Anirban Mukhopadhyay

1. GANs for medical image analysis
   2020/08/09 by Salome Kazeminia, Christoph Baur, Arjan Kuijper +4 · 9 citations
   Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
2. Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata
   2023/02/07 by John Kalkhof, Camila González, Kalkhof, John +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Quantum-Dot Cellular Automata #electronic engineering #information engineering
3. Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models
   2023/08/03 by Yannik Frisch, Moritz Fuchs, Frisch, Yannik +17 · 3 citations
   Computer Science · #AI in cancer detection #Digital Imaging for Blood Diseases #Machine Learning in Healthcare
4. M3D-NCA: Robust 3D Segmentation with Built-in Quality Control
   2023/09/06 by John Kalkhof, Kalkhof, John, Anirban Mukhopadhyay +1 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
5. Tool and Phase recognition using contextual CNN features
   2016/10/27 by Manish Sahu, Sahu, Manish, Anirban Mukhopadhyay +5 · 1 citation
   Engineering · Medicine · #Advanced X-ray and CT Imaging #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
6. Simulation-to-Real domain adaptation with teacher-student learning for\n endoscopic instrument segmentation
   2021/03/02 by Manish Kumar Sahu, Sahu, Manish, Anirban Mukhopadhyay +3 · 1 citation
   Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Surgical Simulation and Training
7. Frequency-Time Diffusion with Neural Cellular Automata
   2024/01/11 by John Kalkhof, Kalkhof, John, Arlene Kühn +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
8. Continual Hippocampus Segmentation with Transformers
   2022/04/17 by Amin Ranem, Camila González, Ranem, Amin +3 · 1 citation
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education #Radiomics and Machine Learning in Medical Imaging
9. MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation
   2025/01/05 by Mittal, Avni, John Kalkhof, Kalkhof, John +4 · 1 citation
   Mathematics · #Mathematical Biology Tumor Growth
10. Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation
    2022/09/20 by Amin Ranem, John Kalkhof, Ranem, Amin +7 · 1 citation
    Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
11. Voxel Scene Graph for Intracranial Hemorrhage
    2024/07/31 by Antoine Sanner, Sanner, Antoine P., Nils F. Grauhan +7 · 1 citation
    Computer Science · #68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Multimodal Machine Learning Applications
12. NCA-Morph: Medical Image Registration with Neural Cellular Automata
    2024/10/29 by Amin Ranem, John Kalkhof, Ranem, Amin +3 · 1 citation
    Computer Science · #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation
    2024/10/30 by Amin Ranem, Ranem, Amin, John Kalkhof +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics and Neurodevelopmental Disorders #Image and Video Processing (eess.IV) #Memory and Neural Mechanisms #Neurogenesis and neuroplasticity mechanisms #electronic engineering #information engineering
14. Group Equivariant Diffusion for Anomaly Detection in Computational Cytology
    2026/07/28 by Swarnadip Chatterjee, Ssharvien Kumar Sivakumar, Anirban Mukhopadhyay
    #cs.CV