing Dong and Michaek Kampffmeyer and Irina Voiculescu and Eric Xing",
  year = "2022",
  journal = "Pattern Recognition",
  pages = "108750",
  volume = "129",
  doi = "https://doi.org/10.1016/j.patcog.2022.108750",
}
@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",
}
@inproceedings{miccairemia,
  title = "Triple-View Feature Learning for Medical Image Segmentation",
  author = "Ziyang Wang and Irina Voiculescu",
  year = "2022",
  organization = "International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop",
  url = "https://ora.ox.ac.uk/objects/uuid:413e31a8-1e7a-4189-b107-d7e2d159861f/download_file?file_format=application%2Fpdf&safe_filename=Wang_and_Voiculescu_2022_Triple_view_feature.pdf&type_of_work=Conference+item",
}
@inproceedings{miua,
  title = "An uncertainty-aware transformer for MRI cardiac semantic segmentation via mean teachers",
  author = "Ziyang Wang and Jian-Qing Zheng and Irina Voiculescu",
  year = "2022",
  organization = "Annual Conference on Medical Image Understanding and Analysis (MIUA)",
  url = "https://ora.ox.ac.uk/objects/uuid:da9189eb-bcf9-439a-bdf7-72dcef155502",
}
@inproceedings{dong2022revisiting,
  title = "Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity",
  author = "Nanqing Dong and Jiayi Wang and Irina Voiculescu",
  year = "2022",
  booktitle = "Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)",
  journal = "IEEE/CVF Conference on Computer Vision and Pattern Recognition",
  pages = "4212-4220",
  url = "https://ora.ox.ac.uk/objects/uuid:776a63a3-3527-4694-a343-9c17eb4d1622/download_file?file_format=application%2Fpdf&safe_filename=Dong_et_al_2022_Revisiting_vicinal_risk.pdf&type_of_work=Conference+item",
  doi = "https://doi.org/10.1109/CVPRW56347.2022.00466",
}
@inproceedings{dong2022learning,
  title = "Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images",
  author = "Nanqing Dong and Michael Kampffmeyer and Irina Voiculescu",
  year = "2022",
  booktitle = "International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)",
  url = "https://ora.ox.ac.uk/objects/uuid:0b716548-8ede-4161-856b-d7a83d4b0438/download_file?file_format=application%2Fpdf&safe_filename=Dong_et_al_2022_learning_underrepresented_classes.pdf&type_of_work=Conference+item",
}
@inproceedings{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)",
  url = "https://ora.ox.ac.uk/objects/uuid:533dbb94-b407-4d1a-b6f4-b51ac43f64cb",
}
@inproceedings{2021-miccai-dong-voiculescu,
  title = "Federated Contrastive Learning for Decentralized Unlabeled Medical Images",
  author = "Nanqing Dong and Irina Voiculescu",
  year = "2021",
  booktitle = "Medical Image Computing and Computer Assisted Intervention (MICCAI)",
  location = "virtual",
  month = "September",
  url = "https://ora.ox.ac.uk/objects/uuid:16cdf7ad-e966-4a90-a4d0-57dd52fe79e9",
}
@inproceedings{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 = "IEEE International Conference on Image Processing (ICIP)",
  url = "https://ora.ox.ac.uk/objects/uuid:8b96d800-f9bc-4f07-8866-ceffb124d908",
}
@inproceedings{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",
  booktitle = "IEEE International Symposium on Biomedical Imaging (ISBI)",
  month = "April",
  url = "https://ora.ox.ac.uk/objects/uuid:a592c397-2082-4010-9a8c-257f2de7312f",
}
@inproceedings{2021-gridach-voiculescu-dopnet,
  title = "DOPNet: Densely Oriented Pooling Network for Medical Image Segmentation",
  author = "Mourad Gridach and Irina Voiculescu",
  year = "2021",
  booktitle = "IEEE International Symposium on Biomedical Imaging (ISBI)",
  month = "April",
  url = "https://ora.ox.ac.uk/objects/uuid:e7994ce5-1009-4b9d-90d5-23fc4437917a",
}
@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",
  url = "https://ora.ox.ac.uk/objects/uuid:8412c2a0-bf71-4ac2-9bfc-59742124382e",
}
@inproceedings{happa2021bridging,
  title = "Bridging the Discipline Gap: Towards Improving Heritage and Computer Graphics Research Collaboration",
  author = "Happa, Jassim and Bennett, Taylor and Gogioso, Stefano and Voiculescu, Irina and Howell, David and Crawford, Sally and Ulmschneider, Katharina and Ramsey, Christopher",
  year = "2021",
  editor = "A. Chalmers and V. Hulusic (Editors)",
  organization = "EUROGRAPHICS Workshop on Graphics and Cultural Heritage",
}
@inproceedings{embc2,
  title = "A single RGB camera based gait analysis with a mobile tele-robot for healthcare",
  author = "Ziyang Wang and Deligianni Fani and Irina Voiculescu and GZ Yang",
  year = "2021",
  url = "https://ora.ox.ac.uk/objects/uuid:d96c5fd3-efeb-4055-bf97-b930596b2541/download_file?file_format=application%2Fpdf&safe_filename=Wang_et_al_2021_A_single_RGB.pdf&type_of_work=Conference+item",
}
@inproceedings{embc1,
  title = "Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT",
  author = "Ziyang Wang and Irina Voiculescu",
  year = "2021",
  booktitle = "Annual International Conference of the IEEE Engineering in Medicine and Biology Society",
  url = "https://ora.ox.ac.uk/objects/uuid:f5b956db-ce1b-4621-a638-74732550b84c/download_file?file_format=application%2Fpdf&safe_filename=Wang_et_al_2021_Quadruple_augmented_pyramid.pdf&type_of_work=Conference+item",
}
@inproceedings{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",
  url = "https://ora.ox.ac.uk/objects/uuid:e5a82113-71d3-454a-bdc5-dbee400bcfee",
  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",
  url = "https://ora.ox.ac.uk/objects/uuid:6fb1af6c-9409-44b5-b2fb-93b49b0d27e9",
  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 (JOR)",
  url = "Segmentation of Hip Cartilage in Compositional Magnetic Resonance Imaging: A Fast‚ Accurate‚ Reproducible‚ and Clinically Viable Semi−Automated Methodology",
  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",
  url = "https://ora.ox.ac.uk/objects/uuid:7e78a014-24cd-4195-8383-aa305870c397/download_file?file_format=application%2Fpdf&safe_filename=validation-JMI.final-manuscript.pdf&type_of_work=Journal+article",
  volume = "1",
  doi = "10.1117/1.JMI.5.1.015006",
}
@inproceedings{wacv2018,
  title = "Path reducing watershed for the GPU",
  author = "Varduhi Yeghiazaryan and Irina Voiculescu",
  year = "2018",
  organization = "IEEE Winter Conference on Applications of Computer Vision (WACV)",
  url = "https://ora.ox.ac.uk/objects/uuid:3814f688-871a-4825-abcd-17454fcdc71f/download_file?file_format=application%2Fpdf&safe_filename=watershed-WACV18.pdf&type_of_work=Conference+item",
}
@inproceedings{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",
}
@inproceedings{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",
}
@conference{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",
  url = "https://ora.ox.ac.uk/objects/uuid:69290031-e1e3-43f0-8e3b-198346ed84f8/download_file?file_format=application%2Fpdf&safe_filename=Golodetz%2Bet%2Bal%2C%2BSimpler%2Bediting%2Bof%2Bgraph-based%2Bsegmentation%2Bhierarchies%2Busing%2Bzipping%2Balgorithms.pdf&type_of_work=Journal+article",
}
@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",
}
@inproceedings{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",
}
@inproceedings{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",
}
@inproceedings{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",
}
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