2025
VaxGuard: A Multi-Generator, Multi-Type, and Multi-Role Dataset for Detecting LLM-Generated Vaccine Misinformation.
CoRR, March, 2025
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma.
CoRR, March, 2025
Multi-Sequence MRI to Multi-Tracer Pet Generation via Diffusion Model.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
Stain Imputation in Multiplex Immunofluorescence Imaging (SIMIF) Based on Random Channel-Wise Masking.
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Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025
2024
Emerging Applications and Translational Challenges for AI in Healthcare.
Inf., February, 2024
Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification.
Expert Syst. Appl., 2024
Diagnostic Performance of Deep Learning for Predicting Gliomas' IDH and 1p/19q Status in MRI: A Systematic Review and Meta-Analysis.
CoRR, 2024
Implementation and Application of an Intelligibility Protocol for Interaction with an LLM.
CoRR, 2024
Dataset Distillation for Histopathology Image Classification.
CoRR, 2024
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis.
CoRR, 2024
Meta-Transfer Learning for Few-Shot Meningioma Segmentation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Cross-Modality Synthesis of T1c MRI from Non-contrast Images Using GANs: Implications for Brain Tumor Research.
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024
AI in Neuro-Oncology: Predicting EGFR Amplification in Glioblastoma from Whole Slide Images Using Weakly Supervised Deep Learning.
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024
Decoupled Optimisation for Long-Tailed Visual Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Towards Machine Learning-based Quantitative Hyperspectral Image Guidance for Brain Tumor Resection.
CoRR, 2023
TPMIL: Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification.
CoRR, 2023
Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification.
CoRR, 2023
Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification.
Proceedings of the Medical Imaging with Deep Learning, 2023
A Deep Learning Framework for Skull Stripping in Brain MRI.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
SoftMatch: Comparing Scanpaths Using Combinatorial Spatio-Temporal Sequences with Fractal Curves.
Sensors, 2022
Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling.
Sensors, 2022
Colour adaptive generative networks for stain normalisation of histopathology images.
Medical Image Anal., 2022
Spherical coordinates transformation pre-processing in Deep Convolution Neural Networks for brain tumor segmentation in MRI.
Medical Biol. Eng. Comput., 2022
Semi-supervised breast histopathological image classification with self-training based on non-linear distance metric.
IET Image Process., 2022
Weak label based Bayesian U-Net for optic disc segmentation in fundus images.
Artif. Intell. Medicine, 2022
Adaptive Unified Contrastive Learning for Imbalanced Classification.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022
Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Optimal and Adaptive 1553B Telemetry Scheduling for Flight Control Software Based on Dynamic Programming.
Proceedings of the 11th International Conference on Software and Information Engineering, 2022
Integrating eye gaze into machine learning using fractal curves.
Proceedings of The 1st Gaze Meets ML workshop, 2022
2021
Prediction of anxiety disorders using a feature ensemble based bayesian neural network.
J. Biomed. Informatics, 2021
Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT.
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Inf., 2021
Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Social E-commerce Tax Evasion Detection Using Multi-modal Deep Neural Networks.
Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021
2020
An Improved InceptionV3 Network for Obscured Ship Classification in Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Detection of ship targets in photoelectric images based on an improved recurrent attention convolutional neural network.
Int. J. Distributed Sens. Networks, 2020
Detecting Transaction-based Tax Evasion Activities on Social Media Platforms Using Multi-modal Deep Neural Networks.
CoRR, 2020
Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2018
Filtering method of rock points based on BP neural network and principal component analysis.
Frontiers Comput. Sci., 2018
Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
Feature learning with component selective encoding for histopathology image classification.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Whole Slide Image Classification via Iterative Patch Labelling.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging.
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Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018
2017
Multimodal Neuroimaging Computing for the Characterization of Neurodegenerative Disorders
Springer, ISBN: 978-981-10-3533-3, 2017
2016
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging.
IEEE Trans. Biomed. Eng., 2016
Rivulet: 3D Neuron Morphology Tracing with Iterative Back-Tracking.
Neuroinformatics, 2016
Dictionary pruning with visual word significance for medical image retrieval.
Neurocomputing, 2016
Self-scheduling of a power generating company: Carbon tax considerations.
Comput. Oper. Res., 2016
Lung Nodule Classification by Jointly Using Visual Descriptors and Deep Features.
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
Reconstruction of 3D neuron morphology using Rivulet back-tracking.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation.
Proceedings of the Brain Informatics and Health - International Conference, 2016
2015
Multimodal Neuroimaging Analysis for Neurodegeneration Characterization.
PhD thesis, 2015
Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease.
IEEE Trans. Biomed. Eng., 2015
Morphometry-Based Longitudinal Neurodegeneration Simulation with MR Imaging.
CoRR, 2015
Multimodal neuroimaging computing: the workflows, methods, and platforms.
Brain Informatics, 2015
Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders.
Brain Informatics, 2015
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation.
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Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Subject-centered multi-view feature fusion for neuroimaging retrieval and classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Content-Based Retrieval of Brain Diffusion Magnetic Resonance Image.
Proceedings of the Multimodal Retrieval in the Medical Domain, 2015
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval.
Proceedings of the Artificial Life and Computational Intelligence, 2015
Multi-Phase Feature Representation Learning for Neurodegenerative Disease Diagnosis.
Proceedings of the Artificial Life and Computational Intelligence, 2015
2014
Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization.
Comput. Medical Imaging Graph., 2014
Early diagnosis of Alzheimer's disease with deep learning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Co-neighbor multi-view spectral embedding for medical content-based retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Automated feedback extraction for medical imaging retrieval.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Propagation graph fusion for multi-modal medical content-based retrieval.
Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014
Hierarchical and binary spatial descriptors for lung nodule image retrieval.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Latent Semantic Association for Medical Image Retrieval.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
2013
Multifold Bayesian Kernelization in Alzheimer's Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Neuroimaging biomarker based prediction of Alzheimer'S disease severity with optimized graph construction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Graph cuts based relevance feedback in image retrieval.
Proceedings of the IEEE International Conference on Image Processing, 2013
A supervised multiview spectral embedding method for neuroimaging classification.
Proceedings of the IEEE International Conference on Image Processing, 2013
Localized Sparse Code Gradient in Alzheimer's disease staging.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Multiscale and multiorientation feature extraction with degenerative patterns for 3D neuroimaging retrieval.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
2011
Localized functional neuroimaging retrieval using 3D discrete curvelet transform.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
3D neurological image retrieval with localized pathology-centric CMRGlc patterns.
Proceedings of the International Conference on Image Processing, 2010
Localized multiscale texture based retrieval of neurological image.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010