Philip Chikontwe
News
Papers, preprints and updates.
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service Serving as Associate Topic Editor, with Junhan Zhao, for the Frontiers in Medicine special issue “Multimodal, Foundation and Agent AI for Real-World Clinical Decision Support”. Submissions are open until January 22, 2027. Read →
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Oral Privacy-Preserving Federated Distillation of Foundation Models for Multi-Institutional Pediatric Glioma Recurrence Prediction was selected for an oral presentation at the PedAItrics workshop, MICCAI 2026.
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highlight Our work on AI-guided therapy targeting biallelic RB1 loss in hepatocellular carcinoma is published in Signal Transduction and Targeted Therapy (Nature Portfolio). Read →
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preprint New preprint on arXiv: FDIR, harmonizing fidelity and human–machine preference in lossy compression image restoration. Read →
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preprint New preprint on arXiv: international expert perspectives on computational pathology in the era of foundation and agentic AI. Read →
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paper Paper on subject-adaptive meta-learning for personalized BCI published in Information Fusion. Read →
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paper Paper on efficient one-shot federated learning for medical data published in Medical Image Analysis. Read →
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paper Paper on communication-efficient federated learning for multi-organ segmentation published in IEEE Transactions on Medical Imaging. Read →
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paper FR-MIL published in IEEE Transactions on Medical Imaging.
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paper Low-Shot Prompt Tuning for MIL-based histology classification accepted at MICCAI 2024.
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career Joined the Yu Lab at Harvard Medical School as a Research Fellow.