Shahram Ebadollahi

发表

Quantifying the Utility of Medical Tests using Longitudinal EHR Data

Shahram Ebadollahi, Stein Olav Skrøvseth, Knut Magne Augestad, 2014, American Medical Informatics Association Annual Symposium.

Real-time prognosis of ICU physiological data streams

Shahram Ebadollahi, Alain Biem, Jianying Hu, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

View segmentation and static/dynamic summary generation for echocardiogram videos

Shahram Ebadollahi, Shih-Fu Chang, 2001, JCDL '01.

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, AMIA.

BlogIT: Multimedia Chronicling for Improved Capture, Sharing, and Retrieval of Solutions in Contact Center Applications

Shahram Ebadollahi, Gopal Sarma Pingali, Maja Vukovic, 2007, 2007 IEEE International Conference on Multimedia and Expo.

Commercial detection in heterogeneous video streams using fused multi-modal and temporal features

Shahram Ebadollahi, Shih-Fu Chang, Masami Mizutani, 2005, Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005..

Case-based reasoning in comparative effectiveness research

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, IBM J. Res. Dev..

Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, Stat. Anal. Data Min..

A Thin Client Interface to a High Performance Multi-modal Image Analytics System

James W. Cooper, Shahram Ebadollahi, Ellen Eide, 2009 .

Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu, 2006, CVAMIA.

iMet: Interactive Metric Learning in Healthcare Applications

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2011, SDM.

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Data-driven approach for assessing utility of medical tests using electronic medical records

Shahram Ebadollahi, Stein Olav Skrøvseth, Knut Magne Augestad, 2015, J. Biomed. Informatics.

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support

Jimeng Sun, Shahram Ebadollahi, Jianying Hu, 2010, 2010 IEEE International Conference on Data Mining.

A Thin Client Interface to a High Performance Multi-modal Image Analytics System

James W. Cooper, Shahram Ebadollahi, Ellen Eide, 2009, 2009 42nd Hawaii International Conference on System Sciences.

Anomaly detection in information streams without prior domain knowledge

Shahram Ebadollahi, Shih-Fu Chang, Dinesh C. Verma, 2011, IBM J. Res. Dev..

Visual Event Detection using Multi-Dimensional Concept Dynamics

Shahram Ebadollahi, Shih-Fu Chang, John R. Smith, 2006, 2006 IEEE International Conference on Multimedia and Expo.

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, SDM.

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records

Shahram Ebadollahi, Kenney Ng, Jianying Hu, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic view recognition in echocardiogram videos using parts-based representation

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Toward personalized care management of patients at risk: the diabetes case study

Shahram Ebadollahi, Jianying Hu, Michal Rosen-Zvi, 2011, KDD.

Analysis of video content using statistical spatio-temporal models

Shahram Ebadollahi, Shih-Fu Chang, 2005 .

Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records

Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart, 2014, Int. J. Medical Informatics.

Localized Supervised Metric Learning on Temporal Physiological Data

Jimeng Sun, Shahram Ebadollahi, Jianying Hu, 2010, 2010 20th International Conference on Pattern Recognition.

Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010

Jimeng Sun, Shahram Ebadollahi, ChengXiang Zhai, 2010, CLEF.

Echocardiogram video summarization

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu, 2001, SPIE Medical Imaging.

Concept-based electronic health records: opportunities and challenges

Shahram Ebadollahi, Tanveer F. Syeda-Mahmood, Shih-Fu Chang, 2006, MM '06.

Clinical Utility of Machine Learning and Longitudinal EHR Data

Jimeng Sun, Shahram Ebadollahi, Walter F. Stewart, 2014, Machine Learning in Healthcare Informatics.

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, AMIA.

Interactive segmentation in multimodal brain imagery using a Bayesian transductive learning approach

Shahram Ebadollahi, Jesus J. Caban, Andrew F. Laine, 2009, Medical Imaging.

How informatics are being applied in industry: challenge and opportunity

Xia Wang, Shahram Ebadollahi, Matvey B. Palchuk, 2016, AMIA.

Information technology for healthcare transformation

Paul P. Maglio, Jimeng Sun, Shahram Ebadollahi, 2011, IBM J. Res. Dev..

Visual cluster analysis in support of clinical decision intelligence.

Jimeng Sun, Shahram Ebadollahi, David Gotz, 2011, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Concept detection in longitudinal brain MR images using multi-modal cues

Shahram Ebadollahi, John R. Kender, Jesus J. Caban, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space

Shahram Ebadollahi, Shih-Fu Chang, John R. Smith, 2006, CIVR.

Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.

Bayesian transduction and Markov conditional mixtures for spatiotemporal interactive segmentation

Shahram Ebadollahi, Andrew F. Laine, Noah Lee, 2009, 2009 4th International IEEE/EMBS Conference on Neural Engineering.

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach

Fei Wang, Jimeng Sun, Shahram Ebadollahi, 2012, KDD.

Muti-scale temporal segmentation and outlier detection in sensor networks

Shahram Ebadollahi, Shih-Fu Chang, Dinesh C. Verma, 2009, 2009 IEEE International Conference on Multimedia and Expo.

Echocardiogram videos: summarization, temporal segmentation and browsing

Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu, 2002, Proceedings. International Conference on Image Processing.

An end-to-end eChronicling System for Mobile Human Surveillance

Shahram Ebadollahi, Jason W. Pelecanos, Gopal Sarma Pingali, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Concept-oriented access to longitudinal multimedia medical records: A case study in brain tumor patient management

James W. Cooper, Shahram Ebadollahi, Chalapathy Neti, 2009 .

Prescription Extraction from Clinical Notes: Towards Automating EMR Medication Reconciliation

Shahram Ebadollahi, Kenney Ng, Steven R. Steinhubl, 2015, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

POTENTIAL IMPACT OF PREDICTIVE MODELS FOR EARLY DETECTION OF HEART FAILURE ON THE INITIATION OF EVIDENCE-BASED THERAPIES

Shahram Ebadollahi, Roy J. Byrd, Jimeng Sun, 2012 .

Prevalence of heart failure signs and symptoms in a large primary care population identified through the use of text and data mining of the electronic health record.

Shahram Ebadollahi, Kenney Ng, Jimeng Sun, 2014, Journal of cardiac failure.

Abstract 12035: Text and Data Mining of Longitudinal Electronic Health Records (EHRs) in a Primary Care Population Can Identify Heart Failure (HF) Patients Months to Years Prior to Formal Diagnosis Using the Framingham Criteria

Shahram Ebadollahi, Roy J. Byrd, Jimeng Sun, 2011 .