ICHI

Publications

2023

Chen Lin, Jianghong Zhou, Jing Zhang, Carl Yang, Eugene Agichtein
Graph Neural Network Modeling of Web Search Activity for Real-time Pandemic Forecasting. ICHI (2023)
Paul M. Heider
Algorithmic Bias in De-Identification Tools. ICHI (2023)
Chia-Hsuan Chang, Fang-Yu Chang, San-Yih Hwang, Christopher C. Yang
Prompting for Few-shot Adverse Drug Reaction Recognition from Online Reviews. ICHI (2023)
Seha Ay, Michael Cardei, Anne-Marie Meyer, Wei Zhang, Umit Topaloglu
Improving Equity in Deep Learning Medical Applications with the Gerchberg-Saxton Algorithm. ICHI (2023)
Mirna Elizondo, Rasim Musal, June Yu, Jelena Tesic
Long COVID Challenge: Predictive Modeling of Noisy Clinical Tabular Data. ICHI (2023)
Parker Seegmiller, Joseph Gatto, Madhusudan Basak, Diane J. Cook, Hassan Ghasemzadeh, John A. Stankovic, Sarah Preum
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints. ICHI (2023)
Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu
PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data. ICHI (2023)
Duo Helen Wei, Keith Kiminsky, Patrick Hamill, Quynh Nguyen
Involving Undergraduates into Health Informatics Research via Project-Based Learning Classes - A Case Study. ICHI (2023)
Erhan Pisirir, Jared M. Wohlgemut, Evangelia Kyrimi, Rebecca S. Stoner, Zane B. Perkins, Nigel R. M. Tai, D. William R. Marsh
A Process for Evaluating Explanations for Transparent and Trustworthy AI Prediction Models. ICHI (2023)
Mengtian Guo, David Gotz, Yue Wang
How Does Imperfect Automatic Indexing Affect Semantic Search Performance? ICHI (2023)
Pouneh Abbasian, Hanif Zargarnezhad, Tracy Hammond
Early Diagnosis of Mild Cognitive Impairment Using Deep Neural Network with Single and Multi-input Analysis. ICHI (2023)
Hua Min, Hedyeh Mobahi, Janusz Wojtusiak
Application of Synthetic Datasets across Courses in Health Informatics Education. ICHI (2023)
Robert Quick, Marcela Alfaro Cordoba, Stephen Diggs, Raphael Cobe, Louise Bezuidenhout, Hugh Shannahan, Bianca Peterson
Foundational Data Science Training for Health Equity Researchers at Minority Serving Institutions: A SoRDS Event. ICHI (2023)
Toufeeq Ahmed, Aidan Hoyal, Katie Stinson, Jay Johnson, Zainab Latif, Legand L. Burge, Alexander Libin, Guodong Gordon Gao, Nawar Shara, Jamboor K. Vishwanatha
AIM-AHEAD Connect: Online Collaboration, Mentoring, and Data Science Training Platform to Increase Researcher Diversity and Advance Health Equity. ICHI (2023)
Xuguang Ai, Ramakanth Kavuluru
End-to-End Models for Chemical-Protein Interaction Extraction: Better Tokenization and Span-Based Pipeline Strategies. ICHI (2023)
Tingyi Wanyan, Mingquan Lin, Ying Ding, Benjamin S. Glicksberg, Fei Wang, Yifan Peng
Optimizing Embedding Space with Sub-categorical Supervised Pre-training: A Theoretical Approach Towards Improving Sepsis Prediction. ICHI (2023)
Hamid Mansoor, Walter Gerych, Abdulaziz Alajaji, Luke Buquicchio, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner
Population-Level Visual Analytics of Smartphone Sensed Health and Wellness Using Community Phenotypes. ICHI (2023)
Bárbara Ramalho, Sandra Gama, Francisco Nunes
Patient Dashboards of Electronic Health Record Data to Support Clinical Care: A Systematic Review. ICHI (2023)
Simon Meoni, Théo Ryffel, Éric de la Clergerie
Annotate French Clinical Data Using Large Language Model Predictions. ICHI (2023)
Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi
A Deep-Learning-based Two-Compartment Predictive Model (PKRNN-2CM) for Vancomycin Therapeutic Drug Monitoring. ICHI (2023)
Andri Färber, Alexandre de Spindler, Adrian Moser, Gerhard Schwabe
Closing the Loop for Patients with Chronic Diseases - from Problems to a Solution Architecture. ICHI (2023)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. ICHI (2023)
Caroline Spice, Anjulie Ganti, Houda Benlhabib
and genetics? ICHI (2023)
Yuhang Jiang, Ramakanth Kavuluru
End-to-End n-ary Relation Extraction for Combination Drug Therapies. ICHI (2023)
Daniel Cabrera Lozoya, Simon D'Alfonso, Mike Conway
Identifying Gender Bias in Generative Models for Mental Health Synthetic Data. ICHI (2023)
Xinxi Zhu, Yangruohan Li, Zhiya Zuo, Xi Wang
Identifying Dynamic User Roles in Online Health Communities. ICHI (2023)
Yang Ren, Dezhi Wu, Aditya Khurana, George M. Mastorakos, Sunyang Fu, Nansu Zong, Jungwei Fan, Hongfang Liu, Ming Huang
Classification of Patient Portal Messages with BERT-based Language Models. ICHI (2023)
Homa Hosseinmardi, Amir Ghasemian, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction. ICHI (2023)
Sonish Sivarajkumar, Yanshan Wang
Evaluation of Healthprompt for Zero-shot Clinical Text Classification. ICHI (2023)
Ge Gao, Min Chi
Trace Augmentation with Missing EHRs for Sepsis Treatments. ICHI (2023)
Christina Letter, Puneet Gupta, Annie Kim, Guang-Ting Cong, Hongfang Liu, Ahmad P. Tafti
Gender-Specific Machine Learning Models to Predict Unplanned Return to Operating Room Following Primary Total Shoulder Arthroplasty. ICHI (2023)
Vincent J. Major, Walter Wang, Yindalon Aphinyanaphongs
Enabling AI-Augmented Clinical Workflows by Accessing Patient Data in Real-Time with FHIR. ICHI (2023)
Tongnian Wang, Kai Zhang, Jiannan Cai, Yanmin Gong, Kim-Kwang Raymond Choo, Yuanxiong Guo
Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare. ICHI (2023)
Sagnik Dakshit, Balakrishnan Prabhakaran
CVAE-based Generator for Variable Length Synthetic ECG. ICHI (2023)
Sripriya Rajamani, Yasmin Odowa, Rebecca Wurtz
Foundational Course in Public Health Informatics to meet Training Needs and Build Workforce Capacity. ICHI (2023)
Miho Shimizu, Mike Wong, Anagha Kulkarni
Quantitative Measures of Online Health Information (QMOHI): Broadening the Impact Through Improved Usability, Applicability, and Effectiveness. ICHI (2023)
Arun Sundararaman
Data Platform To Accelerate Healthcare Insights Generation. ICHI (2023)
Zenan Sun, Cui Tao
Named Entity Recognition and Normalization for Alzheimer's Disease Eligibility Criteria. ICHI (2023)
Mikel K. Ngueajio, Gloria J. Washington
Explainable Microaggression Detector for Improving Doctor - Patient Interactions. ICHI (2023)
Raseen Tariq, Sheza Malik, Mousumi Roy, Meena Z. Islam, Umair Rasheed, Jiang Bian, Kai Zheng, Rui Zhang
Assessing ChatGPT for Text Summarization, Simplification and Extraction Tasks. ICHI (2023)
Arthur Ricardo De Sousa Vitória, Adriel Lenner Vinhal Mori, Diogo Fernandes Costa Silva, Daniel do Prado Pagotto, Clarimar José Coelho, Arlindo Rodrigues Galvão Filho
Live Births Forecasting Across Health Regions of Goiás Using Artificial Neural Networks: A Clustering Approach. ICHI (2023)
Edward Tsien, Dezhi Wu, Yan Tong, Ana Lòpez-De Fede, Sarah Gareau
Introducing Task-Adaptive Loss to Multitask Learning for Electronic Healthcare Prediction. ICHI (2023)
Xingbo Fu, Chen Chen, Yushun Dong, Anil Vullikanti, Eili Klein, Gregory Madden, Jundong Li
Spatial-Temporal Networks for Antibiogram Pattern Prediction. ICHI (2023)
Aokun Chen, Qian Li, Elizabeth Shenkman, Yonghui Wu, Yi Guo, Jiang Bian
Exploring the Effect of Eligibility Criteria on AD Severity and Severe Adverse Event in Eligible Patients. ICHI (2023)
Steven Mertens, Frederik Gailly
Supporting Physicians Through Prescriptive Process Monitoring. ICHI (2023)
Shayan Fazeli, Alireza Samiei, Thomas D. Lee, Majid Sarrafzadeh
Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition. ICHI (2023)
Laila Rasmy, Ziqian Xie, Degui Zhi
Training Recurrent Neural Network-Based Model to Predict COVID-19 Patient Risk for PASC using Pytorch_EHR - Hands-on Tutorial on N3C. ICHI (2023)
Zidu Xu, Jiao Li, Maxim Topaz
ElCombo: Knowledge-based Personalized Meal Recommendation System for Chinese Community-dwelling Elders. ICHI (2023)
Matteo Mantovani, Andrea Caravati, Giuseppe Pozzi, Carlo Combi, Roberto Salvia
A BPMN-based Framework to Manage ERAS-inspired Pathway for Patients Undergoing Pancreatic Surgery. ICHI (2023)

volume 13741, 2023

Intelligent Human Computer Interaction - 14th International Conference, IHCI 2022, Tashkent, Uzbekistan, October 20-22, 2022, Revised Selected Papers ICHI 13741 (2023)