Yang Song

发表

Computer-aided diagnosis of reflectance confocal images to differentiate between lentigo maligna (LM) and atypical intraepidermal melanocytic proliferation (AIMP)

P. Guitera, F. Vafaee, Ankita Mandal, 2022, bioRxiv.

Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research

E. Meijering, B. Bolsterlee, Jiayi Zhu, 2022, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Data augmentation with improved regularisation and sampling for imbalanced blood cell image classification

E. Meijering, A. Sowmya, Yang Song, 2022, Scientific Reports.

Data augmentation for imbalanced blood cell image classification

E. Meijering, A. Sowmya, Yang Song, 2022, bioRxiv.

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup

E. Meijering, A. Sowmya, Priyanka Rana, 2022, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Survival prediction in triple negative breast cancer using multiple instance learning of histopathological images

Junzhou Huang, J. Jonnagaddala, J. Beretov, 2022, Scientific Reports.

Estimation of three-dimensional chromatin morphology for nuclear classification and characterisation

Arcot Sowmya, Yang Song, Erik Meijering, 2020, Scientific Reports.

Deep learning methods for automatic segmentation of lower leg muscles and bones from MRI scans of children with and without cerebral palsy

E. Meijering, B. Bolsterlee, Jiayi Zhu, 2021, NMR in biomedicine.

Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency

E. Meijering, A. Sowmya, Yang Song, 2022, IEEE Transactions on Medical Imaging.

Imbalanced classification for protein subcellular localization with multilabel oversampling

E. Meijering, A. Sowmya, Yang Song, 2022, bioRxiv.

Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation

Arcot Sowmya, Erik H. W. Meijering, Yang Song, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

Artificial Intelligence-Assisted Classification of Gliomas Using Whole-Slide Images.

Michael A. Rodriguez, Sidong Liu, C. Russo, 2022, Archives of pathology & laboratory medicine.

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images

Arcot Sowmya, Erik H. W. Meijering, Yang Song, 2021, MICCAI.

Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans

E. Meijering, B. Bolsterlee, Jiayi Zhu, 2023, ArXiv.

A comparison of manual and automated neural architecture search for white matter tract segmentation

E. Meijering, Fan Zhang, Yanming Zhu, 2023, Scientific Reports.