Complex-valued neural networks to speed-up MR Thermometry during Hyperthermia using Fourier PD and PDUNet
Paper
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2310.01073
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Published
Otto von Guericke University Magdeburg
university
AI & ML interests
Artificial intelligence, Data Science, Computational Intelligence, Machine Learning, Reinforcement Learning
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OttovonGuerickeUniversityMagdeburg's activity
soumickmj
authored
20
papers
4 months ago
SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss
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2407.08655
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Published
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
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2206.05148
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Published
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation
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2312.15686
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Published
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
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2308.16139
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Published
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
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2112.13443
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Published
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images
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2206.06725
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Published
Liver Segmentation in Time-resolved C-arm CT Volumes Reconstructed from Dynamic Perfusion Scans using Time Separation Technique
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2302.04585
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Published
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN
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2302.04584
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Published
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging
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2207.10167
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Published
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI
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2202.05355
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Published
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
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2102.02711
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Published
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning
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2102.12898
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Published
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation
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2011.10654
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Published
Microcontroller based automated life savior -- Medisûr
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1912.02664
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Published
Breathing deformation model -- application to multi-resolution abdominal MRI
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1910.04456
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Published
Machine learning approach for segmenting glands in colon histology images using local intensity and texture features
Paper
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1905.08611
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Published
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning
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2011.14134
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Published
Classification of Brain Tumours in MR Images using Deep Spatiospatial Models
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2105.14071
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Published
TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models
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2110.08429
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Published