Sik-Ho TsangReview — Learning to Segment Images with Classification LabelsUse Image-Level Labels to Help Biomedical Image SegmentationSep 27, 2022
InTowards Data SciencebySik-Ho TsangReview: 3D U-Net — Volumetric Segmentation (Medical Image Segmentation)3D U-Net for Dense Volumetric Segmentation from Sparse SegmentationApr 2, 2019
Sik-Ho TsangReview — Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik’s CubeRubik’s Cube Recovery: Cube Rearrangement and Cube RotationAug 7, 2022Aug 7, 2022
Sik-Ho TsangReview: UNet++ — A Nested U-Net Architecture (Biomedical Image Segmentation)Outperforms U-Net and Wide U-NetOct 1, 20191Oct 1, 20191
Sik-Ho TsangReview — A New Ensemble Learning Framework for 3D Biomedical Image SegmentationSemi-Supervised Learning, Improved Result Using Unlabeled Data With Pseudo LabelsOct 1, 2021Oct 1, 2021
Sik-Ho TsangReview — Learning to Segment Images with Classification LabelsUse Image-Level Labels to Help Biomedical Image SegmentationSep 27, 2022
InTowards Data SciencebySik-Ho TsangReview: 3D U-Net — Volumetric Segmentation (Medical Image Segmentation)3D U-Net for Dense Volumetric Segmentation from Sparse SegmentationApr 2, 2019
Sik-Ho TsangReview — Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik’s CubeRubik’s Cube Recovery: Cube Rearrangement and Cube RotationAug 7, 2022
Sik-Ho TsangReview: UNet++ — A Nested U-Net Architecture (Biomedical Image Segmentation)Outperforms U-Net and Wide U-NetOct 1, 20191
Sik-Ho TsangReview — A New Ensemble Learning Framework for 3D Biomedical Image SegmentationSemi-Supervised Learning, Improved Result Using Unlabeled Data With Pseudo LabelsOct 1, 2021
Sik-Ho TsangReview: Attention U-Net — Learning Where to Look for the Pancreas (Biomedical Image Segmentation)With Attention Gate (AG), the model automatically focus to learn the target structures of varying shapes and sizes.Aug 27, 20191
Sik-Ho TsangDense-Gated U-Net (DGNet): Brain Lesion Segmentation (Biomedical Image Segmentation)Outperforms UNet++ & DeepLabv3Dec 5, 2020
Sik-Ho TsangReview: RU-Net & R2U-Net — Recurrent Residual Convolutional Neural Network (Medical Image…Improve U-Net by Recurrent Convolutions and Residual ConnectionsSep 21, 2019