RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

28 May 2018

Jimeng Sun

Papers citing "RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records"

50 / 92 papers shown

Title
Rethinking Time Encoding via Learnable Transformation Functions Xi Chen Yateng Tang Jiarong Xu Jiawei Zhang Siwei Zhang Sijia Peng Xuehao Zheng Yun Xiong AI4TS 51 0 0 01 May 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data Luoting Zhuang Stephen H. Park Steven J. Skates Ashley E. Prosper Denise R. Aberle William Hsu 119 0 0 11 Feb 2025
Learning Disease Progression Models That Capture Health Disparities Erica Chiang Divya Shanmugam Ashley N. Beecy Gabriel Sayer Nir Uriel Deborah Estrin N. Garg 70 0 0 20 Dec 2024
A Multi-Level Task Framework for Event Sequence Analysis Kazi Tasnim Zinat Saimadhav Naga Sakhamuri Aaron Sun Chen Zhicheng Liu AI4TS 22 1 0 08 Aug 2024
Defogger: A Visual Analysis Approach for Data Exploration of Sensitive Data Protected by Differential Privacy Xumeng Wang Shuangcheng Jiao Chris Bryan AAML 29 0 0 28 Jul 2024
A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting Pierre-Daniel Arsenault Shengrui Wang Jean-Marc Patenande XAI AI4TS 37 2 0 22 Jul 2024
DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer A. Wentzel Serageldin Attia Xinhua Zhang G. Canahuate Clifton Fuller G. Marai 41 3 0 18 Jul 2024
Multiway Multislice PHATE: Visualizing Hidden Dynamics of RNNs through Training Jiancheng Xie Lou C. Kohler Voinov Noga Mudrik Gal Mishne Adam Charles GNN 41 0 0 04 Jun 2024
RCInvestigator: Towards Better Investigation of Anomaly Root Causes in Cloud Computing Systems Shuhan Liu Yunfan Zhou Lu Ying Yuan Tian Jue Zhang ... Qingwei Lin Thomas Moscibroda Haidong Zhang Di Weng Yingcai Wu 114 0 0 24 May 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Chong Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning Yali Bian Rebecca Faust Chris North HAI 27 0 0 27 Feb 2024
TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease Zuotian Li Xiang Liu Ziyang Tang Pengyue Zhang Nanxin Jin Michael Eadon Qianqian Song Yingjie Chen Jing Su 17 4 0 16 Jan 2024
CGS-Mask: Making Time Series Predictions Intuitive for All Feng Lu Wei Li Yifei Sun Cheng Song Yufei Ren Albert Y. Zomaya AI4TS 33 0 0 15 Dec 2023
MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation Yuan Zhong Suhan Cui Jiaqi Wang Xiaochen Wang Ziyi Yin Yaqing Wang Houping Xiao Mengdi Huai Ting Wang Fenglong Ma MedIm 38 3 0 04 Oct 2023
Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research Hariharan Subramonyam Jessica Hullman VLM HAI 27 8 0 10 Aug 2023
Explainable AI applications in the Medical Domain: a systematic review Nicoletta Prentzas A. Kakas Constantinos S. Pattichis 21 11 0 10 Aug 2023
HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data Zhihan Jiang Handi Chen Rui Zhou Jing Deng Xinchen Zhang Running Zhao Cong Xie Yifang Wang Edith C.H. Ngai 19 4 0 23 Jul 2023
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning Ouyang Yang Yuchen Wu He Wang Chenyang Zhang Furui Cheng Chang Jiang Lixia Jin Yuanwu Cao Qu Li 16 6 0 23 Jul 2023
TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations Jianing Hao Qing Shi Yilin Ye Weizhen Zeng AI4TS 47 2 0 19 Jul 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 32 17 0 15 Jul 2023
DeepSI: Interactive Deep Learning for Semantic Interaction Yail Bian Chris North HAI 15 15 0 26 May 2023
Visualization for Recommendation Explainability: A Survey and New Perspectives Mohamed Amine Chatti Mouadh Guesmi Arham Muslim XAI HAI LRM 33 5 0 19 May 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 26 56 0 10 Apr 2023
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations Angelos Chatzimparmpas R. Martins I. Jusufi K. Kucher Fabrice Rossi A. Kerren FAtt 26 160 0 22 Dec 2022
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks Ruiqing Ding Xiao Han Leye Wang 39 1 0 10 Dec 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 38 6 0 27 Nov 2022
HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction Youru Li Zhenfeng Zhu Xiaobo Guo Shaoshuai Li Yuchen Yang Yao Zhao AI4TS 12 5 0 15 Nov 2022
An Interactive Interpretability System for Breast Cancer Screening with Deep Learning Yuzhe Lu Adam Perer 19 3 0 30 Sep 2022
Explainable AI for clinical and remote health applications: a survey on tabular and time series data Flavio Di Martino Franca Delmastro AI4TS 28 90 0 14 Sep 2022
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups Bum Chul Kwon U. Kartoun S. Khurshid Mikhail Yurochkin Subha Maity Deanna G. Brockman A. Khera P. Ellinor S. Lubitz Kenney Ng 30 11 0 14 Sep 2022
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning Xumeng Wang Wei Chen Jiazhi Xia Zhen Wen Rongchen Zhu Tobias Schreck FedML 26 20 0 16 Aug 2022
Remote Medication Status Prediction for Individuals with Parkinson's Disease using Time-series Data from Smartphones Weijian Li Wei-wei Zhu R. Dorsey Jiebo Luo 25 0 0 26 Jul 2022
Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction Yuxi Liu Zhenhao Zhang Antonio Jimeno Yepes Flora D. Salim 26 10 0 13 Jul 2022
A Unified Understanding of Deep NLP Models for Text Classification Zhuguo Li Xiting Wang Weikai Yang Jing Wu Zhengyan Zhang Zhiyuan Liu Maosong Sun Hui Zhang Shixia Liu VLM 28 30 0 19 Jun 2022
Modeling electronic health record data using a knowledge-graph-embedded topic model Yuesong Zou Ahmad Pesaranghader Aman Verma David L. Buckeridge Yue Li 22 1 0 03 Jun 2022
ClinicalPath: a Visualization tool to Improve the Evaluation of Electronic Health Records in Clinical Decision-Making Claudio D. G. Linhares Daniel M. Lima Jean R. Ponciano Mauro M Olivatto Marco A. Gutierrez Jorge Poco C. Traina A. J. Traina 14 12 0 26 May 2022
CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction Sicen Liu Xiaolong Wang Yang Xiang Huiqin Xu Hui Wang Buzhou Tang AI4TS 12 10 0 29 Apr 2022
Visualization in virtual reality: a systematic review Elif Hilal Korkut Elif Surer AI4TS 14 85 0 15 Mar 2022
Targeted-BEHRT: Deep learning for observational causal inference on longitudinal electronic health records Shishir Rao M. Mamouei G. Salimi-Khorshidi Yikuan Li R. Ramakrishnan A. Hassaine D. Canoy K. Rahimi OOD CML 30 22 0 07 Feb 2022
Multimodal data matters: language model pre-training over structured and unstructured electronic health records Sicen Liu Xiaolong Wang Yongshuai Hou Ge Li Hui Wang Huiqin Xu Yang Xiang Buzhou Tang 52 30 0 25 Jan 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 31 73 0 23 Dec 2021
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges Shen Wang M. Qureshi Luis Miralles-Pechuán Thien Huynh-The Thippa Reddy Gadekallu Madhusanka Liyanage 24 22 0 09 Dec 2021
Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction Sayantan Kumar Sean C. Yu Thomas Kannampallil Zachary B. Abrams Andrew Michelson Philip R. O. Payne FAtt 16 7 0 09 Oct 2021
Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning Thai-Hoang Pham Changchang Yin L. Mehta Xueru Zhang Ping Zhang 8 8 0 25 Sep 2021
Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms B. Wickramanayake Zhipeng He Chun Ouyang Catarina Moreira Yue Xu Renuka Sindhgatta 11 25 0 03 Sep 2021
ConVIScope: Visual Analytics for Exploring Patient Conversations Raymond Li Enamul Hoque Giuseppe Carenini R. Lester Raymond Chau 23 4 0 30 Aug 2021
Geo-Context Aware Study of Vision-Based Autonomous Driving Models and Spatial Video Data Suphanut Jamonnak Ye Zhao Xinyi Huang Md. Amiruzzaman 35 20 0 20 Aug 2021
THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy Carla Floricel Nafiul Nipu Mikayla Biggs A. Wentzel G. Canahuate L. V. Dijk A. Mohamed Clifton Fuller G. Marai 17 20 0 05 Aug 2021
VBridge: Connecting the Dots Between Features and Data to Explain Healthcare Models Furui Cheng Dongyu Liu F. Du Yanna Lin Alexandra Zytek Haomin Li Huamin Qu K. Veeramachaneni 24 37 0 04 Aug 2021
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies F. Xie Han Yuan Yilin Ning M. Ong Mengling Feng W. Hsu B. Chakraborty Nan Liu 27 84 0 21 Jul 2021