SafwanHalabiMD

PubMed

• Checklist for Reproducibility of Deep Learning in Medical Imaging.
  Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh, Sanaz Vahdati, Nabile Safdar, Linda Moy, Felipe Kitamura, Amilcare Gentili, Paras Lak...> ;Journal of Imaging Informatics in Medicine. 2024 Mar 14
• 1 citations
  On the Centrality of Data: Data Resources in Radiologic Artificial Intelligence.
  John Mongan, Safwan S Halabi> ;Radiology. Artificial Intelligence. 2023 Sep 1
• 3 citations
  Use of Artificial Intelligence in Radiology: Impact on Pediatric Patients, a White Paper From the ACR Pediatric AI Workgroup.
  Marla B K Sammer, Yasmin S Akbari, Richard A Barth, Steven L Blumer, Jonathan R Dillman, Shannon G Farmakis, Don P Frush, Ami Gokli, Safwan S Halabi, Ramesh Iyer, Apar...> ;Journal of the American College of Radiology. 2023 Aug 1
• 1 citations
  Changes in Radiology Due to Artificial Intelligence That Can Attract Medical Students to the Specialty.
  David Shalom Liu, Kamil Abu-Shaban, Safwan S Halabi, Tessa Sundaram Cook> ;JMIR Medical Education. 2023 Mar 20
• 1 citations
  A Review of Core Concepts of Imaging Informatics.
  Aren Shah, Pooja Sai Muddana, Safwan Halabi> ;Cureus. 2022 Dec 1
• 9 citations
  Perceptions of US Medical Students on Artificial Intelligence in Medicine: Mixed Methods Survey Study.
  David Shalom Liu, Jake Sawyer, Alexander Luna, Jihad Aoun, Janet Wang, Lord Boachie, Safwan Halabi, Bina Joe> ;JMIR Medical Education. 2022 Oct 21
• 1 citations
  The requirements for performing artificial-intelligence-related research and model development.
  Anuj Pareek, Matthew P Lungren, Safwan S Halabi> ;Pediatric Radiology. 2022 Oct 1
• 1 citations
  E Pluribus Unum (Out of Many, One): Leveraging Federated Learning to Promote Deep Learning Model Development.
  Safwan S Halabi> ;Journal of the American College of Radiology. 2022 Aug 1
• Moving Toward Seamless Interinstitutional Electronic Image Transfer.
  Bibb Allen, Safwan S Halabi> ;Journal of the American College of Radiology. 2022 Jun 1
• 7 citations
  Attention-guided deep learning for gestational age prediction using fetal brain MRI.
  Shen, L., Zheng, J., Lee, E., Shpanskaya, K., McKenna, E., Atluri, M., Plasto, D., Mitchell, C., Lai, L., Guimaraes, C., Dahmoush, H., Chueh, J., Halabi, S., Pauly, J....> ;Scientific Reports. 2022 Jan 26
• 1 citations
  Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup Part 2: Annotation, Curation, and Contracting.
  Juan C Batlle, Keith J. Dreyer, Bibb Allen, Tessa S. Cook, Christopher J. Roth, Andrea Borondy Kitts, Raym Geis, Carol C. Wu, Matthew P. Lungren, Jay Patti, Adam Prate...> ;Journal of the American College of Radiology. 2021 Oct 2
• 3 citations
  Data Sharing of Imaging in an Evolving Health Care World: Report of the ACR Data Sharing Workgroup Part 1: Data Ethics of Privacy, Consent, and Anonymization
  Juan C Batlle, Keith J. Dreyer, Bibb Allen, Tessa S. Cook, Christopher J. Roth, Andrea Borondy Kitts, Raym Geis, Carol C. Wu, Matthew P. Lungren, Jay Patti, Adam Prate...> ;Journal of the American College of Radiology. 2021 Oct 1
• 36 citations
  Artificial Intelligence Algorithm Improves Radiologist Performance in Skeletal Age Assessment: A Prospective Multicenter Randomized Controlled Trial.
  David Eng, Nishith Khandwala, Jin Long, Nancy R. Fefferman, Shailee V. Lala, Naomi Strubel, Sarah Milla, Ross W. Filice, Susan Sharp, Alexander J. Towbin, Michael L. F...> ;Radiology. 2021 Sep 28
• 1 citations
  Introduction to the artificial intelligence in pediatric radiology imaging special issue.
  Amaka C. Offiah, Safwan Halabi> ;Pediatric Radiology. 2021 Sep 8
• 1 citations
  Correction to: Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures.
  Hongmei Wang, Lu Wang, Edward H. Lee, Jimmy Zheng, Wei Zhang, Safwan Halabi, Chunlei Liu, Kexue Deng, Jiangdian Song, Kristen W. Yeom> ;European Journal of Nuclear Medicine and Molecular Imaging. 2021 Mar 3
• 35 citations
  The RSNA Pulmonary Embolism CT Dataset.
  , , , , , , , , , , , , , , , , , , , , , , , , , , , , > ;Radiology. Artificial Intelligence. 2021 Jan 20
• 16 citations
  Multi-classifier-based identification of COVID-19 from chest computed tomography using generalizable and interpretable radiomics features.
  Lu Wang, Brendan D. Kelly, Edward H. Lee, Hongmei Wang, Jimmy Zheng, Wei Zhang, Safwan Halabi, Jining Liu, Yulong Tian, Baoqin Han, Chuanbin Huang, Kristen W. Yeom, Ke...> ;European Journal of Radiology. 2021 Mar 1
• 1 citations
  Deep learning augments liver stiffness classification in children
  Safwan Halabi> ;Pediatric Radiology. 2021 Jan 7
• Artificially Practical in Every Way.
  Safwan Halabi> ;Journal of the American College of Radiology. 2020 Nov 1
• 53 citations
  Decoding COVID-19 pneumonia: comparison of deep learning and radiomics CT image signatures.
  Hongmei Wang, Lu Wang, Edward H. Lee, Jimmy Zheng, Wei Zhang, Safwan Halabi, Chunlei Liu, Kexue Deng, Jiangdian Song, Kristen W. Yeom> ;European Journal of Nuclear Medicine and Molecular Imaging. 2021 May 1
• 28 citations
  The effect of including benchmark prevalence data of common imaging findings in spine image reports on health care utilization among adults undergoing spine imaging: A...
  Jeffrey G. Jarvik, Eric N. Meier, Kathryn T. James, Laura S. Gold, Katherine W. Tan, Larry Kessler, Pradeep Suri, David F. Kallmes, Daniel C. Cherkin, Richard A. Deyo,...> ;JAMA Network Open. 2020 Sep 1
• 6 citations
  Sonographic Diagnosis of Velamentous and Marginal Placental Cord Insertion.
  Brendan P Kelley, Chad L Klochko, Sarah Atkinson, Daniel Hillman, Brian M. Craig, Sharon A. Sandberg, Arthur R. Gaba, Safwan Halabi> ;Ultrasound Quarterly. 2020 Sep 1
• 1 citations
  Taking Matters into Your Own Hands.
  Safwan Halabi> ;Radiology. Artificial Intelligence. 2020 Jul 29
• 2 citations
  Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
  Adam E Flanders, Luciano M Prevedello, George Shih, Safwan S Halabi, Jayashree Kalpathy-Cramer, Robyn Ball, John T Mongan, Anouk Stein, Felipe C Kitamura, Matthew P Lu...> ;Radiology. Artificial Intelligence. 2020 Jul 1
• 58 citations
  Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.
  Adam E Flanders, Luciano M Prevedello, George Shih, Safwan S Halabi, Jayashree Kalpathy-Cramer, Robyn Ball, John T Mongan, Anouk Stein, Felipe C Kitamura, Matthew P Lu...> ;Radiology. Artificial Intelligence. 2020 May 1
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Journal Articles

• The Effect of Including Benchmark Prevalence Data of Common Imaging Findings in Spine Image Reports on Health Care Utilization Among Adults Undergoing Spine Imaging  
  Jeffrey G Jarvik, David F Kallmes, Safwan S Halabi, Patrick H Luetmer, JAMA Network Open
• Deep Learning for Chest Radiograph Diagnosis: A Retrospective Comparison of the CheXNeXt Algorithm to Practicing Radiologists  
  Curtis P Langlotz, Safwan S Halabi, Matthew P Lungren, Timothy J Amrhein, David A Mong, Francis G Blankenberg, Jayne Seekins, PLoS One
• Technical Challenges in the Clinical Application of Radiomics  
  Shaikh FA, Kolowitz BJ, Awan O, Aerts HJ, von Reden A., Halabi SS, Mohiuddin SA, Malik S, Shrestha RB, and Deible C, JCO Clinical Cancer Informatics, 1/1/2017
• Large intra-thoracic desmoid tumor with airway compression: A case report and review of the literature  
  Robinson TD, Bruzoni M, Than P, Halabi SS, Wall J, J Ped Surg Case Reports, 1/1/2016
• Concierge and Second-Opinion Radiology: Review of Current Practices  
  Sheikh S, Bafana R, Halabi SS, Current Problems in Diagnostic Radiology, 1/1/2016
• The Effect of Clinical Decision Support for Advanced Inpatient Imaging  
  Moriarity AK, Klochko C, O'Brien M, Halabi SS, Journal of the American College of Radiology, 1/1/2015
• Systematic Literature Review of Imaging Features of Spinal Degeneration in Asymptomatic Populations  
  Brinjikji W, Luetmer PH, Comstock BA, Bresnahan BW, Chen LC, Deyo RA, Halabi SS, Turner J, Avins A, James KM, Wald JT, Kallmes D, Jarvik JG, American Journal of Neuroradiology, 1/1/2015
• Lumbar Imaging With Reporting Of Epidemiology (LIRE)—Protocol for a pragmatic cluster randomized trial  
  Jarvik JG, Comstock BA, James KT, Avins AL, Bresnahan BW, Deyo RA, Luetmer PH, Friedly JL, Meier EN, Cherkin DC, Gold LS, Rundell SD, Halabi SS, Kallmes DF, Tan KW, Tu..., Contemporary Clinical Trials, 1/1/2015
• The Wise Small Bowel  
  Halabi SS, RadioGraphics, 1/1/2010
• Evaluating the Effect of Unstructured Clinical Information on Clinical Decision Support Appropriateness Ratings  
  Moriarity AK, Green A, Klochko C, O’Brien M, Halabi SS, Journal of the American College of Radiology
• Translational Radiomics: Defining the Strategy Pipeline and Considerations for Application—Part 1: From Methodology to Clinical Implementation  
  Shaikh F, Franc B, Allen E, Sala E, Awan O, Hendrata K, Halabi S, Mohiuddin S, Malik S, Hadley D, Shrestha R, Journal of the American College of Radiology
• Translational Radiomics: Defining the Strategy Pipeline and Considerations for Application—Part 2: From Clinical Implementation to Enterprise  
  Shaikh, F, Franc B, Allen E, Sala E, Awan O, Hendrata K, Halabi S, Mohiuddin S, Malik S, Hadley D, Shrestha R, Journal of the American College of Radiology
• Data Science: Big Data, Machine Learning, and Artificial Intelligence  
  Carlos RC, Kahn CE, Halabi SS, Journal of the American College of Radiology
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Books/Book Chapters

• Pediatric Imaging: A Core Review 
  Blumer SL, Biko DM, Halabi SSLWWEdition 1st,2018
• Ultrasound: A Core Review 
  Chapter: Second and Third Trimester Pregnancy 
  Halabi SS, et alEditors: Shrestha R, Ka-Kei N.LWWEdition 1st,2017

Abstracts/Posters

• Imaging before 24 weeks gestation can predict neonatal respiratory morbidity in pregnancies complicated by fetal lung masses
  Sherwin K, Girsen A, Halabi SS, Spiegel A, Lee C, Hintz S, El-Sayed Y, Barth R, Blumenfeld Y, Society of Maternal Fetal Medicine Annual Pregnancy Meeting, 1/1/2018
• CVR Measurement of Fetal Lung Masses by US and MRI: Choosing the best measurement method
  Emerson M, Rubesova E, Halabi SS, Rosenberg J, Hintz S, Blumenfeld Y, Girsen A, Neves S, Homeyer M, Barth R, Society of Pediatric Radiology Annual Meeting, 1/1/2017
• Noninvasive Prenatal Testing (NIPT): What the Radiologist Needs to Know
  Halabi SS, Emerson M, Alkhori N, Society of Pediatric Radiology Annual Meeting, 1/1/2017
• Thyme to Respect the Thymus
  Lai L, Halabi SS, Yeom K, Barth R, Seekins J, Newman B, International Pediatric Radiology Conjoint Meeting, 1/1/2016
• Oh! The Places You’ll Gonads: A review of the expected and unexpected locations of reproductive tissue in pediatric patients
  Cullen T, Seekins J, Halabi SS, International Pediatric Radiology Conjoint Meeting, 1/1/2016
• Reliability of the Lung Head Ratio Measurements in Congenital Diaphragmatic Hernia Made with Ultrasound as Compared with MRI
  Alford R, Rubesova E, Halabi SS, Blumenfeld Y, Hintz S, Barth R, International Pediatric Radiology Conjoint Meeting, 1/1/2016
• Special Delivery: Spectrum of Liver Abnormalities on Fetal US and MRI
  Hakim I, Halabi SS, International Pediatric Radiology Conjoint Meeting, 1/1/2016
• The Effect of Manually Reviewing Free-text Clinical Information from Providers using Computerized Radiology Order Entry with Clinical Decision Support for Advanced Inp...
  Klochko C, Green A, Moriarity AK, Halabi SS, Radiological Society of North America Annual Meeting, 1/1/2015
• Teaching CT Protocol Guidelines to Residents
  Walker L, Klochko C, Halabi SS, Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2015
• An Electronic System for Physician Protocoling of Advanced Radiology Examinations
  Klochko C, Bower L, Halabi SS, Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2015
• iPad Use in Interpreting Radiographs: Can Radiology Residents Make the Diagnosis?
  Galinato A, Rawoof M, Halabi SS, Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2015
• Patient- and Parent-Facing Radiology Reports for the Pediatric Personalized Health Record
  Lai P, O’Brien M, Klochko C, Halabi SS, Society of Pediatric Radiology Annual Meeting, 1/1/2015
• Congenital and Neonatal Renal Abnormalities
  Van Hooser A, Halabi SS, American Roentgen Ray Society National Meeting, 1/1/2015
• “YouTubing” Your Way Through First Year
  Shaikh S, O’Brien M, Bafana R, Riaz R, Halabi SS, American Roentgen Ray Society National Meeting, 1/1/2015
• Systematic Literature Review of Imaging Features of Spinal Degeneration in Asymptomatic Populations
  Brinjikji W, Luetmer PH, Comstock BA, Bresnahan BW, Chen LC, Deyo RA, Halabi SS, Turner J, Avins A, James KM, Wald JT, Kallmes D, Jarvik JG, Scientific Exhibit. Radiological Society of North America Annual Meeting, 1/1/2014
• Learning from our Missed Opportunities: Initial Experience using Sonographer Report Cards to Improve the Diagnostic Accuracy of Pediatric Appendix Ultrasound and Decre...
  Ledbetter KA, Moriarity AK, Halabi SS, Quality Storyboard. Radiological Society of North America Annual Meeting, 1/1/2014
• Concierge and Second Opinion Radiology: Review of Current Practices
  Bafana R, Shaikh S, Halabi SS, Education Exhibit. Radiological Society of North America Annual Meeting, 1/1/2014
• Klochko CL, O’Brien M, Moriarity A, Halabi SS
  Klochko CL, O’Brien M, Moriarity A, Halabi SS, Education Exhibit. Radiological Society of North America Annual Meeting, 1/1/2014
• How Appropriate are Routine Inpatient Imaging Requests and can Decision Support Help? Comparing Baseline Inpatient Imaging Requests with the Current ACR Appropriatenes...
  Moriarity A, Halabi SS, Scientific Exhibit. Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2014
• Aortic Dissection Risk Calculator and Potential Applications with a Clinical Decision Support Framework
  Klochko CL, Ogilvie RA, Halabi SS, Williams D, Scientific Session: Education & Training. Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2014
• Dial 1 for Physician: Who is Receiving the Notification of Critical Results?
  Klochko CL, Rinker E, Ogilvie RA, Moriarity A, O’Brien M, Yanoschik D, Halabi SS, Scientific Exhibit. Society of Imaging Informatics in Medicine Annual Meeting, 1/1/2014
• Resident and Fellows Legislative Advocacy Day: The Michigan Experience
  O’Brien M, Moriarity AK, Shaikh S, Riaz R, Halabi SS, Educational exhibit at the ACR AMCLC, 1/1/2014
• What happened to my patient? A novel sonographer follow-up card to reduce the rate of non-diagnostic pediatric appendicitis examinations
  Moriarity A, Ledbetter K, Halabi SS, American College of Radiology Annual Quality and Safety Conference, 1/1/2014
• Henry Ford Hospital Radiology Order Queue (ROQ). Quality Storyboard
  Ametlli V, Blair R, Wessman B, Halabi SS, Ciarelli J, Tunnecliffe S, Radiological Society of North America Annual Meeting, 1/1/2013
• Suspected pediatric appendicitis in a multi-center health system: Management and treatment outcomes following ultrasound evaluation
  Moriarity A, Baki N, Halabi SS, Society of Pediatric Radiology Annual Meeting, 1/1/2013
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Lectures

• CPOE and the CMS Imaging Demonstration Project 
  1/1/2018
• Learning from Failure in Clinical Informatics 
  Stanford, CA - 1/1/2018
• Lessons Learned During Stanford Children’s Outside Image Management Journey 
  1/1/2018
• Leveraging Machine Learning to Optimize Quality & Safety 
  Stanford, CA - 1/1/2017
• Predict to Prepare: Radiology Trends to Watch 
  1/1/2017
• Performance of a Deep Neural Network Learning Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs 
  1/1/2017
• Applying Informatics to the Value Stream in Radiology 
  Stanford, CA - 1/1/2016
• The Art of Medical Diagnosis: Chest Radiology 
  Stanford, CA - 1/1/2016
• What Does the Future Hold for Medical Image Management? 
  1/1/2016
• Imaging Informatics Professional Bootcamp Lecture and Panel Discussion: Medical Informatics 
  Portland, OR - 1/1/2016
• Performance Improvement Whiteboard Session 
  Portland, OR - 1/1/2016
• Town Hall Panelist Patient Portals, Concierge, & Second Opinions 
  Portland, OR - 1/1/2016
• Industry Insights Moderator: Electronic CDS Tools 
  Portland, OR - 1/1/2016
• Big Data and Machine Learning 
  Squaw Valley, CA - 1/1/2016
• Clinical Decision Support 
  1/1/2016
• The Life Cycle of a Digital Image: Image Acquisition to Radiology Report 
  Chicago, IL - 1/1/2016
• TeleHealth and the impact of Internet of Things (IoT) on patient-centric Healthcare 
  Dearborn, MI - 1/1/2015
• Business Seminar: Clinical Decision Support and Patient-Centered Communication (PHRs and Social Media) 
  Toronto, Canada - 1/1/2015
• The Imaging Practice of the Future: Imaging 3.0 in Practice -- Patient-Centered Care in Radiology 
  Toronto, Canada - 1/1/2015
• Importance of Change Management in Informatics 
  Washington, DC - 1/1/2015
• Creative Applications for Social Media in Medical Imaging 
  Washington, DC - 1/1/2015
• SIIM IIP Bootcamp Lecture and Panel Discussion: Medical Informatics 
  Washington, DC - 1/1/2015
• Evolution and Lifecycle of Imaging Clinical Decision Support 
  Washington, DC - 1/1/2015
• Drive Quality: Get the Skinny on Lean White Boarding 
  Washington, DC - 1/1/2015
• EHRs and Healthcare IT: Documentation 
  1/1/2015
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Other

• Door to the Future? 
  Radiology Today
  http://www.radiologytoday.net/archive/rt0117p20.shtml
  1/1/2017
• Predict to Prepare: 5 Radiology Trends to Watch 
  Halabi SS, Martin T, Panner M, Ambra Health
  1/1/2017
• Information Overload 
  ACR Bulletin
  http://www.acr.org/News-Publications/News/News-Articles/2014/ACR-Bulletin/201402-Information-Overload
  1/28/2014
• Halabi: Medicare Imaging Demonstration led to key learnings 
  Radiology Business
  http://www.radiologybusiness.com/topics/technology-management/halabi-medicare-imaging-demonstration-well-worthwhile-led-key-learnings
  1/24/2014
• Top 10 social media tips for radiologists 
  
  http://www.auntminnie.com/index.aspx?sec=sup&sub=imc&pag=dis&ItemID=107455
  1/20/2014
• MU Roadmap: Choices, Mandates, and Decisions in the Age of Meaningful Use 
  Radiology Business Journal
  http://www.radiologybusiness.com/topics/imaging-informatics/mu-roadmap-choices-mandates-and-decisions-age-meaningful-use
  1/18/2014
• MU’s push for CDS: How will it impact Radiology? 
  imagingBIZ
  http://www.imagingbiz.com/sponsored/1069/mus-push-cds-how-will-it-impact-radiology
  1/15/2014
• Bill Pushes CDS Forward with Potentially Positive Impact on Radiology 
  Diagnostic Imaging
  http://www.diagnosticimaging.com/healthcare-reform/bill-pushes-cds-forward-potentially-positive-impact-radiology/page/0/1?GUID=ABAA7215-D572-415F-AD03-3BCB3EDF3B00&rememberme=1&ts=14042014
  1/10/2014
• 3 Experts Discuss the Impact of Baby Boomers on Healthcare Radiology 
  Medical Imaging Talk Blog
  http://www.medicalimagingtalk.com/4580/3-experts-discuss-the-impact-of-baby-boomers-on-healthcare-and-radiology/
  1/9/2014
• Speaking Out on Social Media 
  Halabi SS, Hawkins M, Longeteig K, HealthImaging
  http://www.healthimaging.com/topics/practice-management/speaking-out-social-media?nopaging=1
  1/3/2013
• HFHS Clinical Initiatives to Reduce Patient Radiation Exposure 
  Halabi SS, Supanich M, Flynn M
  https://rorl.radiology.ucsf.edu/symposiumRegistration/Home
  1/1/2013
• Clinical Decision Support: Planting a Decision Tree in Radiology 
  Radiology Business Journal
  http://www.imagingbiz.com/articles/view/clinical-decision-support-planting-a-decision-tree-in-radiology
  1/27/2012
• 6 Ways for Radiologists to Use Social Media 
  Diagnostic Imaging
  http://www.diagnosticimaging.com/practice-management/content/article/113619/2089886
  1/12/2012
• SIIM: Radiology providers should not ignore social media 
  
  http://www.auntminnie.com/index.aspx?d=1&sec=sup&sub=pac&pag=dis&ItemID=99614
  1/8/2012
• SIIM: Time to Hop on Social Media Train 
  HealthImaging
  http://www.healthimaging.com/index.php?option=com_articles&task=view&id=34258&division=hiit
  1/8/2012
• Mobile Apps Gain New Ground in Radiology 
  RSNA News
  http://www.rsna.org/NewsDetail.aspx?id=5953
  1/1/2012
• Creative Applications for Social Media 
  Halabi SS
  http://www.siim2012.org/HT_creative_applications.shtml
  Orlando, FL - 1/1/2012
• IT and Informatics Committee Retreat 
  Halabi SS
  http://www.acr.org/Advocacy/Informatics/About-Us/ITIC-Physician-Leadership
  Las Vegas, NV - 1/1/2012
• Physicians & Smartphones: The Story Behind the Numbers 
  Healthcare Technology Management
  http://www.healthcaretechnologymanagement.com/index.php?option=com_articles&view=article&id=30155
  1/26/2011
• PACS app alerts radiologists of follow-up studies 
  
  http://www.auntminnie.com/index.aspx?sec=sup&sub=pac&pag=dis&ItemID=98042
  1/23/2011
• Providers, insurers seek ways to reduce growing radiology costs 
  Crain’s Detroit Business
  http://www.crainsdetroit.com/article/20110221/HEALTH/110229999/providers-insurers-seek-ways-to-reduce-growing-radiology-costs
  1/21/2011
• The Art of Imbibing and Teaching Informatics 
  Halabi SS, SIIMShare Blog
  http://siimshare.org/2011/07/the-art-of-imbibing-and-teaching-informatics/
  1/12/2011
• Famous Last Words with Safwan Halabi, MD 
  RT Image
  http://www.onlinedigitalpubs.com/publication/index.php?i=75796&m=&l=&p=4&pre=&ver=swf
  1/4/2011
• Achieving Meaningful Use with the Hospital Electronic Medical Record 
  The Engineering Society of Detroit: Technology Century
  http://ww2.esd.org/_TC/TCv16n1.pdf
  1/1/2011
• Achieving Meaningful Use with the Henry Ford Hospital Electronic Health Record 
  Halabi SS, Technology Century.  Engineering Society of Detroit
  http://ww2.esd.org/_TC/TCv16n1.pdf
  1/1/2011
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