Saikat Roy (Preferred)
Saikat Roy
PhD student, Faculty of Mathematics and Computer Science, Ruprecht-Karls-Universität Heidelberg
Joined
December 2021
Names
Emails
****@dkfz.de (Confirmed)
****@dkfz-heidelberg.de (Confirmed)
****@gmail.com (Confirmed)
****@saikatroy.me (Confirmed)
Personal Links
Career & Education History
PhD student
Faculty of Mathematics and Computer Science, Ruprecht-Karls-Universität Heidelberg (uni-heidelberg.de)
2023 – Present
MS student
Institute of Computer Science, Rheinische Friedrich-Wilhelms Universität Bonn (uni-bonn.de)
2017 – 2021
MS student
Jadavpur University (jadavpur.edu)
2013 – 2015
Advisors, Relations & Conflicts
Expertise
self-supervised pretraining
2026 – Present
medical image classification
2025 – Present
supervised pretraining
2023 – Present
representation learning
2022 – Present
Transformers
2021 – Present
medical image segmentation
2018 – Present
medical image analysis
2018 – Present
deep learning
2014 – Present
Publications
Co-Authors
- Afshin Bozorgpour
- Alan Yuille
- Andrea Cavalli
- Arindam Das
- Balint Kovacs
- Benjamin Hamm
- Bo Zhao
- Constantin Ulrich
- Daguang Xu
- Daniela Becker
- Dasha Trofimova
- David Kügler
- David Zimmerer
- Dimitrios Bounias
- Dorit Merhof
- Fabian Isensee
- Fan BAI
- Gregor Koehler
- Gregor Köhler
- Hanxue Gu
- Hao Chen
- Haonan Wang
- Haoyu Dong
- Holger R Roth
- Jens Petersen