Taming Detection Transformers for Medical Object Detection

Marc K. Ickler, M. Baumgartner, Saikat Roy, T. Wald, K. Maier-Hein

arXiv.org, 2023

atTRACTive: Semi-automatic white matter tract segmentation using active learning

Robin Peretzke, Klaus Maier-Hein, Jonas Bohn, Y. Kirchhoff, Saikat Roy, Sabrina Oberli-Palma, Daniela Becker, P. Lenga, P. Neher

International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation

Saikat Roy, Gregor Koehler, Constantin Ulrich, M. Baumgartner, Jens Petersen, Fabian Isensee, P. Jaeger, K. Maier-Hein

International Conference on Medical Image Computing and Computer-Assisted Intervention, 2023

Transformer Utilization in Medical Image Segmentation Networks

Saikat Roy, Gregor Koehler, M. Baumgartner, Constantin Ulrich, Jens Petersen, Fabian Isensee, K. Maier-Hein

arXiv.org, 2023

SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model

Saikat Roy, T. Wald, Gregor Koehler, Maximilian R. Rokuss, Nico Disch, J. Holzschuh, David Zimmerer, K. Maier-Hein

arXiv.org, 2023

Are 2.5D approaches superior to 3D deep networks in whole brain segmentation?

Saikat Roy, David Kügler, M. Reuter

International Conference on Medical Imaging with Deep Learning, 2022

Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks

Arindam Das, Saikat Roy, U. Bhattacharya

International Conference on Pattern Recognition, 2018

Handwritten isolated Bangla compound character recognition: A new benchmark using a novel deep learning approach

Saikat Roy, N. Das, M. Kundu, M. Nasipuri

Pattern Recognition Letters, 2017

Convolutional regression framework for health behavior prediction

Srinka Basu, Saikat Roy, U. Maulik

International Conference on Communication Systems and Networks, 2017

Generalized stacking of layerwise-trained Deep Convolutional Neural Networks for document image classification

Saikat Roy, Arindam Das, U. Bhattacharya

International Conference on Pattern Recognition, 2016