Chompunuch Sarasaen

According to our database, Chompunuch Sarasaen authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

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

Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger

J. Imaging, February, 2024

2022

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

Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Chompunuch Sarasaen, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger

J. Imaging, 2022

DDoS-UNet: Incorporating temporal information using Dynamic Dual-channel UNet for enhancing super-resolution of dynamic MRI.

Soumick Chatterjee, Chompunuch Sarasaen, Georg Rose, Andreas Nürnberger, Oliver Speck

CoRR, 2022

ReconResNet: Regularised residual learning for MR image reconstruction of Undersampled Cartesian and Radial data.

Soumick Chatterjee, Mario Breitkopf, Chompunuch Sarasaen, Hadya Yassin, Georg Rose, Andreas Nürnberger, Oliver Speck

Comput. Biol. Medicine, 2022

2021

TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models.

Soumick Chatterjee, Arnab Das, Chirag Mandal, Budhaditya Mukhopadhyay, Manish Vipinraj, Aniruddh Shukla, Rajatha Nagaraja Rao, Chompunuch Sarasaen, Oliver Speck, Andreas Nürnberger

CoRR, 2021

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge.

Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf, Georg Rose, Andreas Nürnberger, Oliver Speck

Artif. Intell. Medicine, 2021

2020

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

Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Rupali Khatun, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger

CoRR, 2020

2019

Breathing deformation model - application to multi-resolution abdominal MRI.

Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf, Domenico Iuso, Georg Rose, Oliver Speck

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019