Soumick Chatterjee

Magdeburg, ST, Germany

Last Updated: 09/26/2026

Save publications for later

Sign Up

Not sure about your diagnosis?

Check Your Symptoms

Found 19 publications

LUMEN-A deep learning pipeline for analysis of the 3D morphology of the cerebral lenticulostriate arteries from time-of-flight 7T MRI.

LUMEN-A deep learning pipeline for analysis of the 3D morphology of the cerebral lenticulostriate arteries from time-of-flight 7T MRI.

Journal: NeuroImage

Published: March 28, 2025

Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture.

Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture.

Journal: Nature communications

Published: December 13, 2024

MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision.

MedShapeNet - a large-scale dataset of 3D medical shapes for computer vision.

Journal: Biomedizinische Technik. Biomedical engineering

Published: August 22, 2024

Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution.

Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution.

Journal: Journal of imaging

Published: June 25, 2024

VesselBoost: A Python Toolbox for Small Blood Vessel Segmentation in Human Magnetic Resonance Angiography Data.

VesselBoost: A Python Toolbox for Small Blood Vessel Segmentation in Human Magnetic Resonance Angiography Data.

Journal: bioRxiv : the preprint server for biology

Published: June 03, 2024

Complex-valued neural networks to speed-up MR thermometry during hyperthermia using Fourier PD and PDUNet.

Complex-valued neural networks to speed-up MR thermometry during hyperthermia using Fourier PD and PDUNet.

Journal: Scientific reports

Published: May 28, 2024

PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation.

PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation.

Journal: Medical image analysis

Published: May 15, 2024

Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images.

Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images.

Journal: Journal of imaging

Published: January 08, 2024

Self-supervised learning for characterising histomorphological diversity and spatial RNA expression prediction across 23 human tissue types.

Self-supervised learning for characterising histomorphological diversity and spatial RNA expression prediction across 23 human tissue types.

Journal: Nature communications

Published: August 22, 2023

Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction.

Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: February 09, 2023

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data.

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data.

Journal: Journal of imaging

Published: August 10, 2022

MICDIR: Multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent.

MICDIR: Multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: August 02, 2022

Showing 1-12 of 19

Last Updated: 09/26/2026