{"id":10,"date":"2022-09-13T11:55:38","date_gmt":"2022-09-13T09:55:38","guid":{"rendered":"https:\/\/www.kth.se\/blogs\/sfl\/?page_id=10"},"modified":"2026-02-23T14:10:24","modified_gmt":"2026-02-23T13:10:24","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.kth.se\/blogs\/sfl\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"
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  1. “Reducing the Number of Leads for ECG Imaging with Graph Neural Networks and Meaningful Latent Space<\/strong><\/a>” Giacomo Verardo, Daniel F. Perez-Ramirez, Samuel Bruchfeld, Magnus Boman, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., and Dejan Kosti\u0107. In: Camara, O.,\u00a0et al.<\/em>Statistical Atlases and Computational Models of the Heart. Workshop, CMRxRecon and MBAS Challenge Papers.. STACOM 2024. Lecture Notes in Computer Science, vol 15448. Springer, Cham.<\/li>\n
  2. “FMM-Head: Enhancing Autoencoder-Based ECG Anomaly Detection with Prior Knowledge<\/a><\/strong>“, Giacomo Verardo, Magnus Boman, Samuel Bruchfeld, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., and Dejan Kostic. In: Wallraven, C., Liu, C. L., & Ross, A. (eds) Pattern Recognition and Artificial Intelligence. ICPRAI 2024.<\/i> Lecture Notes in Computer Science, vol 14892. 2025, Springer, Singapore.<\/li>\n
  3. “Reducing the number of leads for ECG Imaging with Graph Neural Networks and meaningful latent space<\/strong><\/a>“, Giacomo Verardo, Daniel F. Perez-Ramirez, Samuel Bruchfeld, Magnus Boman, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., and Dejan Kosti\u0107, Proceedings of the 15th Statistical Atlases and Computational Modeling of the Heart (STACOM<\/strong>)<\/em>, October 2024.<\/li>\n
  4. “FMM-Head: Enhancing Autoencoder-based ECG anomaly detection with prior knowledge<\/strong>“<\/a>, Giacomo Verardo, Magnus Boman, Samuel Bruchfeld, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., and Dejan Kostic, Proceedings of the 4th International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI<\/strong><\/em>), July 2024.<\/li>\n
  5. “Optimizing Neural Network Models for Healthcare and Federated Learning<\/span><\/span><\/strong><\/a>“, Giacomo Verardo\u2019s Licentiate Thesis at KTH, May<\/em>\u00a02024.<\/li>\n
  6. “Fast Server Learning Rate Tuning for Coded Federated Dropout<\/strong><\/a>“, Giacomo Verardo, Daniel Barreira, Marco Chiesa, Dejan Kostic and Gerald Quentin Maguire Jr., In: Goebel, R., Yu, H., Faltings, B., Fan, L. & Xiong, Z. (Eds.). Trustworthy Federated Learning. Lecture Notes in Artificial Intelligence<\/em>, vol. 13448, pp. 85-100. Springer, Cham, 2023.<\/li>\n
  7. “Fast Server Learning Rate Tuning for Coded Federated Dropout<\/strong><\/a>“, Giacomo Verardo, Daniel Barreira, Marco Chiesa, Dejan Kostic and Gerald Quentin Maguire Jr., International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI<\/strong>)<\/em>, June 2022.<\/li>\n<\/ol>\n<\/div>","protected":false},"excerpt":{"rendered":"

    “Reducing the Number of Leads for ECG Imaging with Graph Neural Networks and Meaningful Latent Space” Giacomo Verardo, Daniel F. Perez-Ramirez, Samuel Bruchfeld, Magnus Boman, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., and Dejan Kosti\u0107. In: Camara, O.,\u00a0et al.Statistical Atlases and Computational Models of the Heart. Workshop, CMRxRecon and MBAS Challenge Papers.. STACOM 2024. […]<\/p>\n","protected":false},"author":621,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-10","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/pages\/10","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/users\/621"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/comments?post=10"}],"version-history":[{"count":4,"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/pages\/10\/revisions"}],"predecessor-version":[{"id":40,"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/pages\/10\/revisions\/40"}],"wp:attachment":[{"href":"https:\/\/www.kth.se\/blogs\/sfl\/wp-json\/wp\/v2\/media?parent=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}