Code supporting "Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis"
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Description
PyTorch implementation of "Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis" (Pattern Recognition 2025).
Please see uploaded README file for detailed description of how to use the code.
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Software / Usage instructions
Please see README.md
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Rights and licensing
CC-BY-ND
Sponsorship
Wellcome Trust (221633/Z/20/Z)
Biotechnology and Biological Sciences Research Council (BB/P021255/1)
Wellcome Trust (205067/Z/16/Z)
EPSRC (EP/V029428/1)
EPSRC (EP/S026045/1)
EPSRC (EP/T003553/1)
Engineering and Physical Sciences Research Council (EP/N014588/1)
EPSRC (EP/T017961/1)
Wellcome Trust (215733/Z/19/Z)
European Commission Horizon 2020 (H2020) Marie Sk?odowska-Curie actions (777826)
Biotechnology and Biological Sciences Research Council (BB/P021255/1)
Wellcome Trust (205067/Z/16/Z)
EPSRC (EP/V029428/1)
EPSRC (EP/S026045/1)
EPSRC (EP/T003553/1)
Engineering and Physical Sciences Research Council (EP/N014588/1)
EPSRC (EP/T017961/1)
Wellcome Trust (215733/Z/19/Z)
European Commission Horizon 2020 (H2020) Marie Sk?odowska-Curie actions (777826)
This project was supported with funding from the Cambridge Centre for Data-Driven Discovery and Accelerate Programme for Scientific Discovery, made possible by a donation from Schmidt Sciences. Zhongying Deng acknowledges the support from Wellcome Trust 221633/Z/20/Z. Zoe Kourtzi acknowledges support from the Biotechnology and Biological Sciences Research Council H012508 and BB/P021255/1, Alan Turing Institute TU/B/000095, Wellcome Trust 205067/Z/16/Z, 221633/Z/20/Z, Royal Society INF/R2/202107. Carola-Bibiane Schönlieb acknowledges support from the Philip Leverhulme Prize, the Royal Society Wolfson Fellowship, the EPSRC advanced career fellowship EP/V029428/1, EPSRC grants EP/S026045/1 and EP/T003553/1, EP/N014588/1, EP/T017961/1, the Wellcome Innovator Awards 215733/Z/19/Z and 221633/Z/20/Z, the European Union Horizon 2020 research and innovation programme under the Marie Skodowska-Curie grant agreement No. 777826 NoMADS, the Cantab Capital Institute for the Mathematics of Information and the Alan Turing Institute. Angelica I. Aviles-Rivero gratefully acknowledges the support from Yau Mathematical Sciences Center, Tsinghua University. Chaoyu Liu acknowledges the support from the Maths4DL program under grant EP/V026259/1.