334 citations
- Otto-von-Guericke-Universität MagdeburgDE16 papers
- German Center for Neurodegenerative DiseasesDE12 papers
- Human TechnopoleIT5 papers
- Leibniz Institute for NeurobiologyDE3 papers
- Medizinische Hochschule HannoverDE3 papers
- University Hospital MagdeburgDE3 papers
- Helmholtz-Zentrum HereonDE2 papers
- Radboud University NijmegenNL2 papers
- UNSW SydneyAU2 papers
- AGH University of KrakowPL1 paper
- Apollo HospitalsIN1 paper
- BG Klinikum DuisburgDE1 paper
4 papers · 1 filter
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation
Dhanunjaya Mitta, Soumick Chatterjee, Oliver Speck +1
Segmentation of biomedical images can assist radiologists to make a better diagnosis and take decisions faster by helping in the detection of abnormalities, such as tumors. Manual…
Discussion of 'Detecting possibly frequent change-points: Wild Binary Segmentation 2 and steepest-drop model selection'
Haeran Cho, Claudia Kirch
We discuss the theoretical guarantee provided by the WBS2.SDLL proposed in Fryzlewicz (2020) and explore an alternative, MOSUM-based candidate generation method for the SDLL.
DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data
Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal +7
Blood vessels of the brain provide the human brain with the required nutrients and oxygen. As a vulnerable part of the cerebral blood supply, pathology of small vessels can cause s…
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images
Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen +10
The outbreak of COVID-19 has shocked the entire world with its fairly rapid spread and has challenged different sectors. One of the most effective ways to limit its spread is the e…