Browse by research highlights: Precision Cancer Care Histology Image Analysis Real-World Healthcare Application Foundational AI Research Journal of the American Medical Informatics Association (JAMIA) Naofumi Tomita 6/30/22 Journal of the American Medical Informatics Association (JAMIA) Naofumi Tomita 6/30/22 Enhancing Research Data Infrastructure to Address the Opioid Epidemic: The Opioid Overdose Network (02-Net) Read More American Society of Clinical Oncology Annual Meeting (ASCO) Naofumi Tomita 6/2/22 American Society of Clinical Oncology Annual Meeting (ASCO) Naofumi Tomita 6/2/22 Estimating Clear Cell Renal Cell Carcinoma Transcriptomic Signatures Using Machine Learning and Histopathology Images Read More Frontiers in Psychiatry Naofumi Tomita 4/29/22 Frontiers in Psychiatry Naofumi Tomita 4/29/22 The Feasibility and Utility of Harnessing Digital Health to Understand Clinical Trajectories in Medication Treatment for Opioid Use Disorder: D-TECT Study Design and Methodological Considerations Read More Obesity Science & Practice Naofumi Tomita 4/28/22 Obesity Science & Practice Naofumi Tomita 4/28/22 Association Between Fat-Infiltrated Axillary Lymph Nodes on Screening Mammography and Cardiometabolic Disease Read More American Association for Cancer Research Annual Meeting (AACR) Naofumi Tomita 2/15/22 American Association for Cancer Research Annual Meeting (AACR) Naofumi Tomita 2/15/22 Quantifying Epithelial-Mesenchymal Tumor Heterogeneity for Prediction of Patient Prognosis Based on EMT State Read More JAMA Network Open BMIRDS . 11/18/21 JAMA Network Open BMIRDS . 11/18/21 Evaluation of an Artificial Intelligence–Augmented Digital System for Histologic Classification of Colorectal Polyps Read More Academic Radiology Naofumi Tomita 11/15/21 Academic Radiology Naofumi Tomita 11/15/21 AI-RADS: An Artificial Intelligence Curriculum for Residents Read More Journal of Medical Internet Research Naofumi Tomita 10/22/21 Journal of Medical Internet Research Naofumi Tomita 10/22/21 An Audio Personal Health Library of Clinic Visit Recordings for Patients and Their Caregivers (HealthPAL): User-Centered Design Approach Read More Journal of Medical Internet Research Naofumi Tomita 9/15/21 Journal of Medical Internet Research Naofumi Tomita 9/15/21 Deep Learning for Identification of Alcohol-Related Content on Social Media (Reddit and Twitter): Exploratory Analysis of Alcohol-Related Outcomes Read More Artificial Intelligence in Medicine BMIRDS . 8/20/21 Artificial Intelligence in Medicine BMIRDS . 8/20/21 Resolution-Based Distillation for Efficient Histology Image Classification Read More Journal of the American Medical Informatics Association (JAMIA) Open Naofumi Tomita 8/19/21 Journal of the American Medical Informatics Association (JAMIA) Open Naofumi Tomita 8/19/21 Natural Language Processing for Automated Annotation of Medication Mentions in Primary Care Visit Conversations Read More Scientific Reports Naofumi Tomita 8/19/21 Scientific Reports Naofumi Tomita 8/19/21 Predicting Prognosis and IDH Mutation Status for Patients with Lower-Grade Gliomas Using Whole Slide Images Read More Computers in Biology and Medicine Naofumi Tomita 7/8/21 Computers in Biology and Medicine Naofumi Tomita 7/8/21 Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 A Petri Dish for Histopathology Image Analysis Read More Breast Cancer Research and Treatment Naofumi Tomita 6/3/21 Breast Cancer Research and Treatment Naofumi Tomita 6/3/21 Fat-Enlarged Axillary Lymph Nodes are Associated with Node-Positive Breast Cancer in Obese Patients Read More Scientific Reports Naofumi Tomita 3/21/21 Scientific Reports Naofumi Tomita 3/21/21 Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Read More The United States and Canadian Academy of Pathology Annual Meeting (USCAP) Naofumi Tomita 3/13/21 The United States and Canadian Academy of Pathology Annual Meeting (USCAP) Naofumi Tomita 3/13/21 Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Read More IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Read More Computers in Biology and Medicine Naofumi Tomita 11/20/20 Computers in Biology and Medicine Naofumi Tomita 11/20/20 Artificial Intelligence-Based Image Classification Methods for Diagnosis of Skin Cancer: Challenges and Opportunities Read More Newer Posts Older Posts
Journal of the American Medical Informatics Association (JAMIA) Naofumi Tomita 6/30/22 Journal of the American Medical Informatics Association (JAMIA) Naofumi Tomita 6/30/22 Enhancing Research Data Infrastructure to Address the Opioid Epidemic: The Opioid Overdose Network (02-Net) Read More
American Society of Clinical Oncology Annual Meeting (ASCO) Naofumi Tomita 6/2/22 American Society of Clinical Oncology Annual Meeting (ASCO) Naofumi Tomita 6/2/22 Estimating Clear Cell Renal Cell Carcinoma Transcriptomic Signatures Using Machine Learning and Histopathology Images Read More
Frontiers in Psychiatry Naofumi Tomita 4/29/22 Frontiers in Psychiatry Naofumi Tomita 4/29/22 The Feasibility and Utility of Harnessing Digital Health to Understand Clinical Trajectories in Medication Treatment for Opioid Use Disorder: D-TECT Study Design and Methodological Considerations Read More
Obesity Science & Practice Naofumi Tomita 4/28/22 Obesity Science & Practice Naofumi Tomita 4/28/22 Association Between Fat-Infiltrated Axillary Lymph Nodes on Screening Mammography and Cardiometabolic Disease Read More
American Association for Cancer Research Annual Meeting (AACR) Naofumi Tomita 2/15/22 American Association for Cancer Research Annual Meeting (AACR) Naofumi Tomita 2/15/22 Quantifying Epithelial-Mesenchymal Tumor Heterogeneity for Prediction of Patient Prognosis Based on EMT State Read More
JAMA Network Open BMIRDS . 11/18/21 JAMA Network Open BMIRDS . 11/18/21 Evaluation of an Artificial Intelligence–Augmented Digital System for Histologic Classification of Colorectal Polyps Read More
Academic Radiology Naofumi Tomita 11/15/21 Academic Radiology Naofumi Tomita 11/15/21 AI-RADS: An Artificial Intelligence Curriculum for Residents Read More
Journal of Medical Internet Research Naofumi Tomita 10/22/21 Journal of Medical Internet Research Naofumi Tomita 10/22/21 An Audio Personal Health Library of Clinic Visit Recordings for Patients and Their Caregivers (HealthPAL): User-Centered Design Approach Read More
Journal of Medical Internet Research Naofumi Tomita 9/15/21 Journal of Medical Internet Research Naofumi Tomita 9/15/21 Deep Learning for Identification of Alcohol-Related Content on Social Media (Reddit and Twitter): Exploratory Analysis of Alcohol-Related Outcomes Read More
Artificial Intelligence in Medicine BMIRDS . 8/20/21 Artificial Intelligence in Medicine BMIRDS . 8/20/21 Resolution-Based Distillation for Efficient Histology Image Classification Read More
Journal of the American Medical Informatics Association (JAMIA) Open Naofumi Tomita 8/19/21 Journal of the American Medical Informatics Association (JAMIA) Open Naofumi Tomita 8/19/21 Natural Language Processing for Automated Annotation of Medication Mentions in Primary Care Visit Conversations Read More
Scientific Reports Naofumi Tomita 8/19/21 Scientific Reports Naofumi Tomita 8/19/21 Predicting Prognosis and IDH Mutation Status for Patients with Lower-Grade Gliomas Using Whole Slide Images Read More
Computers in Biology and Medicine Naofumi Tomita 7/8/21 Computers in Biology and Medicine Naofumi Tomita 7/8/21 Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 A Petri Dish for Histopathology Image Analysis Read More
Breast Cancer Research and Treatment Naofumi Tomita 6/3/21 Breast Cancer Research and Treatment Naofumi Tomita 6/3/21 Fat-Enlarged Axillary Lymph Nodes are Associated with Node-Positive Breast Cancer in Obese Patients Read More
Scientific Reports Naofumi Tomita 3/21/21 Scientific Reports Naofumi Tomita 3/21/21 Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Read More
The United States and Canadian Academy of Pathology Annual Meeting (USCAP) Naofumi Tomita 3/13/21 The United States and Canadian Academy of Pathology Annual Meeting (USCAP) Naofumi Tomita 3/13/21 Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides Read More
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Read More
Computers in Biology and Medicine Naofumi Tomita 11/20/20 Computers in Biology and Medicine Naofumi Tomita 11/20/20 Artificial Intelligence-Based Image Classification Methods for Diagnosis of Skin Cancer: Challenges and Opportunities Read More