Wei, Donglai

MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification

Yang, J., Shi, R., Wei, D., Liu, Z., Zhao, L., Ke, B., Pfister, H., & Ni, B. (2023) · Scientific Data

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,043

A petavoxel fragment of human cerebral cortex reconstructed at nanoscale resolution

Shapson-Coe, A., Januszewski, M., Berger, D. R., Pope, A., Wu, Y., Blakely, T., Schalek, R. L., Li, P. H., Wang, S., Maitin-Shepard, J., et al. (2024) · Science

Cell Image Analysis TechniquesAdvanced Neuroimaging Techniques and Applications

Cited by 361

A connectomic study of a petascale fragment of human cerebral cortex

Shapson-Coe, A., Januszewski, M., Berger, D. R., Pope, A., Wu, Y., Blakely, T., Schalek, R. L., Li, P. H., Wang, S., Maitin-Shepard, J., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory)

Neuroscience and Neuropharmacology ResearchCell Image Analysis Techniques

Cited by 243

MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images

Wei, D., Lin, Z., Franco-Barranco, D., Wendt, N., Liu, X., Yin, W., Huang, X., Gupta, A., Jang, W.-D., Wang, X., et al. (2020) · Lecture Notes in Computer Science

Cell Image Analysis TechniquesAdvanced Neural Network Applications

Cited by 105

Understanding Intra-Class Knowledge Inside CNN

Wei, D., Zhou, B., Torrabla, A., & Freeman, W. (2015) · arXiv

Advanced Neural Network ApplicationsExplainable Artificial Intelligence (XAI)

Cited by 98

MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification

Yang, J., Shi, R., Wei, D., Liu, Z., Zhao, L., Ke, B., Pfister, H., & Ni, B. (2021) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 72

The impact of ChatGPT and LLMs on medical imaging stakeholders: Perspectives and use cases

Yang, J., Li, H. B., & Wei, D. (2023) · Meta-Radiology

Artificial Intelligence in Healthcare and EducationRadiology practices and education

Cited by 46

MedMNIST v2: A Large-Scale Lightweight Benchmark for 2D and 3D Biomedical Image Classification

Yang, J., Shi, R., Wei, D., Liu, Z., Zhao, L., Ke, B., Pfister, H., & Ni, B. (2021) · Zenodo

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 30