American Medical Informatics Association (AMIA) Summits on Translational Science Proceedings Naofumi Tomita 5/30/20 American Medical Informatics Association (AMIA) Summits on Translational Science Proceedings Naofumi Tomita 5/30/20

Predicting Colorectal Polyp Recurrence Using Time-to-Event Analysis of Medical Records

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Deep Learners and Deep Learner Descriptors for Medical Applications Naofumi Tomita 5/16/20 Deep Learners and Deep Learner Descriptors for Medical Applications Naofumi Tomita 5/16/20

Data Augmentation in Training Deep Learning Models for Medical Image Analysis

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JAMA Network Open Naofumi Tomita 4/23/20 JAMA Network Open Naofumi Tomita 4/23/20

Evaluation of a Deep Neural Network for Automated Classification of Colorectal Polyps on Histopathologic Slides

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Journal of Substance Abuse Treatment Naofumi Tomita 3/24/20 Journal of Substance Abuse Treatment Naofumi Tomita 3/24/20

The Application of Digital Health to the Assessment and Treatment of Substance Use Disorders: The Past, Current, and Future Role of the National Drug Abuse Treatment Clinical Trials Network

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Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies Naofumi Tomita 3/13/20 Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies Naofumi Tomita 3/13/20

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks

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Proceedings of Machine Learning Research BMIRDS . 12/1/19 Proceedings of Machine Learning Research BMIRDS . 12/1/19

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images

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JAMA Network Open BMIRDS . 11/6/19 JAMA Network Open BMIRDS . 11/6/19

Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides

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The 17th World Congress of Medical and Health Informatics (MedInfo) BMIRDS . 8/21/19 The 17th World Congress of Medical and Health Informatics (MedInfo) BMIRDS . 8/21/19

Understanding Urgency in Radiology Reporting: Identifying Associations between Clinical Findings in Radiology Reports and Their Prompt Communication to Referring Physicians

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BMC Medical Informatics and Decision Making BMIRDS . 7/25/19 BMC Medical Informatics and Decision Making BMIRDS . 7/25/19

Building a Tobacco User Registry by Extracting Multiple Smoking Behaviors from Clinical Notes

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BMC Medical Informatics and Decision Making BMIRDS . 7/25/19 BMC Medical Informatics and Decision Making BMIRDS . 7/25/19

Assessing Data Availability and Quality within an Electronic Health Record System Through External Validation Against an External Clinical Data Source

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Society for Imaging Informatics in Medicine Annual Meeting (SIIM) BMIRDS . 6/26/19 Society for Imaging Informatics in Medicine Annual Meeting (SIIM) BMIRDS . 6/26/19

Automatic Brain Lesion Segmentation on MRI Images Using a 3D Convolutional Neural Network

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Journal of Biomedical Informatics BMIRDS . 4/10/19 Journal of Biomedical Informatics BMIRDS . 4/10/19

Assisting Radiologists with Reporting Urgent Findings to Referring Physicians: A Machine Learning Approach to Identify Cases for Prompt Communication

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Collaborative Perspectives on Addiction (CAP) Conference BMIRDS . 4/4/19 Collaborative Perspectives on Addiction (CAP) Conference BMIRDS . 4/4/19

Online Network Support for Recovery and Drinking on Instagram: An Examination of Emerging Adults in Outpatient Treatment

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American Medical Informatics Association (AMIA) Summit on Informatics BMIRDS . 3/25/19 American Medical Informatics Association (AMIA) Summit on Informatics BMIRDS . 3/25/19

The Development of a Personal Audio Health Library (Audio Pahl) - Preliminary Usability Testing & Annotation Guide Development

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Journal of Pathology Informatics BMIRDS . 3/8/19 Journal of Pathology Informatics BMIRDS . 3/8/19

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach

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BMC Medical Imaging BMIRDS . 2/28/19 BMC Medical Imaging BMIRDS . 2/28/19

Automated Detection of Nonmelanoma Skin Cancer Using Digital Images: A Systematic Review

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Neuropsychopharmacology BMIRDS . 2/1/19 Neuropsychopharmacology BMIRDS . 2/1/19

Identifying Substance Use Risk Based on Deep Neural Networks and Instagram Social Media Data

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JCO Clinical Cancer Informatics BMIRDS . 12/18/18 JCO Clinical Cancer Informatics BMIRDS . 12/18/18

Prediction of Atypical Ductal Hyperplasia Upgrades Through a Machine Learning Approach to Reduce Unnecessary Surgical Excisions

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Journal of Medical Internet Research BMIRDS . 12/6/18 Journal of Medical Internet Research BMIRDS . 12/6/18

Exploring the Utility of Community-Generated Social Media Content for Detecting Depression: An Analytical Study on Instagram

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Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine BMIRDS . 12/3/18 Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine BMIRDS . 12/3/18

Application of Machine Learning on Colonoscopy Screening Records for Predicting Colorectal Polyp Recurrence

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