Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

Naofumi Tomita 7/8/21 Naofumi Tomita 7/8/21

Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation

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Naofumi Tomita 6/8/21 Naofumi Tomita 6/8/21

Sensitivity and Specificity Evaluation of Deep Learning Models for Detection of Pneumoperitoneum on Chest Radiographs

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Naofumi Tomita 6/8/21 Naofumi Tomita 6/8/21

A Petri Dish for Histopathology Image Analysis

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Naofumi Tomita 6/3/21 Naofumi Tomita 6/3/21

Fat-Enlarged Axillary Lymph Nodes are Associated with Node-Positive Breast Cancer in Obese Patients

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Naofumi Tomita 3/21/21 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

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Naofumi Tomita 3/13/21 Naofumi Tomita 3/13/21

Deep Neural Networks Can Facilitate Diagnosis and Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides

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Naofumi Tomita 1/3/21 Naofumi Tomita 1/3/21

Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification

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Naofumi Tomita 11/20/20 Naofumi Tomita 11/20/20

Artificial Intelligence-Based Image Classification Methods for Diagnosis of Skin Cancer: Challenges and Opportunities

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Naofumi Tomita 11/9/20 Naofumi Tomita 11/9/20

Detection of Pseudo-Pulseless Electrical Activity with Electrical Impedance Tomography

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Naofumi Tomita 11/9/20 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

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Naofumi Tomita 10/6/20 Naofumi Tomita 10/6/20

Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation Model for Biomedical Concepts

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Naofumi Tomita 9/26/20 Naofumi Tomita 9/26/20

Difficulty Translation in Histopathology Images

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Naofumi Tomita 9/16/20 Naofumi Tomita 9/16/20

Associations Between Substance Use and Instagram Participation to Inform Social Network-Based Screening Models: Multimodal Cross-Sectional Study

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Naofumi Tomita 6/5/20 Naofumi Tomita 6/5/20

Automatic Post-Stroke Lesion Segmentation on MR Images Using 3D Residual Convolutional Neural Network

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Naofumi Tomita 5/30/20 Naofumi Tomita 5/30/20

A Machine Learning Approach for Long-Term Prognosis of Bladder Cancer based on Clinical and Molecular Features

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Naofumi Tomita 5/30/20 Naofumi Tomita 5/30/20

Self-Supervised Contextual Language Representation of Radiology Reports to Improve the Identification of Communication Urgency

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Naofumi Tomita 5/30/20 Naofumi Tomita 5/30/20

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

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Naofumi Tomita 5/16/20 Naofumi Tomita 5/16/20

Data Augmentation in Training Deep Learning Models for Medical Image Analysis

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Naofumi Tomita 4/23/20 Naofumi Tomita 4/23/20

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

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Naofumi Tomita 3/24/20 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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