News

  • Two papers were accepted to MICCAI 2026: VoxShield on 3D medical dataset protection (Early Accept, corresponding author) and BeatRhythm-TTA on ECG classification test-time adaptation (corresponding author). Both are student-led works by undergraduate students I mentored.

  • Our paper "FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation" was accepted by Medical Image Analysis (IF=11.8).

  • I passed the final defense of my Ph.D. thesis and graduated from Science Tokyo.

  • Our contributed book chapter "Decentralized Diagnostics: The Role of Federated Learning in Modern Medical Imaging" in the book "Advances in Intelligent Disease Diagnosis and Treatment" was published.

  • Our paper about Federated Client Unlearning was early accepted by MICCAI 2024.

  • Our paper about Federated Active Learning was accepted by Journal of Investigative Dermatology.

  • Our paper about Federated Learning for Label Set Mismatch was early accepted by MICCAI 2023.

  • Our paper about dose reduction in digital breast tomosynthesis was accepted by IEEE EMBC 2023.

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