Complex-valued neural networks to speed-up MR Thermometry during Hyperthermia using Fourier PD and PDUNet
Paper • 2310.01073 • Published
AI & ML interests
None defined yet.
soumickmj
authored 20
papers about 2 years ago
SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss
Paper • 2407.08655 • Published • 1
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Paper • 2206.05148 • Published
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation
Paper • 2312.15686 • Published
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Paper • 2308.16139 • Published
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
Paper • 2112.13443 • Published
Automated SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MR Images
Paper • 2206.06725 • Published
Liver Segmentation in Time-resolved C-arm CT Volumes Reconstructed from Dynamic Perfusion Scans using Time Separation Technique
Paper • 2302.04585 • Published
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN
Paper • 2302.04584 • Published
Liver Segmentation using Turbolift Learning for CT and Cone-beam C-arm Perfusion Imaging
Paper • 2207.10167 • Published
DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI
Paper • 2202.05355 • Published
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Paper • 2102.02711 • Published
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning
Paper • 2102.12898 • Published
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation
Paper • 2011.10654 • Published
Microcontroller based automated life savior -- Medisûr
Paper • 1912.02664 • Published
Breathing deformation model -- application to multi-resolution abdominal MRI
Paper • 1910.04456 • Published
Machine learning approach for segmenting glands in colon histology images using local intensity and texture features
Paper • 1905.08611 • Published
Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning
Paper • 2011.14134 • Published
Classification of Brain Tumours in MR Images using Deep Spatiospatial Models
Paper • 2105.14071 • Published
TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models
Paper • 2110.08429 • Published