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Siyu Liu
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 9
Top Topics
Medical Image Segmentation
Top Venues
CoRR
ISBI
Medical Image Anal.
NeuroImage
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Publications
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Siyu Liu
,
Linfeng Liu
,
Craig Engstrom
,
Xuan Vinh To
,
Zongyuan Ge
,
Stuart Crozier
,
Fatima A. Nasrallah
,
Shekhar S. Chandra
Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery.
MICCAI (5)
(2023)
Wei Dai
,
Siyu Liu
,
Craig B. Engstrom
,
Shekhar S. Chandra
Explainable Semantic Medical Image Segmentation with Style.
CoRR
(2023)
Linfeng Liu
,
Junyan Lyu
,
Siyu Liu
,
Xiaoying Tang
,
Shekhar S. Chandra
,
Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.
CoRR
(2023)
Linfeng Liu
,
Junyan Lyu
,
Siyu Liu
,
Xiaoying Tang
,
Shekhar S. Chandra
,
Fatima A. Nasrallah
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.
ISBI
(2023)
Siyu Liu
,
Jason A. Dowling
,
Craig Engstrom
,
Peter B. Greer
,
Stuart Crozier
,
Shekhar S. Chandra
Manipulating Medical Image Translation with Manifold Disentanglement.
DICTA
(2023)
Linfeng Liu
,
Siyu Liu
,
Lu Zhang
,
Xuan Vinh To
,
Fatima A. Nasrallah
,
Shekhar S. Chandra
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data.
NeuroImage
277 (2023)
Siyu Liu
,
Linfeng Liu
,
Xuan Vinh
,
Stuart Crozier
,
Craig Engstrom
,
Fatima Nasrallah
,
Shekhar Chandra
Structure Guided Manifolds for Discovery of Disease Characteristics.
CoRR
(2022)
Linfeng Liu
,
Siyu Liu
,
Lu Zhang
,
Xuan Vinh To
,
Fatima Nasrallah
,
Shekhar S. Chandra
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data.
CoRR
(2022)
Wei Dai
,
Boyeong Woo
,
Siyu Liu
,
Matthew Marques
,
Craig Engstrom
,
Peter B. Greer
,
Stuart Crozier
,
Jason A. Dowling
,
Shekhar S. Chandra
CAN3D: Fast 3D medical image segmentation via compact context aggregation.
Medical Image Anal.
82 (2022)