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ICHI 2015: Dallas, TX, USA
- Prabhakaran Balakrishnan, Jaideep Srivatsava, Wai-Tat Fu, Sanda M. Harabagiu, Fei Wang:
2015 International Conference on Healthcare Informatics, ICHI 2015, Dallas, TX, USA, October 21-23, 2015. IEEE Computer Society 2015, ISBN 978-1-4673-9548-9
Best Paper Candidates Session
- Anthony Rios
, Ramakanth Kavuluru
Analyzing the Moving Parts of a Large-Scale Multi-label Text Classification Pipeline: Experiences in Indexing Biomedical Articles. 1-7 - Fieran Mason-Blakley, Jens H. Weber, Linghong Lu, Morgan Price, Abdul V. Roudsari:
An RCT Simulation Study on Performance and Accuracy of Inexact Matching Algorithms for Patient Identity in Ambulatory Care Settings. 8-17 - Ritwik Banerjee, I. V. Ramakrishnan, Mark Henry, Matthew Perciavalle:
Patient Centered Identification, Attribution, and Ranking of Adverse Drug Events. 18-27
Session 1 Processing Medical Information from Text
- Bisakha Ray, Yindalon Aphinyanaphongs
Text Classification-Based Automatic Recruitment of Patients for Clinical Trials: A Silver Standards-Based Case Study. 28-33 - Yunzhong Liu, Yi Chen, Jiliang Tang, Huan Liu:
Context-Aware Experience Extraction from Online Health Forums. 42-47
Session 2 Social Media & Home-Based Systems
- Xi Wang, Zhiya Zuo
The Evolution and Diffusion of User Roles in Online Health Communities: A Social Support Perspective. 48-56 - Yelena Mejova
Dietary Habits of an Expat Nation: Case of Qatar. 57-62 - Roozbeh Nabiei, Manish Parekh, Emilie M. D. Jean-Baptiste, Peter Jancovic, Martin J. Russell:
Object-Centred Recognition of Human Activity. 63-68 - In Cheol Jeong, Joseph Finkelstein:
Introducing Telerehabilitation in Patients with Multiple Sclerosis with Significant Mobility Disability: Pilot Feasibility Study. 69-75
Session 3 Drug Adverse Reactions, Risk Prediction, and Clinical Events
- Che Ngufor, Janusz Wojtusiak, Jyotishman Pathak:
A Systematic Prediction of Adverse Drug Reactions Using Pre-clinical Drug Characteristics and Spontaneous Reports. 76-81 - Dennis H. Murphree, Leanne Clifford, Yaxiong Lin, Nagesh Madde, Che Ngufor, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor:
Predicting Adverse Reactions to Blood Transfusion. 82-89 - Margherita Zorzi
Automagically Encoding Adverse Drug Reactions in MedDRA. 90-99 - Dennis H. Murphree, Leanne Clifford, Yaxiong Lin, Nagesh Madde, Che Ngufor, Sudhindra Upadhyaya, Jyotishman Pathak, Daryl J. Kor:
A Clinical Decision Support System for Preventing Adverse Reactions to Blood Transfusion. 100-104
Session 4 Forecasting and Detection
- Suruchi Deodhar, Jiangzhuo Chen, Mandy L. Wilson, Manikandan Soundarapandian, Keith R. Bisset, Bryan L. Lewis, Christopher L. Barrett, Madhav V. Marathe:
Flu Caster: A Pervasive Web Application for High Resolution Situation Assessment and Forecasting of Flu Outbreaks. 105-114 - Sinan Kockara, Mutlu Mete, Tansel Halic, Nurcan Yuruk, Muhyeddin Ercan, Ashley Lawrence:
Fractals for Malignancy Detection in Dermoscopy Images. 115-121 - Rittika Shamsuddin
Calculating Patient Similarity Based on Respiration Induced Tumor Motion. 122-129
Session 5 Prediction and Practice
- Cristóbal Esteban, Danilo Schmidt, Denis Krompass, Volker Tresp:
Predicting Sequences of Clinical Events by Using a Personalized Temporal Latent Embedding Model. 130-139 - Mauricio Monsalve
Improving Risk Prediction of Clostridium Difficile Infection Using Temporal Event-Pairs. 140-149 - Robin De Croon
Design and Evaluation of an Interactive Proof-of-Concept Dashboard for General Practitioners. 150-159 - Adrian Bussone, Simone Stumpf
The Role of Explanations on Trust and Reliance in Clinical Decision Support Systems. 160-169
Session 6 Visualization and Applications
- Jennifer G. Kim, Melinda Snodgrass
Visual Analysis of Relationships between Behavioral and Physiological Sensor Data. 170-179 - Maziyar Baran Pouyan
Flow-SNE: A New Approach for Flow Cytometry Clustering and Visualization. 180-188
Session 7 Platforms, Devices, and Mobile Apps
- Shi Cheng, Lakshman S. Tamil
A Mobile Health System to Identify the Onset of Paroxysmal Atrial Fibrillation. 189-192 - Yu Jin Kim, Sam Procter
Ecosphere Principles for Medical Application Platforms. 193-198 - Scott McLachlan, Kudakwashe Dube
Supporting Preliminary Decisions on Patient Requests for Access to Health Records: An Integrated Ethical and Legal Framework. 199-207 - Johnson Chao-Sheng Huang, Yin-Tzu Lin, Joseph Kwong-Leung Yu, Kan Liu, Yau-Hwang Kuo:
A Wearable NFC Wristband to Locate Dementia Patients through a Participatory Sensing System. 208-212
Session 8 Modeling and Learning
- Sanjian Chen, Lu Feng, Michael R. Rickels
A Data-Driven Behavior Modeling and Analysis Framework for Diabetic Patients on Insulin Pumps. 213-222 - Ramón Maldonado, Travis R. Goodwin, Sanda M. Harabagiu
The Role of Semantic and Discourse Information in Learning the Structure of Surgical Procedures. 223-232 - Sarasi Lalithsena, Luis Tari, Anna von Reden, Benjamin Wilson, Brian J. Kolowitz, John Kalafut
Feedback-Driven Radiology Exam Report Retrieval with Semantics. 233-242
Session 9 Processing Clinical Notes
- Shalmali Joshi, Oluwasanmi Koyejo, Kristine Resurreccion, Joydeep Ghosh:
Simultaneous Prognosis and Exploratory Analysis of Multiple Chronic Conditions Using Clinical Notes. 243-252 - Travis R. Goodwin, Sanda M. Harabagiu
A Predictive Chronological Model of Multiple Clinical Observations. 253-262 - Anuja Kench, Vandana P. Janeja, Yelena Yesha, Naphtali Rishe, Michael A. Grasso
Clinico-genomic Data Analytics for Precision Diagnosis and Disease Management. 263-271
Posters
Human Factors
- Pádraig O'Leary, Noel Carroll
Untangling the Complexity of Connected Health Evaluations. 272-281 - Aisha Umar Akeel, Darren Mundy:
Comparison of Patient Empowerment Frameworks. 282-286 - Ronald Prescott Loui:
An Easily Adopted Markup Discipline for Annotating Electronic Medical Records with Ontological and Epistemological Qualification: Toward Disciplined Asterisks, Parentheticals, Marginalia, Footnotes, and Hashtags. 287-292
Systems
- Pietro Sala
A Framework for Mining Evolution Rules and Its Application to the Clinical Domain. 293-302 - Thusitha De Silva Mabotuwana, Christopher S. Hall, Rob C. van Ommering, Ranjith Tellis, Merlijn Sevenster:
An HL7 Data Pseudonymization Pipeline. 303-309 - Elena Rossi, Paul A. Fontelo, Michael J. Ackerman, Giuseppe Pozzi, Sara Marceglia
A Prototype of Mobile app/EHR Communication through Standards for Home Treatment of Transcranial Direct Current Stimulation. 310-315 - Angelo Ostinelli, Giuseppe Pozzi, Antonio Vassena:
Anatomical District Recognition in CT Bio-images. 316-324 - Hariprasad Sampathkumar, Xue-wen Chen, Bo Luo
Ontology-Based Visualization of Healthcare Data Mined from Online Healthcare Forums. 325-334 - YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada:
Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. 335-340 - Almeida C. Edwing, Ferruzca N. Marco, Guitierrez P. Ivan:
Detection of Episodes of Major Depression in Older Adults through Physiological Markers and Movement Patterns. 341-345 - Francesca Zerbato
BPMN-Based Representation and Comparison of Clinical Pathways for Catheter-Related Bloodstream Infections. 346-355 - Rainer Lutze
A Smartwatch Software Architecture for Health Hazard Handling for Elderly People. 356-361 - Manuela Macrí, Marco Antonio Mastratisi, Domenico Mirarchi, Erika De Francesco, Luigi Granata, Giuseppe Tradigo, Pietro Hiram Guzzi, Pierangelo Veltri
LiSE: A Personal Booklet for Health Care Annotation. 362-367 - Chung-Hao Chen, Jonna Bobzien, Michail N. Giannakos
Familiar Video Stories as a Means for Children with Autism: An Analytics Approach. 368-373
Data Analytics
- Nikolay Metodiev Sirakov
New Accurate Automated Melanoma Diagnosing Systems. 374-379 - Qifei Wang, Gregorij Kurillo, Ferda Ofli
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect. 380-389 - Ashis Gopal Banerjee, Mridul Khan, John H. Higgins, Amar K. Das:
Discovering and Validating Breast Cancer Treatment Correlations Using an Associative Memory Model and Statistical Methods. 390-397 - Teng Xu, Miodrag Potkonjak:
Energy Saving Using Scenario Based Sensor Selection on Medical Shoes. 398-403 - Saif Okour, Anthony J. Maeder
An Adaptive Rule-Based Approach to Classifying Activities of Daily Living. 404-407 - Saeed Mehrabi, Sunghwan Sohn, Dingcheng Li, Joshua J. Pankratz, Terry M. Therneau, Jennifer L. St. Sauver
Temporal Pattern and Association Discovery of Diagnosis Codes Using Deep Learning. 408-416 - Zachary Arnold, Danielle Larose, Emmanuel Agu:
Smartphone Inference of Alcohol Consumption Levels from Gait. 417-426 - Chen Li, William K. Cheung
Elderly Mobility and Daily Routine Analysis Based on Behavior-Aware Flow Graph Modeling. 427-436
Tutorials
- Fei Wang, Gregor Stiglic
Data Analytics in Healthcare Informatics. 444 - James Weimer, Oleg Sokolsky, Insup Lee:
Robust Medical Monitor Design. 445 - Morcous Massoud Yassa Massoud, Reham Ikram:
Ontology and Knowledge Sharing in E-Health. 446
Non-refereed Abstracts
- Peichang Shi, Aryya Gangopadhyay:
Personalized Health Plan Ranking - One Application of Cloud Computing to Health Care Data. 447 - Manabu Torii
Finding Difficult-to-Disambiguate Words: Towards an Efficient Workflow to Implement Word Sense Disambiguation. 448 - Xiaochen Huang, Emmanuel Agu:
Location-Dependent Vocabularies and Speaker Style Personalization for Accurate Mobile Diet Recognition. 449 - Chih-Lin Chi, Wonsuk Oh, Soo Borson:
Feasibility Study of a Machine Learning Approach to Predict Dementia Progression. 450 - Morcous M. Y. Massoud:
Healthcare Collaborative Network Based on Common KADS Methodology. 451 - Claudia Beatriz Rébola
Older Adults Technology Assessment, Use, and Needs for Health Applications. 452 - Qiwen Chen, Emmanuel Agu:
Exploring Statistical GLCM Texture Features for Classifying Food Images. 453 - Trung Pham, Savio Monteiro, Shi Cheng, Maziyar Pouyan, Lakshman Tamil
Virtual Sleep Laboratory for Population Health. 454
Technical Demo Session
- Joyce Rocha de Matos Nogueira, Nathalia Cristina Laurindo de Oliveira Ahiadzro, Luciana Tricai Cavalini, Timothy Wayne Cook:
Knowledge Management of Controlled Vocabularies for Semantic Interoperability of Healthcare Applications. 455-458 - Steven R. Haynes, Mark J. Jermusyk:
Summit: A Method and Software Application for Analyzing Healthcare Technology Investments. 459-462 - Maria Penna Luz, Joyce Rocha de Matos Nogueira, Luciana Tricai Cavalini, Timothy Wayne Cook:
Providing Full Semantic Interoperability for the Fast Healthcare Interoperability Resources Schemas with Resource Description Framework. 463-466
Doctoral Consortium Papers
- Aboozar Eghdam, Sabine Koch
How Do Persons with Mild Acquired Cognitive Impairment Use E-Services and Social Media? Results from a Swedish National Survey. 467 - Rittika Shamsuddin
Prediction and Tracking Changes in Bio-medical Sensor Data. 468 - Alexandros Lioulemes:
Robot-Assisted Rehabilitation for Smart Assessment and Training. 469 - Srujana Gattupalli:
Human Motion Analysis and Vision-Based Articulated Pose Estimation. 470 - Robin De Croon
Augmenting Drug Discussions in General Practice. 471 - Fieran Mason-Blakley:
Information System Hazard Analysis and Mitigation. 472-481 - Arielle M. Fisher, Harry Hochheiser
Applying Lessons Learned from the Birmingham Free Clinic Dispensary to Inform Pharmaceutical Supply Chain Management in Low-Resource Settings. 482 - Xi Wang, Zhiya Zuo, Kang Zhao, W. Nick Street:
Predicting User Participation and Detecting User Role Diffusion in Online Health Communities. 483 - Travis R. Goodwin:
Discovering the Temporal Interactions between Clinical Observations. 484-493 - Majid Rastegar-Mojarad, Rashmi Prasad:
Toward a Complete Database of Drug Repurposing Candidates Extracted from Social Media, Biomedical Literature, and Genetic Data. 494 - Omid Ghiasvand, Rohit J. Kate:
Biomedical Named Entity Recognition with less Supervision. 495 - Ramón Maldonado:
Learning the Structure of Surgical Procedures from Operative Notes. 496 - Shalmali Joshi, Oluwasanmi Koyejo, Joydeep Ghosh:
Simultaneous Prognosis of Multiple Chronic Conditions from Heterogeneous EHR Data. 497 - Sujan Perera, Amit P. Sheth:
Implicit Information Extraction from Clinical Notes. 498 - Zhen Hu, Genevieve B. Melton, György J. Simon:
Strategies for Handling Missing Data in Detecting Postoperative Surgical Site Infections. 499 - Aisha Umar Akeel, Darren Mundy:
Articulating a Framework for Patient Empowerment to Support Greater E-Health Integration. 500
Industry Track Papers
- Yugang Jia, Xin Wang, Reza Sharifi Sedeh, Qingxin Wu, Nathan Cohen:
A Web-Based Application for Visualizing the CMS Referral Network. 501-503 - Cheng-Yi Yang, Chien-Tsai Liu
Design and Implementation of a Privacy Aware Framework for Sharing Electronic Health Records. 504-508 - Thamer M. Alenazi, Ahmad A. Alhamed:
A Middleware to Support HL7 Standards for the Integration between Healthcare Applications. 509-512
Data Analytics Challenge Finalists
- Jianglei Han, Naveen Nandan, Aixin Sun
Did You Know? A Rule-Based Approach to Finding Similar Questions on Online Health Forums. 513-514 - Zhiguo Yu, Byron C. Wallace, Todd R. Johnson:
Healthcare Data Analytics Challenge. 515-516 - Yanshan Wang
Retrieval of Semantically Similar Healthcare Questions in Healthcare Forums. 517-518 - Hamman W. Samuel, Mi-Young Kim, Sankalp Prabhakar, Mohomed Shazan Mohomed Jabbar:
Golden Retriever: Question Retrieval System. 519-520 - Mohammad Alodadi
Similarity in Patient Support Forums Using TF-IDF and Cosine Similarity Metrics. 521-522 - Bisakha Ray:
IEEE ICHI Healthcare Data Analytics Challenge. 523-524
Smart and Connected Health Workshop Papers
- Syed Shabih Hasan, Ryan Brummet, Octav Chipara
In-Situ Measurement and Prediction of Hearing Aid Outcomes Using Mobile Phones. 525-534 - Christopher C. Yang, Mengnan Zhao:
Extraction of Clinical Phenotypic Information from Online Heterogeneous Healthcare Networks. 535-544 - Carlo Combi
Design, Development, Deployment of a Telemedicine System in a Developing Country: Dealing with Organizational and Social Issues. 545-554 - Gloria J. Washington, Jasmine Ward, Michelle Kameka:
Spare Me: Towards an Empathetic Tool for Helping Adolescents & Teenagers Cope with Sickle Cell. 555-561 - Hugo Espiritu, Vangelis Metsis:
Automated Detection of Sleep Disorder-Related Events from Polysomnographic Data. 562-569 - Mohammad Ali Ghaderi, Gopal Gupta, Lakshman Tamil
mHealth Platform for Breast Cancer Risk Assessment. 570-573 - Sultanah Mohammed Alshammari
Modeling Disease Spread at Global Mass Gatherings: Hajj as a Case Study. 574-577 - Steven R. Haynes, Maria G. Barbone, Mark J. Jermusyk:
Information Technology Challenges for Mobile Integrated Healthcare. 578-586 - Hamed Haddadi, Ferda Ofli
360-degree Quantified Self. 587-592
Health Information Quality Workshop Papers
- Shawn Ogunseye, Sherrie Y. X. Komiak:
What's to Learn from Unvalidated Sources of Health Information? 593-596 - Shawn Ogunseye, Sherrie Y. X. Komiak, Paul Komiak:
The Impact of Senior-Friendliness Guidelines on Seniors' Use of Personal Health Records. 597-602
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