October 21 (Wednesday) | October 22 (Thursday) | October 23 (Friday) | |
7:30 – 9:00 am | Breakfast and Registration | Breakfast and Registration | Breakfast and Registration |
8:30 – 8:45 am | Welcome Note | Welcome Note | Session Intro |
8:45 – 10:00 am | Keynote Speech I : Applied Health Informatics Through the Lens of an Integrated Care Delivery System, Dr Andrew L. Masica | Keynote Speech II : Towards Personalized Medicine: Building Predictive Models for “Segments of One”, Dr. Joydeep Ghosh | Best Paper Candidates Session |
10:00 – 10:15 am | Coffee Break | Coffee Break | Keynote Speech III : Current trends in NIGMS/NIH funding opportunities, Dr. Veerasamy “Ravi” Ravichandran |
10:15 – 10:30 am | Tutorial 1, Session 1, Session 2 | Tutorials, Session 7, Session 8 | |
10:30 – 10:45 am | Coffee Break | ||
10:45 – 12:15 pm | Posters and Demo Oral Pitch/ Workshops –SCH & Health IQ / Industry Track Papers | ||
12:15 – 1:15 pm | Lunch | Lunch | Lunch |
1:15 – 2:15 pm | Tutorials, Session 3, Session 4 | Tutorials, Session 9 | Posters & Demos/Workshops –SCH & Health IQ Non-refereed Abstracts |
2:15 – 3:15 pm | Industry Track Invited Session | Posters & Demos/Workshops Non-refereed Abstracts |
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3:15 – 3:30 pm | Coffee Break | Coffee Break | Board Buses |
3:30 – 5:30 pm | Tutorials, Session 5, Session 6 | Industry Track Invited Session | Travel to Banquet Dinner |
5:30 – 7:30 pm | Analytics Challenge Oral Pitch, Demo & Reception | Doctoral Consortium Oral Pitch, Posters & Light Dinner | Banquet Dinner till 9pm. Buses to Hotel @ 9pm. |
7:30 pm – | ICHI steering committee meeting @ 7.30pm. in Pecan Room (By Invitation only) |
Long Papers – 20 minutes; Short Papers – 15 minutes.
Posters – Up to 4’ x 6’
Best Paper Candidates Session:
- Session Chair: Sanda Harabagiu, University of Texas at Dallas; Wai-Tat Fu, University of Illinois, Urbana-Champaign; Fei Wang, University of Connecticut
- Analyzing the Moving Parts of a Large-Scale Multi-Label Text Classification Pipeline: Experiences in Indexing Biomedical Articles
- An RCT Simulation Study on Performance and Accuracy of Inexact Matching Algorithms for Patient Identity in Ambulatory Care Settings
- Patient Centered Identification, Attribution and Ranking of Adverse Drug Events
Session 1: Processing Medical Information from Text
- Session Chair: Sanda Harabagiu, University of Texas at Dallas
- Text Classification-based Automatic Recruitment of Patients for Clinical Trials A Silver Standards-based Case Study
- Mapping Phenotypic Information in Heterogeneous Textual Sources to a Domain-Specific Terminological Resource
- Context-Aware Experience Extraction from Online Health Forums
Session 2: Social Media & Home-based systems
- Session Chair: Wai-Tat Fu, University of Illinois, Urbana-Champaign
- The Evolution and Diffusion of User Roles in Online Health Communities – A Social Support Perspective
- Dietary Habits of an Expat Nation: Case of Qatar
- Object-centred recognition of human activity
- Introducing Telerehabilitation in Patients with Multiple Sclerosis with Significant Mobility Disability Pilot Feasibility Study
Session 3: Drug Adverse Reactions, Risk Prediction and Clinical Events
- Session Chair: Robert Moskovitch, Columbia University
- A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports
- Predicting Adverse Reactions to Blood Transfusion
- Automagically Encoding Adverse Drug Reactions in MedDRA
- A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion
Session 4: Forecasting and Detection
- Session Chair: Gregor Stiglic, University of Maribor
- FluCaster: A Pervasive Web Application For High Resolution Situation Assessment and Forecasting of Flu Outbreaks
- Fractals for Malignancy Detection in Dermoscopy Images
- Calculating Patient Similarity Based On Respiration Induced Tumor Motion
Session 5: Prediction & Practice
- Session Chair: Fei Wang, University of Connecticut
- Predicting Sequences of Clinical Events by using a Personalized Temporal Latent Embedding Model
- Improving risk prediction of Clostridium Difficile Infection using temporal event-pairs
- Design and evaluation of an interactive proof-of-concept dashboard for general practitioners
- The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems
Session 6: Visualization and Applications
- Session Chair: Jennifer Kim, University of Illinois at Urbana-Champaign
- Visual Analysis of Relationships between Behavioral and Physiological Sensor Data
- Flow-SNE: A New Approach for Flow Cytometry Clustering and Visualization
Session 7: Platforms, Devices, and Mobile Apps
- Session Chair: Wai-Tat Fu, University of Illinois, Urbana-Champaign
- A Mobile Health System to Identify the Onset of Paroxysmal Atrial Fibrillation
- Ecosphere Principles for Medical Application Platforms
- Supporting Preliminary Decisions on Patient Requests for Access to Health Records An Integrated Ethical and Legal Framework
- A Wearable NFC Wristband to locate Dementia Patients through a Participatory Sensing System
Session 8: Modeling and Learning
- Session Chair: Carlo Combi, University of Verona, Italy
- A Data-Driven Behavior Modeling and Analysis Framework for Diabetic Patients on Insulin Pumps
- The Role of Semantic and Discourse Information in Learning the Structure of Surgical Procedures
- Feedback-Driven Radiology Exam Report Retrieval with Semantics
Session 9: Processing Clinical Notes
- Session Chair: Christopher Yang, Drexel University
- Simultaneous Prognosis and Exploratory Analysis of Multiple Chronic Conditions Using Clinical Notes
- A Predictive Chronological Model of Multiple Clinical Observations
- Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management
Human Factors:
- Untangling the Complexity of Connected Health Evaluations POSTER
- Comparison of patient empowerment frameworks POSTER
- An Easily Adopted Markup Discipline For Annotating Electronic Medical Records with Ontological and Epistemological Qualification: Toward Disciplined Asterisks, Parentheticals, Marginalia, Footnotes, and Hashtags
Systems:
- A Framework for Mining Evolution Rules and its Application to the Clinical Domain
- An HL7 Data Pseudonymization Pipeline
- A prototype of mobile app/EHR communication through standards for home treatment of transcranial Direct Current Stimulation
- Anatomical District Recognition in CT Bio-Images
- Ontology-based visualization of healthcare data mined from Online Healthcare Forums
- Identifying Documentation of Delirium in Clinical Notes through Topic Modeling (short)
- Detection of episodes of Major Depression in older adults through physiological markers and movement patterns Case Study
- BPMN-based Representation and Comparison of Clinical Pathways for Catheter-related Bloodstream Infections
- A Smartwatch Software Architecture for Health Hazard Handling for Elderly People
- LiSE: a personal booklet for Health care annotation
- Familiar Video Stories as A Means for Children with Autism: An Analytics Approach
Data Analytics:
- New Accurate Automated Melanoma Diagnosing Systems
- Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect POSTER
- Discovering and Validating Breast Cancer Treatment Correlations using an Associative Memory Model and Statistical Methods POSTER
- Energy Saving using Scenario based Sensor Selection on Medical Shoes POSTER
- An adaptive rule-based approach to classifying activities of daily living POSTER
- Temporal Pattern and Assoication Discovery of Diagnosis Codes using DeepTemporal Pattern and Association Discovery of Diagnosis Codes using Deep Learning POSTER
- Smartphone Inference of Alcohol Consumption Levels from Gait POSTER
- Elderly Mobility and Daily Routine Analysis Based on Behavior-Aware Flow Graph Modeling POSTER
- Process Mining applied to Laboratory Workflow: a comparison between two sites
- Tutorial 1: Data Analytics in Healthcare Informatics – Fei Wang and Gregor Stiglic
- Tutorial 2: Robust Medical Monitor Design – James Weimer, Oleg Sokolsky, and Insup Lee
- Tutorial 3: Ontology and Knowledge Sharing in E-Health – Morcous Massoud and Reham Ikram
- Personalized health plan ranking –One application of cloud computing to health care data
- Finding difficult-to-disambiguate wordsTowards an efficient workflow to implement word sense disambiguation
- Location-Dependent Vocabularies and Speaker Style Personalization for Accurate Mobile Diet Recognition
- Feasibility Study of A Machine Learning Approach to Predict Dementia Progression
- Healthcare Collaborative Network Based on Common KADS Methodology
- Older Adults Technology Assessment, Use and Needs for Health Applications
- Exploring Statistical GLCM Texture Features for Classifying Food Images
- Virtual Sleep Laboratory for Population Health
- Knowledge Management of Controlled Vocabularies for Semantic Interoperability of Healthcare Applications.
- Summit: A Method and Software Application for Analyzing Healthcare Technology Investments.
- Providing Full Semantic Interoperability for the Fast Healthcare Interoperability Resources Schemas with Resource Description Framework
- How do persons with Mild Acquired Cognitive Impairment use eservices and social media? Results from a Swedish national survey.
- Prediction and Tracking Changes in Bio-medical Sensor Data
- Robot-assisted Rehabilitation for Smart Assessment and Training.
- Human Motion Analysis and Vision-Based Articulated Pose Estimation.
- Augmenting drug discussions in general practice.
- Information System Hazard Analysis and Mitigation.
- Applying lessons learned from the Birmingham Free Clinic dispensary to inform pharmaceutical supply chain management in low-resource settings
- Predicting User Participation and Detecting User Role Diffusion in Online Health Communities
- Discovering the Temporal Interactions between Clinical Observations
- Toward a complete database of drug repurposing candidates extracted from Social Media, Biomedical Literature, and Genetic data.
- Biomedical Named Entity Recognition with Less Supervision.
- Learning the Structure of Surgical Procedures From Operative Notes.
- Simultaneous prognosis of multiple chronic conditions from heterogeneous EHR data
- Implicit Information Extraction from Clinical Notes.
- Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections
- Articulating a framework for patient empowerment to support greater e-health integration.
- A Web-based Application for Visualizing the CMS Referral Network
- Design and implementation of a privacy aware framework for sharing electronic health records
- A Middleware to Support HL7 Standards for the Integration between Healthcare Applications
Data Analytics Challenge Finalists:
- “Did You Know?” A Rule-based Approach to Finding Similar Questions on Online Health Forums
- Healthcare Data Analytics Challenge.
- Retrieval of Semantically Similar Healthcare Questions in Healthcare Forums
- Golden Retriever: Question Retrieval System
- Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics
- IEEE ICHI Healthcare Data Analytics Challenge
Smart and Connected Health Workshop Papers:
- 360o Quantified Self
- In-situ Measurement and Prediction of Hearing Aid Outcomes Using Mobile Phones
- Extraction of Clinical Phenotypic Information from Online Heterogeneous Healthcare Networks
- Design, Development, Deployment of a Telemedicine System in a Developing Country: Dealing with Organizational and Social Issues
- SpareMe How: Towards an Empathetic Tool for Helping Adolescents & Teenagers Cope with Sickle Cell
- Automated Detection of Sleep Disorder-Related Events from Polysomnographic Data
- mHealth Platform for Breast Cancer Risk Assessment
- Modeling Disease Spread at Global Mass Gatherings: Hajj as a case study.
- Information Technology Challenges for Mobile Integrated Healthcare
• SCH Workshop schedule is available at:
Health Information Quality Workshop Papers:
- What’s to Learn from Unvalidated Sources of Health Information?
- The Impact of Senior-Friendliness Guidelines on Seniors’ Use of Personal Health Records
• Panel: Research Challenges in Improving Health Information Quality
• Panelists: Chih-Lin Chi, University of Minnesota
Wai-Tat Fu, University of Illinois at Urbana-Champaign
Adam Wilcox, Intermountain Healthcare
Ronald Loui, University of Illinois at Springfield