Saikat Roy
Scholar

Saikat Roy

Google Scholar ID: dSs0DfoAAAAJ
Doctoral Researcher, German Cancer Research Center (DKFZ)
Deep LearningImage SegmentationRepresentation LearningDiffusion ModelsMedical Image Analysis
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Citations & Impact
All-time
Citations
1,153
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
9 items
MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation
2025
Cited
0
CRONOS: Continuous Time Reconstruction for 4D Medical Longitudinal Series
2025
Cited
0
Temporal Flow Matching for Learning Spatio-Temporal Trajectories in 4D Longitudinal Medical Imaging
2025
Cited
0
Inclusive, Differentially Private Federated Learning for Clinical Data
2025
Cited
0
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
2025
Cited
0
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
2025
Cited
0
Investigating the Feasibility of Patch-based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images
2025
Cited
0
ScaleMAI: Accelerating the Development of Trusted Datasets and AI Models
2025
Cited
1
Resume (English only)
Co-authors
14 total
Klaus H. Maier-Hein
Klaus H. Maier-Hein
Professor, Medical Image Computing, German Cancer Research Center
Constantin Ulrich
Constantin Ulrich
German Cancer Research Center (DKFZ)
Tassilo Wald
Tassilo Wald
PhD Student, Deutsche Krebsforschungszentrum (DKFZ)
Fabian Isensee
Fabian Isensee
HIP Applied Computer Vision Lab, Division of Medical Image Computing, German Cancer Research Center
Maximilian Rokuss
Maximilian Rokuss
German Cancer Research Center (DKFZ), University of Heidelberg
Yannick Kirchhoff
Yannick Kirchhoff
PhD Student, DKFZ
Paul F. Jaeger
Paul F. Jaeger
Research Scientist at Google DeepMind
Arindam Das
Arindam Das
Valeo | University of Limerick, Ireland