Search Results - "Lecture Notes in Computer Science"

Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

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Robust Argumentation Machines: First International Conference, RATIO 2024, Bielefeld, Germany, June 5–7, 2024, Proceedings by Cimiano, Philipp, Frank, Anette, Kohlhase, Michael, Stein, Benno

“…This open access book constitutes the proceedings of the First International Conference on Robust Argumentation Machines, RATIO 2024, which took place in…”
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Frontiers of Combining Systems: 15th International Symposium, FroCoS 2025, Reykjavik, Iceland, September 29 – October 1, 2025, Proceedings

“…This open access book constitutes the refereed proceedings of the 15th International Symposium on Frontiers of Combining Systems, FroCoS 2025, held in…”
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Automated Reasoning with Analytic Tableaux and Related Methods: 34th International Conference, TABLEAUX 2025, Reykjavik, Iceland, September 27–29, 2025, Proceedings

“…This open access book constitutes the proceedings of the 33rd International Conference on Automated Reasoning with AnalyticTableaux and Related Methods,…”
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Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation by Sheller, Micah J, Reina, G Anthony, Edwards, Brandon, Martin, Jason, Bakas, Spyridon

“…Deep learning models for semantic segmentation of images require large amounts of data. In the medical imaging domain, acquiring sufficient data is a…”
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Natural Scientific Language Processing and Research Knowledge Graphs: First International Workshop, NSLP 2024, Hersonissos, Crete, Greece, May 27, 2024, Proceedings by Rehm, Georg, Dietze, Stefan, Krüger, Frank

“…This Open Access book constitutes the refereed proceedings of the First International Workshop on Natural Scientific Language Processing and Research Knowledge…”
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Tumor-aware, Adversarial Domain Adaptation from CT to MRI for Lung Cancer Segmentation by Jiang, Jue, Hu, Yu-Chi, Tyagi, Neelam, Zhang, Pengpeng, Rimner, Andreas, Mageras, Gig S, Deasy, Joseph O, Veeraraghavan, Harini

“…We present an adversarial domain adaptation based deep learning approach for automatic tumor segmentation from T2-weighted MRI. Our approach is composed of two…”
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Electronic Voting: 10th International Joint Conference, E-Vote-ID 2025, Nancy, France, October 1–3, 2025, Proceedings

“…This open access book constitutes the proceedings of the 10th International Joint Conference on Electronic Voting, E-Vote-ID 2024, held in Nancy, France,…”
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Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink by Bashar, Manijeh, Akbari, Ali, Cumanan, Kanapathippillai, Ngo, Hien Quoc, Burr, Alister G., Xiao, Pei, Debbah, Merouane, Kittler, Josef

“…A cell-free massive multiple-input multiple-output (MIMO) uplink is considered, where quantize-and-forward (QF) refers to the case where both the channel…”
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GANimation: Anatomically-aware Facial Animation from a Single Image by Pumarola, Albert, Agudo, Antonio, Martinez, Aleix M, Sanfeliu, Alberto, Moreno-Noguer, Francesc

“…Recent advances in Generative Adversarial Networks (GANs) have shown impressive results for task of facial expression synthesis. The most successful…”
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A Semantic Framework for the Security Analysis of Ethereum Smart Contracts

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Conditional Generative Adversarial Networks for Metal Artifact Reduction in CT Images of the Ear by Wang, Jianing, Zhao, Yiyuan, Noble, Jack H, Dawant, Benoit M

“…We propose an approach based on a conditional generative adversarial network (cGAN) for the reduction of metal artifacts (RMA) in computed tomography (CT) ear…”
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xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers by Holzinger, Andreas, xxAI - beyond explainable AI (Workshop) (2020 : Vienna, Austria), International Conference on Machine Learning

“…This is an open access book. Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML…”
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Foundations of Software Science and Computation Structures: 28th International Conference, FoSSaCS 2025, Held as Part of the International Joint Conferences on Theory and Practice of Software, ETAPS 2025, Hamilton, ON, Canada, May 3–8, 2025, Proceedings

“…This open access book constitutes the proceedings of the 28th International Conference on Foundations of Software Science and Computation Structures, FOSSACS…”
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3D Research Challenges in Cultural Heritage V: Paradata, Metadata and Data in Digitisation by Ioannides, Marinos, Baker, Drew, Agapiou, Athos, Siegkas, Petros

“…This open access book presents a collection of papers focussing on 3D digitisation in the domain of cultural heritage. The use of data acquisition technologies…”
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Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance: First MICCAI Challenge, LISA 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings by Lepore, Natasha, Linguraru, Marius George

“…This open access LNCS volume 15515 constitutes the refereed proceedings of the First MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image…”
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Head and Neck Tumor Segmentation for MR-Guided Applications: First MICCAI Challenge, HNTS-MRG 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 17, 2024, Proceedings by Wahid, Kareem A, Dede, Naser, Mohamed A, Fuller, Clifton D

“…This Open Access book constitutes the refereed proceedings of the First MICCAI Challenge, HNTSMRG 2024, Held in Conjunction with MICCAI 2024, in Marrakesh,…”
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Bridging the Gap Between AI and Reality: First International Conference, AISoLA 2023, Crete, Greece, October 23–28, 2023, Selected Papers by Steffen, Bernhard

“…This open access book constitutes revised selected papers from the First International Conference on Bridging the Gap between AI and Reality, AISoLA 2023,…”
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Tools and Algorithms for the Construction and Analysis of Systems: 31st International Conference, TACAS 2025, Held as Part of the International Joint Conferences on Theory and Practice of Software, ETAPS 2025, Hamilton, ON, Canada, May 3–8, 2025, Proceedings, Part II

“…The open access book set LNCS 15696, 15697 and 15698 constitutes the proceedings of the 31st International Conference on Tools and Algorithms for the…”
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Omega-Regular Objectives in Model-Free Reinforcement Learning

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