Professor Boguslaw Obara
| C-UQ: Conflict-Based Uncertainty Quantification – A Case Study in Lung Cancer Classification | 2025 |
|
Matthew Anderson
Dr Veronica Corona
Agnieszka Stankiewicz
Maged Habib
Professor David Steel
et al. | Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets | 2025 |
|
Burak Kucukgoz
Dr Declan Murphy
Professor David Steel
Professor Boguslaw Obara
| Uncertainty-aware regression model to predict post-operative visual acuity in patients with macular holes | 2025 |
|
Dr Zheming Zuo
Joe Smith
Professor Boguslaw Obara
| An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation | 2024 |
|
Burak Kucukgoz
Dr Declan Murphy
Professor David Steel
Professor Boguslaw Obara
| Deep Learning Using Preoperative Optical Coherence Tomography Images to Predict Visual Acuity Following Surgery for Idiopathic Full-Thickness Macular Holes | 2024 |
|
Steven Toh
Professor Boguslaw Obara
Professor David Steel
| Expansile gas kinetics for pneumatic retinopexy | 2024 |
|
Joe Smith
Dr Zheming Zuo
Professor Boguslaw Obara
| How quality affects deep neural networks in fine-grained image classification | 2024 |
|
Dr Suleiman Mustafa
Dr Kleopatra Papa
Professor Boguslaw Obara
Dr Iakowos Karakesisoglou
| Inhibition of PDIs downregulates core LINC complex proteins, promoting the invasiveness of MDA-MB-231 breast cancer cells in confined spaces in vitro | 2024 |
|
Professor Boguslaw Obara
| Mitigating diagnostic errors in lung cancer classification: a multi-eyes approach to uncertainty quantification | 2024 |
|
Steven Toh
Professor Boguslaw Obara
Professor David Steel
| Reducing the use of fluorinated gases in vitreoretinal surgery | 2024 |
|
Dr Zheming Zuo
Joe Smith
Professor Boguslaw Obara
| Robust and explainable fine-grained visual classification with transfer learning: a dual-carriageway framework | 2024 |
|
Professor Boguslaw Obara
Dr Deepayan Bhowmik
| Satellite Image Manipulation Detection in Generative AI Era | 2024 |
|
Dr Natalie Young
Professor Boguslaw Obara
Dr Iakowos Karakesisoglou
| SIRT2 Inhibition by AGK2 Promotes Perinuclear Cytoskeletal Organisation and Reduces Invasiveness of MDA-MB-231 Triple-Negative Breast Cancer Cells in Confined In Vitro Models | 2024 |
|
Professor Boguslaw Obara
| Uncertainty-aware image classification on 3D CT lung | 2024 |
|
Matthew Anderson
Professor David Steel
Maged Habib
Professor Boguslaw Obara
| Biomedical Data Annotation: An OCT Imaging Case Study | 2023 |
|
Amar Rajgor
Dr Christopher Kui
Dr Josh Cowley
Dr Colin Gillespie
Professor Aileen Mill
et al. | CT-based radiomic markers are independent prognosticators of survival in advanced laryngeal cancer: A pilot study. | 2023 |
|
Burak Kucukgoz
Dr Mutlu Yapici
Professor Boguslaw Obara
| Evaluation of 2D and 3D deep learning approaches for predicting visual acuity following surgery for idiopathic full-thickness macular holes in spectral domain optical coherence tomography images | 2023 |
|
Professor Boguslaw Obara
| Quantifying the Uncertainty in 3D CT Lung Cancer Images Classification | 2023 |
|
Burak Kucukgoz
Dr Declan Murphy
Xiaofan Xiong
Professor David Steel
Professor Boguslaw Obara
et al. | Benchmarking Automated Detection Of The Retinal External Limiting Membrane In A 3D Spectral Domain Optical Coherence Tomography Image Dataset of Full Thickness Macular Holes | 2022 |
|
Professor Boguslaw Obara
| Big data for human security: the case of COVID-19 | 2022 |
|
Xiaofan Xiong
Professor Boguslaw Obara
| Evaluation of 2D and 3D Deep Learning Approaches for Automatic Segmentation of the Retinal External Limiting Membrane in Spectral Domain Optical Coherence Tomography Images | 2022 |
|
Professor Boguslaw Obara
| Biallelic SYNE2 missense mutations leading to nesprin-2 giant hypo-expression are associated with intellectual disability and autism | 2021 |
|
Professor Boguslaw Obara
| Big data for national security in the era of COVID-19 | 2021 |
|
Phillip Jackson
Dr Chris Holder
Professor Boguslaw Obara
| Camera bias in fine grained classification task | 2021 |
|
Dr Chris Willcocks
Maged Habib
Professor David Steel
Professor Boguslaw Obara
| Robust 3D U-Net Segmentation of Macular Holes | 2021 |
|
Dr Chris Willcocks
Professor Boguslaw Obara
| Robust 3D U-Net Segmentation of Macular Holes | 2021 |
|
Agnieszka Stankiewicz
Professor Boguslaw Obara
| Segmentation of Preretinal Space in Optical Coherence Tomography Images using Deep Neural Networks | 2021 |
|
Amar Rajgor
David McCulloch
Professor Boguslaw Obara
Professor Jaume Bacardit
Dr Tamir Ali
et al. | The application of radiomics in laryngeal cancer | 2021 |
|
Amar Rajgor
Professor Boguslaw Obara
Professor Jaume Bacardit
James O'Hara
David Hamilton
et al. | The application of radiomics in laryngeal cancer | 2021 |
|
Dr Chris Willcocks
Professor Boguslaw Obara
| The relationship between curvilinear structure enhancement and ridge detection methods | 2021 |
|
Dr Julie Cox
Professor Boguslaw Obara
| Virtual special issue: pulmonary nodules | 2021 |
|
Dr Chris Holder
Professor Boguslaw Obara
| Convolutional networks for appearance-based recommendation and visualisation of mascara products | 2020 |
|
Dr Ian Wilson
Professor Boguslaw Obara
Professor David Steel
| Macular hole morphology and measurement using an automated three-dimensional image segmentation algorithm | 2020 |
|
Dr John Brennan
Stephen Bonner
Dr Amir Atapour Abarghouei
Phillip Jackson
Professor Boguslaw Obara
et al. | Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks | 2020 |
|
Dr Declan Murphy
Dr Clare Lendrem
Dr Sara Graziadio
Professor Boguslaw Obara
Professor David Steel
et al. | Predicting Postoperative Vision for Macular Hole with Automated Image Analysis | 2020 |
|
Dr Chris Willcocks
Maged Habib
Professor David Steel
Professor Boguslaw Obara
| Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures | 2020 |
|
Professor Boguslaw Obara
| The multiscale top-hat tensor enables specific enhancement of curvilinear structures in 2D and 3D images | 2020 |
|
Dr Miguel Jarrin
Professor Boguslaw Obara
| Three-dimensional data capture and analysis of intact eye lenses evidences emmetropia-associated changesand strain-dependent differences in epithelial cell organization | 2020 |
|
Professor Boguslaw Obara
| Unveiling Ideological Trends through Data Analytics to Construe National Security Instabilities | 2020 |
|
Professor Boguslaw Obara
| Analysing Social Media as a Hybrid Tool to Detect and Interpret likely Radical Behavioural Traits for National Security | 2019 |
|
Dr Chris Holder
Stephen Bonner
Professor Boguslaw Obara
| Coarse annotation refinement for segmentation of dot-matrix batchcodes | 2019 |
|
Phillip Jackson
Professor Boguslaw Obara
| Combining mathematical morphology and the Hilbert transform for fully automatic nuclei detection in fluorescence microscopy | 2019 |
|
Professor Boguslaw Obara
| Curvilinear Structure Enhancement by Multiscale Top-Hat Tensor in 2D/3D Images | 2019 |
|
Professor Boguslaw Obara
| Defining an Alert Mechanism for Detecting likely threats to National Security | 2019 |
|
Professor Boguslaw Obara
| Erratum to ‘The multiscale bowler-hat transform for blood vessel enhancement in retinal images’ [Pattern Recognition 88 (2019) 739-750, doi: 10.1016/j.patcog.2018.10.011] | 2019 |
|
Stephen Bonner
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
| Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study | 2019 |
|
Dr Chris Willcocks
Phillip Jackson
Professor Boguslaw Obara
| Interactive GPU active contours for segmenting inhomogeneous objects | 2019 |
|
Dr Stephen McGough
Professor Boguslaw Obara
| On the Use of Neural Text Generation for the Task of Optical Character Recognition | 2019 |
|
Phillip Jackson
Professor Boguslaw Obara
| Phenotypic profiling of high throughput imaging screens with generic deep convolutional features | 2019 |
|
Dr Chris Willcocks
Phillip Jackson
Professor Boguslaw Obara
| Sequential graph-based extraction of curvilinear structures | 2019 |
|
Phillip Jackson
Dr Amir Atapour Abarghouei
Stephen Bonner
Professor Boguslaw Obara
| Style augmentation: data augmentation via style randomization | 2019 |
|
Stephen Bonner
Dr Amir Atapour Abarghouei
Phillip Jackson
Dr John Brennan
Dr Stephen McGough
et al. | Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions | 2019 |
|
Professor Boguslaw Obara
| The multiscale bowler-hat transform for blood vessel enhancement in retinal images | 2019 |
|
Professor Boguslaw Obara
| The multiscale bowler-hat transform for vessel enhancement in 3D biomedical images | 2019 |
|
Dr Chris Holder
Professor Boguslaw Obara
| Visual Siamese Clustering for Cosmetic Product Recommendation | 2019 |
|
Professor Boguslaw Obara
| Web Insights for National Security: Analysing Participative Online Activity to Interpret Crises | 2019 |
|
Professor Boguslaw Obara
| 2D and 3D vascular structures enhancement via multiscale fractional anisotropy tensor | 2018 |
|
Professor Boguslaw Obara
| A conceptual framework for social movements analytics for national security | 2018 |
|
Professor David Steel
Professor Boguslaw Obara
| Multi-scale Segmentation and Surface Fitting for Measuring 3D Macular Holes | 2018 |
|
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
| Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning | 2018 |
|
Professor Boguslaw Obara
| Threonine 150 Phosphorylation of Keratin 5 Is Linked to Epidermolysis Bullosa Simplex and Regulates Filament Assembly and Cell Viability | 2018 |
|
Dr Chris Willcocks
Dr Stephen McGough
Professor Boguslaw Obara
| TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text | 2018 |
|
Professor Boguslaw Obara
| Automated analysis of Physarum network structure and dynamics | 2017 |
|
Phillip Jackson
Professor Boguslaw Obara
| Avoiding over-detection: Towards combined object detection and counting | 2017 |
|
Professor Boguslaw Obara
| Contrast-independent curvilinear structure enhancement in 3D biomedical images | 2017 |
|
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
| Evaluating the quality of graph embeddings via topological feature reconstruction | 2017 |
|
Dr Chris Willcocks
Phillip Jackson
Professor Boguslaw Obara
| Extracting 3D Parametric Curves from 2D Images of Helical Objects | 2017 |
|
Professor Boguslaw Obara
| 2D Adaptive Grid-Based Image Analysis Approach for Biological Networks | 2016 |
|
Professor Boguslaw Obara
| Evolution of Electronic Circuits using Carbon Nanotube Composites | 2016 |
|
Professor Boguslaw Obara
| Blobs and curves: Object-based colocalisation for plant cells | 2015 |
|
Phillip Jackson
Professor Boguslaw Obara
| Runway detection in High Resolution remote sensing data | 2015 |
|
Professor Boguslaw Obara
| CDC-42 and RAC-1 regulate opposite chemotropisms in Neurospora crassa | 2014 |
|
Professor Boguslaw Obara
| 3β1 integrins regulate CD151 complex assembly and membrane dynamics in carcinoma cells within 3D environments | 2013 |
|
Professor Boguslaw Obara
| A novel method for quantified, superresolved, three-dimensional colocalisation of isotropic, fluorescent particles | 2013 |
|
Professor Boguslaw Obara
| Bacterial cell identification in differential interference contrast microscopy images. | 2013 |
|
Professor Boguslaw Obara
| Quantified colocalization reveals heterotypic histocompatibility class I antigen associations on trophoblast cell membranes: Relevance for human pregnancy | 2013 |
|
Professor Boguslaw Obara
| A bioimage informatics approach to automatically extract complex fungal networks | 2012 |
|
Professor Boguslaw Obara
| Analysis of fungal networks | 2012 |
|
Professor Boguslaw Obara
| Coherence enhancing diffusion filtering based on the Phase Congruency Tensor | 2012 |
|
Professor Boguslaw Obara
| Contrast independent detection of branching points in network-like structures | 2012 |
|
Professor Boguslaw Obara
| Contrast-independent curvilinear structure detection in biomedical images | 2012 |
|
Professor Boguslaw Obara
| Flagellar hook flexibility is essential for bundle formation in swimming Escherichia coli cells | 2012 |
|
Professor Boguslaw Obara
| Local phase approaches to extract biomedical networks | 2012 |
|
Professor Boguslaw Obara
| The impact of skull bone intensity on the quality of compressed CT neuro images | 2012 |
|
Professor Boguslaw Obara
| Automatic identification of microcracks observed on microscopic images of coarse-grained sandstone | 2011 |
|
Professor Boguslaw Obara
| Segmentation of ascidian notochord cells in DIC timelapse images | 2011 |
|
Professor Boguslaw Obara
| Silencing of CDK5 reduces neurofibrillary tangles in transgenic Alzheimer's mice | 2010 |
|
Professor Boguslaw Obara
| Variability in the control of cell division underlies sepal epidermal patterning in Arabidopsis thaliana | 2010 |
|
Professor Boguslaw Obara
| A biosegmentation benchmark for evaluation of bioimage analysis methods | 2009 |
|
Professor Boguslaw Obara
| Automatic analysis of conjugated polyelectrolyte-DNA interactions based on sequential analysis of AFM imaging | 2009 |
|
Professor Boguslaw Obara
| Bisque: A platform for bioimage analysis and management | 2009 |
|
Professor Boguslaw Obara
| Evaluation and benchmark for biological image segmentation | 2008 |
|
Professor Boguslaw Obara
| The cycloid and skeletonization methods for morphometric analysis of fetal brain vessels | 2008 |
|
Professor Boguslaw Obara
| A new algorithm using image colour system transformation for rock grain segmentation | 2007 |
|
Professor Boguslaw Obara
| An image processing algorithm for the reversed transformation of rotated microscope images | 2007 |
|
Professor Boguslaw Obara
| Identification of transcrystalline microcracks observed in microscope images of a dolomite structure using image analysis methods based on linear structuring element processing | 2007 |
|
Professor Boguslaw Obara
| Utilisation of the image analysis method for the detection of the morphological anisotropy of calcite grains in marble | 2007 |
|
Professor Boguslaw Obara
| Application of image analysis methods for vascular blood flow assessment with angiographic imaging | 2005 |
|
Professor Boguslaw Obara
| Developing of the image segmentation methods to rock microcracks analysis | 2005 |
|
