Adeli, Ehsan

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

Chen, J., Lu, Y., Yu, Q., Luo, X., Adeli, E., Wang, Y., Lu, L., Yuille, A. L., & Zhou, Y. (2021) · arXiv

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 4,206

On the Opportunities and Risks of Foundation Models

Bommasani, R., Hudson, D. A., Adeli, E., Altman, R., Arora, S., von Arx, S., Bernstein, M. S., Bohg, J., Bosselut, A., Brunskill, E., et al. (2021) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 2,676

Adversarially Learned One-Class Classifier for Novelty Detection

Sabokrou, M., Khalooei, M., Fathy, M., & Adeli, E. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Anomaly Detection Techniques and ApplicationsAdversarial Robustness in Machine Learning

Cited by 765

3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients

Nie, D., Zhang, H., Adeli, E., Liu, L., & Shen, D. (2016) · Lecture Notes in Computer Science

Radiomics and Machine Learning in Medical ImagingGlioma Diagnosis and Treatment

Cited by 282

Spatio-Temporal Graph for Video Captioning With Knowledge Distillation

Pan, B., Cai, H., Huang, D.-A., Lee, K.-H., Gaidon, A., Adeli, E., & Niebles, J. C. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 281

Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages

Nie, D., Lu, J., Zhang, H., Adeli, E., Wang, J., Yu, Z., Liu, L., Wang, Q., Wu, J., & Shen, D. (2019) · Scientific Reports

Radiomics and Machine Learning in Medical ImagingGlioma Diagnosis and Treatment

Cited by 213

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

Thung, K.-H., Yap, P.-T., Adeli, E., Lee, S.-W., & Shen, D. (2018) · Medical Image Analysis

Dementia and Cognitive Impairment ResearchArtificial Intelligence in Healthcare

Cited by 89

Longitudinal self-supervised learning

Zhao, Q., Liu, Z., Adeli, E., & Pohl, K. M. (2021) · Medical Image Analysis

Functional Brain Connectivity StudiesDementia and Cognitive Impairment Research

Cited by 71

Association of Heavy Drinking With Deviant Fiber Tract Development in Frontal Brain Systems in Adolescents

Zhao, Q., Sullivan, E. V., Honnorat, N., Adeli, E., Podhajsky, S., De Bellis, M. D., Voyvodic, J., Nooner, K. B., Baker, F. C., Colrain, I. M., et al. (2021) · JAMA Psychiatry

Substance Abuse Treatment and OutcomesAdvanced Neuroimaging Techniques and Applications

Cited by 50