Hiroko H. Dodge

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Facial Features

High Degree Of Accuracy

Mild Cognitive Impairment

Top Venues

Frontiers Digit. Health

Expert Syst. Appl.

Publications

Ali Pourramezan Fard, Mohammad H. Mahoor, Muath Alsuhaibani, Hiroko H. Dodge
Linguistic-based Mild Cognitive Impairment detection using Informative Loss. Comput. Biol. Medicine 176 (2024)
Jian Sun, Hiroko H. Dodge, Mohammad H. Mahoor
MC-ViViT: Multi-branch Classifier-ViViT to detect Mild Cognitive Impairment in older adults using facial videos. Expert Syst. Appl. 238 (Part B) (2024)
Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models. CoRR (2024)
Muath Alsuhaibani, Hiroko H. Dodge, Mohammad H. Mahoor
Mild cognitive impairment detection from facial video interviews by applying spatial-to-temporal attention module. Expert Syst. Appl. 252 (2024)
Ali Pourramezan Fard, Mohammad H. Mahoor, Muath Alsuhaibani, Hiroko H. Dodge
Linguistic-Based Mild Cognitive Impairment Detection Using Informative Loss. CoRR (2024)
Muath Alsuhaibani, Hiroko H. Dodge, Mohammad H. Mahoor
Detection of Mild Cognitive Impairment Using Facial Features in Video Conversations. CoRR (2023)
Jian Sun, Hiroko H. Dodge, Mohammad H. Mahoor
MC-ViViT: Multi-branch Classifier-ViViT to Detect Mild Cognitive Impairment in Older Adults using Facial Videos. CoRR (2023)
Liu Chen, Meysam Asgari, Hiroko H. Dodge
Optimize Wav2vec2s Architecture for Small Training Set Through Analyzing its Pre-Trained Models Attention Pattern. ICASSP (2022)
Christina Reynolds, Nora Mattek, Miranda M. Lim, Zachary T. Beattie, Hiroko H. Dodge, Jeffrey Kaye
Association Between Mild Cognitive Impairment and Seasonal Rest-Activity Patterns of Older Adults. Frontiers Digit. Health 4 (2022)
Tyler Morris, Hiroko H. Dodge, Sylvia Cerel-Suhl, Xiaopeng Zhao
Social Robots to Support Assisted Living for Persons with Alzheimer's and Related Dementias. ICSR (2) (2022)
Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou
Federated Adversarial Debiasing for Fair and Transferable Representations. KDD (2021)
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
In-Home Mobility Frequency and Stability in Older Adults Living Alone With or Without MCI: Introduction of New Metrics. Frontiers Digit. Health 3 (2021)
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
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. Frontiers Digit. Health 3 (2021)
Xi Sheryl Zhang, Fengyi Tang, Hiroko H. Dodge, Jiayu Zhou, Fei Wang
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. KDD (2019)
Xi Sheryl Zhang, Fengyi Tang, Hiroko H. Dodge, Jiayu Zhou, Fei Wang
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. CoRR (2019)
Fengyi Tang, Kaixiang Lin, Ikechukwu Uchendu, Hiroko H. Dodge, Jiayu Zhou
Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation. CoRR (2018)
Qi Wang, Liang Zhan, Paul M. Thompson, Hiroko H. Dodge, Jiayu Zhou
Discriminative fusion of multiple brain networks for early mild cognitive impairment detection. ISBI (2016)