Publications by Professor Boguslaw Obara - ePrints

Browsing publications by Professor Boguslaw Obara.

Newcastle Authors	Title	Year
Professor Boguslaw Obara	C-UQ: Conflict-Based Uncertainty Quantification – A Case Study in Lung Cancer Classification	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