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- 2024
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Mark
Forward dynamics computational modelling of a cyclist fall with the inclusion of protective response using deep learning-based human pose estimation
(
- Contribution to journal › Article
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Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity
(
- Contribution to journal › Article
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Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model
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- Contribution to journal › Article
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A feasibility study of applying generative deep learning models for map labeling
2024) In Cartography and Geographic Information Science(
- Contribution to journal › Article
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Mark
Space tourism : Value-attitude-behavior theory, artificial intelligence, and sustainability
(
- Contribution to journal › Article
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A Simple End-to-End Computer-Aided Detection Pipeline for Trained Deep Learning Models
2024) 8th International Conference on Engineering of Computer-Based Systems, ECBS 2023 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 14390 LNCS. p.259-262(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Basin-Scale Daily Drought Prediction Using Convolutional Neural Networks in Fenhe River Basin, China
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- Contribution to journal › Article
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Machine learning in cartography
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- Contribution to journal › Debate/Note/Editorial
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Comparing a pre-defined versus deep learning approach for extracting brain atrophy patterns to predict cognitive decline due to Alzheimer’s disease in patients with mild cognitive symptoms
(
- Contribution to journal › Article
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Temporal cluster-based local deep learning or signal processing-temporal convolutional transformer for daily runoff prediction?
(
- Contribution to journal › Article
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Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer
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- Contribution to journal › Article
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A 16 × 16 Patch-Based Deep Learning Model for the Early Prognosis of Monkeypox from Skin Color Images
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- Contribution to journal › Article
- 2023
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Robust fusion for skin lesion segmentation of dermoscopic images
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- Contribution to journal › Article
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Deep learning for rapid and reproducible histology scoring of lung injury in a porcine model
2023)(
- Working paper/Preprint › Preprint in preprint archive
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Mark
On the Utility of Representation Learning Algorithms for Myoelectric Interfacing
2023)(
- Thesis › Doctoral thesis (compilation)
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Mark
Mapping inundation extents in Poyang Lake area using Sentinel-1 data and transformer-based change detection method
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- Contribution to journal › Article
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Towards optimization of anomaly detection in DevOps
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- Contribution to journal › Article
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Applications in Monocular Computer Vision using Geometry and Learning : Map Merging, 3D Reconstruction and Detection of Geometric Primitives
2023)(
- Thesis › Doctoral thesis (compilation)
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Mark
Roadmap on Deep Learning for Microscopy
2023) In arXiv.org(
- Working paper/Preprint › Preprint in preprint archive
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Automated quantification of PET/CT skeletal tumor burden in prostate cancer using artificial intelligence : The PET index
(
- Contribution to journal › Article
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Reduced volume of diabetic pancreatic islets in rodents detected by synchrotron X-ray phase-contrast microtomography and deep learning network
(
- Contribution to journal › Article
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Deep Learning on Ultrasound Images Visualizes the Femoral Nerve with Good Precision
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- Contribution to journal › Article
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Reconstructing long-term global satellite-based soil moisture data using deep learning method
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- Contribution to journal › Article
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A review of machine learning and satellite imagery for poverty prediction: Implications for development research and applications
(
- Contribution to journal › Scientific review
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Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models
2023) In Nature Biotechnology(
- Contribution to journal › Article
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Mark
Deep label fusion : A generalizable hybrid multi-atlas and deep convolutional neural network for medical image segmentation
(
- Contribution to journal › Article
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Mark
Network Parameterisation and Activation Functions in Deep Learning
2023) In Doctoral Theses in Mathematical Sciences(
- Thesis › Doctoral thesis (compilation)
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Mark
Machine learning for early prediction of acute myocardial infarction or death in acute chest pain patients using electrocardiogram and blood tests at presentation
(
- Contribution to journal › Article
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Investigating Ancient Agricultural Field Systems In Sweden From Airborne Lidar Data By Using Convolutional Neural Network
(
- Contribution to journal › Article
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Deep learning algorithm performs similarly to radiologists in the assessment of prostate volume on MRI
(
- Contribution to journal › Article
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M2D2 : Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities
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- Contribution to journal › Article
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Chem2Side : A Deep Learning Model with Ensemble Augmentation (Conventional + Pix2Pix) for COVID-19 Drug Side-Effects Prediction from Chemical Images
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- Contribution to journal › Article
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Predicting Perceptual Centers Located at Vowel Onset in German Speech Using Long Short-Term Memory Networks
2023) 24th International Speech Communication Association, Interspeech 2023 In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023-August. p.1793-1797(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
MRI BrainAGE demonstrates increased brain aging in systemic lupus erythematosus patients
(
- Contribution to journal › Article
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Deep-learning image enhancement and fibre segmentation from time-resolved computed tomography of fibre-reinforced composites
(
- Contribution to journal › Article
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Mark
Effects of Value-Belief-Norm Theory, ESG, and AI on Space Tourist Behavior for Sustainability With Three Types of Space Tourism
2023) In Journal of Travel Research(
- Contribution to journal › Article
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Mark
Breast cancer detection accuracy of AI in an entire screening population : a retrospective, multicentre study
(
- Contribution to journal › Article
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Mark
Deep learning volumetric brain segmentation based on spectral CT
2023) Medical Imaging 2023: Physics of Medical Imaging In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 12463.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
A Novel Predictor for the Analysis and Prediction of Enhancers and Their Strength via Multi-View Features and Deep Forest
(
- Contribution to journal › Article
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Mark
CT-based volumetric measures obtained through deep learning : Association with biomarkers of neurodegeneration
2023) In Alzheimer's and Dementia(
- Contribution to journal › Article
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Mark
Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems
(
- Contribution to journal › Article
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Mark
Radiological features of brain hemorrhage through automated segmentation from computed tomography in stroke and traumatic brain injury
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- Contribution to journal › Article
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Mark
A Disentangled VAE-BiLSTM Model for Heart Rate Anomaly Detection
(
- Contribution to journal › Article
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Mark
Assessment of projection interpolation to compensate for the increased radiation dose in DBTMI
2023) Medical Imaging 2023: Physics of Medical Imaging In Progress in Biomedical Optics and Imaging - Proceedings of SPIE 12463.(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Feature semantic alignment and information supplement for Text-based person search
(
- Contribution to journal › Article
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Mark
Transcriptional intra-tumour heterogeneity predicted by deep learning in routine breast histopathology slides provides independent prognostic information
(
- Contribution to journal › Article
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Mark
Deep learning prediction of quantitative coronary angiography values using myocardial perfusion images with a CZT camera
(
- Contribution to journal › Article
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Mark
A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation Learning
2023) 33rd Medical Informatics Europe Conference: Caring is Sharing - Exploiting the Value in Data for Health and Innovation, MIE2023 In Studies in Health Technology and Informatics 302. p.609-610(
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Deep learning prediction models based on EHR trajectories : A systematic review
(
- Contribution to journal › Scientific review
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Mark
High-quality annotations for deep learning enabled plaque analysis in SCAPIS cardiac computed tomography angiography
(
- Contribution to journal › Article