Saikat Roy

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 22

Top Topics

Medical Image Segmentation

Tubular Structures

Active Learning

Cerebrospinal Fluid

Top Venues

Bildverarbeitung für die Medizin

Publications

Fabian Isensee, Tassilo Wald, Constantin Ulrich, Michael Baumgartner, Saikat Roy, Klaus H. Maier-Hein, Paul F. Jaeger
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation. CoRR (2024)
Saikat Roy, Gregor Köhler, Michael Baumgartner, Constantin Ulrich, Fabian Isensee, Paul F. Jaeger, Klaus H. Maier-Hein
Abstract: 3D Medical Image Segmentation with Transformer-based Scaling of ConvNets - MedNeXt. Bildverarbeitung für die Medizin (2024)
Yannick Kirchhoff, Maximilian R. Rokuss, Saikat Roy, Balint Kovacs, Constantin Ulrich, Tassilo Wald, Maximilian Zenk, Philipp Vollmuth, Jens Kleesiek, Fabian Isensee, Klaus H. Maier-Hein
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures. CoRR (2024)
Robin Peretzke, Klaus H. Maier-Hein, Jonas Bohn, Yannick Kirchhoff, Saikat Roy, Sabrina Oberli-Palma, Daniela Becker, Pavlina Lenga, Peter F. Neher
Abstract: Semi-automatic White Matter Tract Segmentation using Active Learning atTRACTive. Bildverarbeitung für die Medizin (2024)
Jatinderkumar R. Saini, Saikat Roy
Preparation of Rich Lists of Research Gaps in the Specific Sentiment Analysis Tasks of Code-mixed Indian Languages. SN Comput. Sci. 5 (1) (2024)
Robin Peretzke, Klaus H. Maier-Hein, Jonas Bohn, Yannick Kirchhoff, Saikat Roy, Sabrina Oberli-Palma, Daniela Becker, Pavlina Lenga, Peter F. Neher
atTRACTive: Semi-automatic white matter tract segmentation using active learning. CoRR (2023)
Saikat Roy, Tassilo Wald, Gregor Köhler, Maximilian R. Rokuss, Nico Disch, Julius Holzschuh, David Zimmerer, Klaus H. Maier-Hein
SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model. CoRR (2023)
Saikat Roy, Gregor Köhler, Michael Baumgartner, Constantin Ulrich, Jens Petersen, Fabian Isensee, Klaus H. Maier-Hein
Transformer Utilization in Medical Image Segmentation Networks. CoRR (2023)
Saikat Roy, Gregor Köhler, Constantin Ulrich, Michael Baumgartner, Jens Petersen, Fabian Isensee, Paul F. Jäger, Klaus H. Maier-Hein
MedNeXt: Transformer-Driven Scaling of ConvNets for Medical Image Segmentation. MICCAI (4) (2023)
Robin Peretzke, Klaus H. Maier-Hein, Jonas Bohn, Yannick Kirchhoff, Saikat Roy, Sabrina Oberli-Palma, Daniela Becker, Pavlina Lenga, Peter F. Neher
atTRACTive: Semi-automatic White Matter Tract Segmentation Using Active Learning. MICCAI (8) (2023)
Marc K. Ickler, Michael Baumgartner, Saikat Roy, Tassilo Wald, Klaus H. Maier-Hein
Taming Detection Transformers for Medical Object Detection. CoRR (2023)
Marc K. Ickler, Michael Baumgartner, Saikat Roy, Tassilo Wald, Klaus H. Maier-Hein
Taming Detection Transformers for Medical Object Detection. Bildverarbeitung für die Medizin (2023)
Saikat Roy, Gregor Köhler, Constantin Ulrich, Michael Baumgartner, Jens Petersen, Fabian Isensee, Paul F. Jaeger, Klaus H. Maier-Hein
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation. CoRR (2023)
Saikat Roy, David Kügler, Martin Reuter
Are 2.5D approaches superior to 3D deep networks in whole brain segmentation? MIDL (2022)
Saikat Roy, Nibaran Das, Mahantapas Kundu, Mita Nasipuri
Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach. CoRR (2018)
Saikat Roy, Satya Bagchi
On maximum distance separable group codes with complementary duals. CoRR (2018)
Arindam Das, Saikat Roy, Ujjwal Bhattacharya, Swapan K. Parui
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks. ICPR (2018)
Arindam Das, Saikat Roy, Ujjwal Bhattacharya
Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks. CoRR (2018)
Saikat Roy, Nibaran Das, Mahantapas Kundu, Mita Nasipuri
Handwritten isolated Bangla compound character recognition: A new benchmark using a novel deep learning approach. Pattern Recognit. Lett. 90 (2017)
Srinka Basu, Saikat Roy, Ujjwal Maulik
Convolutional Regression Framework for Human Health Prediction Under Social Influences. COMSNETS (Revised Selected Papers and Invited Papers) (2017)
Srinka Basu, Saikat Roy, Ujjwal Maulik
Convolutional regression framework for health behavior prediction. COMSNETS (2017)
Saikat Roy, Arindam Das, Ujjwal Bhattacharya
Generalized stacking of layerwise-trained Deep Convolutional Neural Networks for document image classification. ICPR (2016)
Saikat Roy, Soumalya Sarkar, Avranil Tah
A Bluetooth-Based Autonomous Mining System. ICACNI (2013)
Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich
Reinforcement Learning Via Practice and Critique Advice. AAAI (2010)