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- 2024
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Mark
Prediction of Consolidation Tumor Ratio on Planning CT Images of Lung Cancer Patients Treated with Radiotherapy Based on Deep Learning
(
- Contribution to journal › Article
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Mark
ACCELERATED FORWARD-BACKWARD OPTIMIZATION USING DEEP LEARNING
(
- Contribution to journal › Article
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Mark
Advancing X-ray imaging with deep learning : Physics-inspired reconstruction approaches
2024)(
- Thesis › Doctoral thesis (compilation)
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Mark
Novel radiological approaches for diagnosis and treatment of diseases in the pelvic region. Applications in the uterus and the prostate.
2024) In Lund University, Faculty of Medicine Doctoral Dissertation Series(
- Thesis › Doctoral thesis (compilation)
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Mark
Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model
(
- Contribution to journal › Article
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Mark
Machine learning in cartography
(
- Contribution to journal › Debate/Note/Editorial
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Mark
Temporal cluster-based local deep learning or signal processing-temporal convolutional transformer for daily runoff prediction?
(
- Contribution to journal › Article
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Mark
A 16 × 16 Patch-Based Deep Learning Model for the Early Prognosis of Monkeypox from Skin Color Images
(
- Contribution to journal › Article
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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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Mark
Scaling behaviours of deep learning and linear algorithms for the prediction of stroke severity
(
- Contribution to journal › Article
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Mark
Development and prognostic validation of a three-level NHG-like deep learning-based model for histological grading of breast cancer
(
- Contribution to journal › Article
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Mark
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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Mark
CT-based volumetric measures obtained through deep learning : Association with biomarkers of neurodegeneration
(
- 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
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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Mark
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
BioEncoder : A metric learning toolkit for comparative organismal biology
(
- Contribution to journal › Article
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Mark
Random effects during training : Implications for deep learning-based medical image segmentation
(
- Contribution to journal › Article
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Mark
RawECGNet : Deep Learning Generalization for Atrial Fibrillation Detection From the Raw ECG
(
- Contribution to journal › Article
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Mark
Training deep learning based dynamic MR image reconstruction using open-source natural videos
(
- Contribution to journal › Article
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Mark
DMEL: THE DIFFERENTIABLE LOG-MEL SPECTROGRAM AS A TRAINABLE LAYER IN NEURAL NETWORKS
2024) 49th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings p.5005-5009(
- 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
(
- Contribution to journal › Article
- 2023
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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
Towards optimization of anomaly detection in DevOps
(
- Contribution to journal › Article
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Mark
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
(
- Contribution to journal › Article
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Mark
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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Mark
Robust fusion for skin lesion segmentation of dermoscopic images
(
- 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
Investigating Ancient Agricultural Field Systems In Sweden From Airborne Lidar Data By Using Convolutional Neural Network
(
- Contribution to journal › Article
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Mark
Deep learning algorithm performs similarly to radiologists in the assessment of prostate volume on MRI
(
- Contribution to journal › Article
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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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Mark
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 learning prediction models based on EHR trajectories : A systematic review
(
- Contribution to journal › Scientific review
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Mark
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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Mark
Deep Learning on Ultrasound Images Visualizes the Femoral Nerve with Good Precision
(
- Contribution to journal › Article
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Mark
Reconstructing long-term global satellite-based soil moisture data using deep learning method
(
- Contribution to journal › Article
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Mark
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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Mark
M2D2 : Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities
(
- 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
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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Mark
MRI BrainAGE demonstrates increased brain aging in systemic lupus erythematosus patients
(
- Contribution to journal › Article
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Mark
Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis Based on Lateral Knee Radiographs, Demographic Data and Symptomatic Assessments
2023) In Methods of Information in Medicine(
- Contribution to journal › Article
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Mark
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
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
-
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