Methods of Information in Medicine BMIRDS . 4/5/18 Methods of Information in Medicine BMIRDS . 4/5/18

Identifying Associations between Somatic Mutations and Clinicopathologic Findings in Lung Cancer Pathology Reports

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American Medical Informatics Association (AMIA) Summit on Informatics BMIRDS . 3/12/18 American Medical Informatics Association (AMIA) Summit on Informatics BMIRDS . 3/12/18

Improving Patient and Caregiver Engagement through the Application of Data Science Methods to Audio Recorded Clinic Visits Stored in Personal Health Libraries Using ORALS

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Scientific Reports BMIRDS . 3/4/18 Scientific Reports BMIRDS . 3/4/18

Pathologist-level Classification of Histologic Patterns on Resected Lung Adenocarcinoma Slides with Deep Neural Networks

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Journal of Digital Imaging BMIRDS . 2/1/18 Journal of Digital Imaging BMIRDS . 2/1/18

Using Natural Language Processing of Free-Text Radiology Reports to Identify Type 1 Modic Endplate Changes

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Oncogene BMIRDS . 11/20/17 Oncogene BMIRDS . 11/20/17

Secretion-Mediated STAT3 Activation Promotes Self-Renewal of Glioma Stem-Like Cells During Hypoxia

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International Conference on Communication in Healthcare & Health Literacy Annual Research Conference (ICCH & HARC) BMIRDS . 10/8/17 International Conference on Communication in Healthcare & Health Literacy Annual Research Conference (ICCH & HARC) BMIRDS . 10/8/17

Open Recordings: A Case Study of U.S. Clinics That Routinely Offer Patients Recordings of Office Visits

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American Medical Informatics Association (AMIA) Joint Summits on Translational Science BMIRDS . 7/26/17 American Medical Informatics Association (AMIA) Joint Summits on Translational Science BMIRDS . 7/26/17

Developing a Smoker’s Registry through NLP-based Smoking History Ascertainment: The Tobacco User Registry and Network (TURN)

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Journal of Pathology Informatics BMIRDS . 7/25/17 Journal of Pathology Informatics BMIRDS . 7/25/17

Deep Learning for Classification of Colorectal Polyps on Whole-Slide Images

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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops BMIRDS . 7/21/17 Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops BMIRDS . 7/21/17

Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps

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JMIR Research Protocols BMIRDS . 6/7/17 JMIR Research Protocols BMIRDS . 6/7/17

Sharing Annotated Audio Recordings of Clinic Visits With Patients-Development of the Open Recording Automated Logging System (ORALS): Study Protocol

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American Journal of Roentgenology BMIRDS . 4/1/17 American Journal of Roentgenology BMIRDS . 4/1/17

Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield

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The United States and Canadian Academy of Pathology Annual Meeting (USCAP) BMIRDS . 3/4/17 The United States and Canadian Academy of Pathology Annual Meeting (USCAP) BMIRDS . 3/4/17

Histological Characterization of Colorectal Polyps Using Deep Learning

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American Society of Preventive Oncology Annual Meeting (ASPO) BMIRDS . 3/1/17 American Society of Preventive Oncology Annual Meeting (ASPO) BMIRDS . 3/1/17

Identifying Patient Smoking History for Cessation and Lung Cancer Screening through Mining Electronic Health Records

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Journal of Digital Imaging BMIRDS . 1/3/17 Journal of Digital Imaging BMIRDS . 1/3/17

Characterization of Change and Significance for Clinical Findings in Radiology Reports through Natural Language Processing

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Artificial Intelligence in Medicine BMIRDS . 2/26/16 Artificial Intelligence in Medicine BMIRDS . 2/26/16

Information Extraction from Multi-Institutional Radiology Reports

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Academic Radiology BMIRDS . 1/1/16 Academic Radiology BMIRDS . 1/1/16

Predicting High Imaging Utilization Based On Initial Radiology Reports: A Feasibility Study of Machine Learning

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Journal of Digital Imaging BMIRDS . 1/1/16 Journal of Digital Imaging BMIRDS . 1/1/16

Unsupervised Topic Modeling in a Large Free Text Radiology Report Repository

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