Hiroko H. Dodge

According to our database, Hiroko H. Dodge authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MC-ViViT: Multi-branch Classifier-ViViT to detect Mild Cognitive Impairment in older adults using facial videos.

Jian Sun, Hiroko H. Dodge, Mohammad H. Mahoor

Expert Syst. Appl., March, 2024

Mild cognitive impairment detection from facial video interviews by applying spatial-to-temporal attention module.

Muath Alsuhaibani, Hiroko H. Dodge, Mohammad H. Mahoor

Expert Syst. Appl., 2024

Detecting Cognitive Impairment and Psychological Well-being among Older Adults Using Facial, Acoustic, Linguistic, and Cardiovascular Patterns Derived from Remote Conversations.

Xiaofan Mu, Salman Seyedi, Iris Zheng, Zifan Jiang, Liu Chen, Bolaji Omofojoye, Rachel Hershenberg, Allan I. Levey, Gari D. Clifford, Hiroko H. Dodge, Hyeokhyen Kwon

CoRR, 2024

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.

Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou

CoRR, 2024

A multimodal cross-transformer-based model to predict mild cognitive impairment using speech, language and vision.

Farida Far Poor, Hiroko H. Dodge, Mohammad H. Mahoor

Comput. Biol. Medicine, 2024

Linguistic-based Mild Cognitive Impairment detection using Informative Loss.

Ali Pourramezan Fard, Mohammad H. Mahoor, Muath Alsuhaibani, Hiroko H. Dodge

Comput. Biol. Medicine, 2024

2023

Detection of Mild Cognitive Impairment Using Facial Features in Video Conversations.

Muath Alsuhaibani, Hiroko H. Dodge, Mohammad H. Mahoor

CoRR, 2023

2022

Association Between Mild Cognitive Impairment and Seasonal Rest-Activity Patterns of Older Adults.

Christina Reynolds, Nora Mattek, Miranda M. Lim, Zachary T. Beattie, Hiroko H. Dodge, Jeffrey Kaye

Frontiers Digit. Health, 2022

Social Robots to Support Assisted Living for Persons with Alzheimer's and Related Dementias.

Tyler Morris, Hiroko H. Dodge, Sylvia Cerel-Suhl, Xiaopeng Zhao

Proceedings of the Social Robotics - 14th International Conference, 2022

Optimize Wav2vec2s Architecture for Small Training Set Through Analyzing its Pre-Trained Models Attention Pattern.

Liu Chen, Meysam Asgari, Hiroko H. Dodge

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

The Internet-Based Conversational Engagement Clinical Trial (I-CONECT) in Socially Isolated Adults 75+ Years Old: Randomized Controlled Trial Protocol and COVID-19 Related Study Modifications.

Kexin Yu, Katherine Wild, Kathleen Potempa, Benjamin M. Hampstead, Peter A. Lichtenberg, Laura M. Struble, Patrick Pruitt, Elena L. Alfaro, Jacob Lindsley, Mattie MacDonald, Jeffrey A. Kaye, Lisa C. Silbert, Hiroko H. Dodge

Frontiers Digit. Health, 2021

In-Home Mobility Frequency and Stability in Older Adults Living Alone With or Without MCI: Introduction of New Metrics.

Chao-Yi Wu, Hiroko H. Dodge, Christina Reynolds, Lisa L. Barnes, Lisa C. Silbert, Miranda M. Lim, Nora Mattek, Sarah Gothard, Jeffrey A. Kaye, Zachary T. Beattie

Frontiers Digit. Health, 2021

Federated Adversarial Debiasing for Fair and Transferable Representations.

Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2019

MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.

Xi Sheryl Zhang, Fengyi Tang, Hiroko H. Dodge, Jiayu Zhou, Fei Wang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation.

Fengyi Tang, Kaixiang Lin, Ikechukwu Uchendu, Hiroko H. Dodge, Jiayu Zhou

CoRR, 2018

2016

Discriminative fusion of multiple brain networks for early mild cognitive impairment detection.

Qi Wang, Liang Zhan, Paul M. Thompson, Hiroko H. Dodge, Jiayu Zhou

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016