Shekhar Chandra

Neurocomputing, 2025

2024

Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative.

[BibT_eX]

[DOI]

Medical Image Anal., 2024

Machine Learning Applications in Traumatic Brain Injury: A Spotlight on Mild TBI.

[BibT_eX]

[DOI]

Viktor Vegh

CoRR, 2024

GrainPointNet: A deep-learning framework for non-invasive sorghum panicle grain count phenotyping.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2024

A Tiered Quadruplet Network with Patient-Specific Mining and Dynamic Margin for Improved ugly Duckling Lesion Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Single Image Compressed Sensing MRI Via a Self-Supervised Deep Denoising Approach.

[BibT_eX]

[DOI]

Feng Liu

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Efficient block contrastive learning via parameter-free meta-node approximation.

[BibT_eX]

[DOI]

Gayan K. Kulatilleke

Marius Portmann

Neurocomputing, December, 2023

Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data.

[BibT_eX]

[DOI]

NeuroImage, August, 2023

Non-Separable Two-Dimensional Hadamard Transform via a Discrete Hadamard Slice Theorem.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2023

Enhancing mTBI Diagnosis with Residual Triplet Convolutional Neural Network Using 3D CT.

[BibT_eX]

[DOI]

Viktor Vegh

CoRR, 2023

Multi-scale MRI reconstruction via dilated ensemble networks.

[BibT_eX]

[DOI]

Wendi Ma

Wei Dai

Hongfu Sun

D. Nathasha U. Naranpanawa

CoRR, 2023

Ugly Ducklings or Swans: A Tiered Quadruplet Network with Patient-Specific Mining for Improved Skin Lesion Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Application of Machine Learning in Melanoma Detection and the Identification of 'Ugly Duckling' and Suspicious Naevi: A Review.

[BibT_eX]

[DOI]

Fatima Al Zegair

CoRR, 2023

Evidence-aware multi-modal data fusion and its application to total knee replacement prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Explainable Semantic Medical Image Segmentation with Style.

[BibT_eX]

[DOI]

CoRR, 2023

PhaseNet: Phase-Encode Denoising Network for Compressed Sensing MRI.

[BibT_eX]

[DOI]

Marlon E. Bran Lorenzana

Feng Liu

CoRR, 2023

Semantic Segmentation of 3D Medical Images Through a Kaleidoscope: Data from the Osteoarthritis Initiative.

[BibT_eX]

[DOI]

Boyeong Woo

Proceedings of the Medical Imaging with Deep Learning, 2023

Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Medical Shape Pattern Analysis with MeshCNN.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Suspicious Naevi Classification Using Auxiliary Classifier Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Manipulating Medical Image Translation with Manifold Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Towards Trustable Skin Cancer Diagnosis via Rewriting Model's Decision.

[BibT_eX]

[DOI]

Siyuan Yan

Zhen Yu

Xuelin Zhang

Dwarikanath Mahapatra

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Interpretable 3D Multi-modal Residual Convolutional Neural Network for Mild Traumatic Brain Injury Diagnosis.

[BibT_eX]

[DOI]

Viktor Vegh

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

CAN3D: Fast 3D medical image segmentation via compact context aggregation.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

NBC-Softmax : Darkweb Author fingerprinting and migration tracking.

[BibT_eX]

[DOI]

Gayan K. Kulatilleke

Marius Portmann

CoRR, 2022

Structure Guided Manifolds for Discovery of Disease Characteristics.

[BibT_eX]

[DOI]

CoRR, 2022

Transformer Compressed Sensing via Global Image Tokens.

[BibT_eX]

[DOI]

Craig Engstrom

Feng Liu

CoRR, 2022

Anomaly-Aware 3D Segmentation of Knee Magnetic Resonance Images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Undersampled MRI Reconstruction with Side Information-Guided Normalisation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Transformer Compressed Sensing Via Global Image Tokens.

[BibT_eX]

[DOI]

Craig Engstrom

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

FDGATII: Fast Dynamic Graph Attention with Initial Residual and Identity.

[BibT_eX]

[DOI]

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform.

[BibT_eX]

[DOI]

Jacob M. White

Stuart Crozier

IEEE Signal Process. Lett., 2021

FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI.

[BibT_eX]

[DOI]

CoRR, 2021

The detection of mild traumatic brain injury in paediatrics using artificial neural networks.

[BibT_eX]

[DOI]

D. Nathasha U. Naranpanawa

Fatima A. Nasrallah

Comput. Biol. Medicine, 2021

Can3d: Fast 3d Knee Mri Segmentation Via Compact Context Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Slim-YOLO: A Simplified Object Detection Model for the Detection of Pigmented Iris Freckles as a Potential Biomarker for Cutaneous Melanoma.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2020

Automatic lesion detection, segmentation and characterization via 3D multiscale morphological sifting in breast MRI.

[BibT_eX]

[DOI]

CoRR, 2020

Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

Fully Automatic Computer-aided Mass Detection and Segmentation via Pseudo-color Mammograms and Mask R-CNN.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Fast High Dynamic Range MRI by Contrast Enhancement Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Chaotic Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

A lightweight rapid application development framework for biomedical image analysis.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2018

2017

Multi-scale mass segmentation for mammograms via cascaded random forests.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016

Incremental shape learning of 3D surfaces of the knee, data from the osteoarthritis initiative.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Finite Radial Reconstruction for Magnetic Resonance Imaging: A Theoretical Study.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

2015

Automated Intervertebral Disc Segmentation Using Probabilistic Shape Estimation and Active Shape Models.

[BibT_eX]

[DOI]

Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2014

Robust Digital Image Reconstruction via the Discrete Fourier Slice Theorem.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Focused shape models for hip joint segmentation in 3D magnetic resonance images.

[BibT_eX]

[DOI]

Medical Image Anal., 2014

Exact image representation via a number-theoretic Radon transform.

[BibT_eX]

[DOI]

IET Comput. Vis., 2014

2013

Direct inversion of Mojette projections.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Patient Specific Prostate Segmentation in 3-D Magnetic Resonance Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

Unilateral hip joint segmentation with shape priors learned from missing data.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Morphology-Based Interslice Interpolation on Manual Segmentations of Joint Bones and Muscles in MRI.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

2011

Recovering Missing Slices of the Discrete Fourier Transform using Ghosts

[BibT_eX]

[DOI]

Jean-Pierre V. Guédon

Andrew Kingston

Nicolas Normand

CoRR, 2011

Fast Automatic Multi-atlas Segmentation of the Prostate from 3D MR Images.

[BibT_eX]

[DOI]

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Automatic Segmentation of the Prostate in 3D Magnetic Resonance Images Using Case Specific Deformable Models.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Growth of Discrete Projection Ghosts Created by Iteration.

[BibT_eX]

[DOI]

Proceedings of the Discrete Geometry for Computer Imagery, 2011

2010

Fast Mojette Transform for Discrete Tomography

[BibT_eX]

[DOI]

CoRR, 2010

Fast Digital Convolutions using Bit-Shifts

[BibT_eX]

[DOI]

CoRR, 2010

On Constructing Minimal Ghosts.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2009

A Fast Number Theoretic Finite Radon Transform.

[BibT_eX]

[DOI]

Proceedings of the DICTA 2009, 2009

2008

A method for removing cyclic artefacts in discrete tomography using latin squares.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An Exact, Non-iterative Mojette Inversion Technique Utilising Ghosts.

[BibT_eX]

[DOI]