Fully Automatic Computer-aided Mass Detection and Segmentation via Pseudo-color Mammograms and Mask R-CNN. - Hang Min; Devin Wilson; Yinhuang Huang; Siyu Liu 002; Stuart Crozier; Andrew P. Bradley; Shekhar S. Chandra (ISBI, 2020)

Fabric Image Representation Encoding Networks for Large-scale 3D Medical Image Analysis. - Siyu Liu 002; Wei Dai; Craig Engstrom; Jurgen Fripp; Peter B. Greer; Stuart Crozier; Jason A. Dowling; Shekhar S. Chandra (CoRR, 2020)

Can3d: Fast 3d Knee Mri Segmentation Via Compact Context Aggregation. - Wei Dai; Boyeong Woo; Siyu Liu 002; Matthew Marques; Fangfang Tang; Stuart Crozier; Craig Engstrom; Shekhar Chandra (ISBI, 2021)

Structure Guided Manifolds for Discovery of Disease Characteristics. - Siyu Liu 002; Linfeng Liu; Xuan Vinh; Stuart Crozier; Craig Engstrom; Fatima A. Nasrallah; Shekhar Chandra (CoRR, 2022)

CAN3D: Fast 3D medical image segmentation via compact context aggregation. - Wei Dai; Boyeong Woo; Siyu Liu 002; Matthew Marques; Craig Engstrom; Peter B. Greer; Stuart Crozier; Jason A. Dowling; Shekhar S. Chandra (Medical Image Anal., 2022)

Manipulating Medical Image Translation with Manifold Disentanglement. - Siyu Liu 002; Jason A. Dowling; Craig Engstrom; Peter B. Greer; Stuart Crozier; Shekhar S. Chandra (DICTA, 2023)

TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction. - Linfeng Liu; Junyan Lyu; Siyu Liu 002; Xiaoying Tang 001; Shekhar S. Chandra; Fatima A. Nasrallah (ISBI, 2023)

Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery. - Siyu Liu 002; Linfeng Liu; Craig Engstrom; Xuan Vinh To; Zongyuan Ge; Stuart Crozier; Fatima A. Nasrallah; Shekhar S. Chandra (MICCAI (5), 2023)

Explainable Semantic Medical Image Segmentation with Style. - Wei Dai; Siyu Liu 002; Craig B. Engstrom; Shekhar S. Chandra (CoRR, 2023)

Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data. - Linfeng Liu; Siyu Liu 002; Lu Zhang 062; Xuan Vinh To; Fatima A. Nasrallah; Shekhar S. Chandra (NeuroImage, 2023)