Browse by research highlights: Precision Cancer Care Histology Image Analysis Real-World Healthcare Application Foundational AI Research American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 Detection of Pseudo-Pulseless Electrical Activity with Electrical Impedance Tomography Read More American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 Deep Learning and Electrical Impedance Tomography in the Prediction of Interventions Needed to Resuscitate From Hypoxic Pseudo-Pulseless Electrical Activity Read More Journal of Biomedical Informatics Naofumi Tomita 10/6/20 Journal of Biomedical Informatics Naofumi Tomita 10/6/20 Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation Model for Biomedical Concepts Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 Difficulty Translation in Histopathology Images Read More Journal of Medical Internet Research Naofumi Tomita 9/16/20 Journal of Medical Internet Research Naofumi Tomita 9/16/20 Associations Between Substance Use and Instagram Participation to Inform Social Network-Based Screening Models: Multimodal Cross-Sectional Study Read More NeuroImage: Clinical Naofumi Tomita 6/5/20 NeuroImage: Clinical Naofumi Tomita 6/5/20 Automatic Post-Stroke Lesion Segmentation on MR Images Using 3D Residual Convolutional Neural Network Read More 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 A Machine Learning Approach for Long-Term Prognosis of Bladder Cancer based on Clinical and Molecular Features Read More 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 Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More 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 Read More Newer Posts Older Posts
American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 Detection of Pseudo-Pulseless Electrical Activity with Electrical Impedance Tomography Read More
American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 American Heart Association Scientific Sessions (AHA) Naofumi Tomita 11/9/20 Deep Learning and Electrical Impedance Tomography in the Prediction of Interventions Needed to Resuscitate From Hypoxic Pseudo-Pulseless Electrical Activity Read More
Journal of Biomedical Informatics Naofumi Tomita 10/6/20 Journal of Biomedical Informatics Naofumi Tomita 10/6/20 Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation Model for Biomedical Concepts Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 Difficulty Translation in Histopathology Images Read More
Journal of Medical Internet Research Naofumi Tomita 9/16/20 Journal of Medical Internet Research Naofumi Tomita 9/16/20 Associations Between Substance Use and Instagram Participation to Inform Social Network-Based Screening Models: Multimodal Cross-Sectional Study Read More
NeuroImage: Clinical Naofumi Tomita 6/5/20 NeuroImage: Clinical Naofumi Tomita 6/5/20 Automatic Post-Stroke Lesion Segmentation on MR Images Using 3D Residual Convolutional Neural Network Read More
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 A Machine Learning Approach for Long-Term Prognosis of Bladder Cancer based on Clinical and Molecular Features Read More
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 Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More
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 Read More