Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

BMIRDS . 11/18/21 BMIRDS . 11/18/21

Evaluation of an Artificial Intelligence–Augmented Digital System for Histologic Classification of Colorectal Polyps

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Naofumi Tomita 11/15/21 Naofumi Tomita 11/15/21

AI-RADS: An Artificial Intelligence Curriculum for Residents

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Naofumi Tomita 10/22/21 Naofumi Tomita 10/22/21

An Audio Personal Health Library of Clinic Visit Recordings for Patients and Their Caregivers (HealthPAL): User-Centered Design Approach

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Naofumi Tomita 9/15/21 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

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BMIRDS . 8/20/21 BMIRDS . 8/20/21

Resolution-Based Distillation for Efficient Histology Image Classification

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Naofumi Tomita 8/19/21 Naofumi Tomita 8/19/21

Natural Language Processing for Automated Annotation of Medication Mentions in Primary Care Visit Conversations

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Naofumi Tomita 8/19/21 Naofumi Tomita 8/19/21

Predicting Prognosis and IDH Mutation Status for Patients with Lower-Grade Gliomas Using Whole Slide Images

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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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