Search Results - Soumick Chatterjee

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  1. 1

    DDoS-UNet: Incorporating Temporal Information Using Dynamic Dual-Channel UNet for Enhancing Super-Resolution of Dynamic MRI by Soumick Chatterjee, Chompunuch Sarasaen, Georg Rose, Andreas Nurnberger, Oliver Speck

    Published in IEEE Access (2024-01-01)
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  2. 2

    Self-supervised learning for characterising histomorphological diversity and spatial RNA expression prediction across 23 human tissue types by Francesco Cisternino, Sara Ometto, Soumick Chatterjee, Edoardo Giacopuzzi, Adam P. Levine, Craig A. Glastonbury

    Published in Nature Communications (2024-07-01)
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  3. 3

    LUMEN–A deep learning pipeline for analysis of the 3D morphology of the cerebral lenticulostriate arteries from time-of-flight 7T MRI by Rui Li, Soumick Chatterjee, Yeerfan Jiaerken, Xia Zhou, Chethan Radhakrishna, Philip Benjamin, Stefania Nannoni, Daniel J. Tozer, Hugh S. Markus, Christopher T. Rodgers

    Published in NeuroImage (2025-09-01)
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  4. 4

    Complex-valued neural networks to speed-up MR thermometry during hyperthermia using Fourier PD and PDUNet by Rupali Khatun, Soumick Chatterjee, Christoph Bert, Martin Wadepohl, Oliver J. Ott, Sabine Semrau, Rainer Fietkau, Andreas Nürnberger, Udo S. Gaipl, Benjamin Frey

    Published in Scientific Reports (2025-04-01)
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  5. 5

    TorchEsegeta: Framework for Interpretability and Explainability of Image-Based Deep Learning Models by Soumick Chatterjee, Arnab Das, Chirag Mandal, Budhaditya Mukhopadhyay, Manish Vipinraj, Aniruddh Shukla, Rajatha Nagaraja Rao, Chompunuch Sarasaen, Oliver Speck, Andreas Nürnberger

    Published in Applied Sciences (2022-02-01)
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  6. 6

    DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data by Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Chompunuch Sarasaen, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger

    Published in Journal of Imaging (2022-09-01)
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  7. 7

    Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images by Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger

    Published in Journal of Imaging (2024-02-01)
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  8. 8

    Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution by Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Anitha Bhat Talagini Ashoka, Mayura Gurjar Cheepinahalli Vasudeva, Shudarsan Saravanan, Venkatesh Thirugnana Sambandham, Pavan Tummala, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger

    Published in Journal of Imaging (2024-08-01)
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  9. 9

    VesselBoost: A Python Toolbox for Small Blood Vessel Segmentation in Human Magnetic Resonance Angiography Data by Marshall Xu, Fernanda L. Ribeiro, Markus Barth, Michaël Bernier, Steffen Bollmann, Soumick Chatterjee, Francesco Cognolato, Omer F. Gulban, Vaibhavi Itkyal, Siyu Liu, Hendrik Mattern, Jonathan R. Polimeni, Thomas B. Shaw, Oliver Speck, Saskia Bollmann

    Published in Aperture Neuro (2024-09-01)
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