Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning

BMIRDS . 11/29/22 BMIRDS . 11/29/22

Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning

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Bladder Cancer Prognosis Using Deep Neural Networks and Histopathology Images

BMIRDS . 8/28/22 BMIRDS . 8/28/22

Bladder Cancer Prognosis Using Deep Neural Networks and Histopathology Images

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BMIRDS . 8/8/22 BMIRDS . 8/8/22

Quantifying Epithelial-Mesenchymal Heterogeneity and EMT Scoring in Tumor Samples via Tyramide Signal Amplification (TSA)

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Phenotypic Heterogeneity Driven by Plasticity of the Intermediate EMT State Governs Disease Progression and Metastasis in Breast Cancer

Naofumi Tomita 8/3/22 Naofumi Tomita 8/3/22

Phenotypic Heterogeneity Driven by Plasticity of the Intermediate EMT State Governs Disease Progression and Metastasis in Breast Cancer

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Predicting Oncogene Mutations of Lung Cancer Using Deep Learning and Histopathologic Features on Whole-Slide Images

Naofumi Tomita 7/28/22 Naofumi Tomita 7/28/22

Predicting Oncogene Mutations of Lung Cancer Using Deep Learning and Histopathologic Features on Whole-Slide Images

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Naofumi Tomita 7/9/22 Naofumi Tomita 7/9/22

Calibrating Histopathology Image Classifiers using Label Smoothing

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Naofumi Tomita 6/30/22 Naofumi Tomita 6/30/22

Enhancing Research Data Infrastructure to Address the Opioid Epidemic: The Opioid Overdose Network (02-Net)

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Naofumi Tomita 6/2/22 Naofumi Tomita 6/2/22

Estimating Clear Cell Renal Cell Carcinoma Transcriptomic Signatures Using Machine Learning and Histopathology Images

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Naofumi Tomita 4/29/22 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

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Naofumi Tomita 4/28/22 Naofumi Tomita 4/28/22

Association Between Fat-Infiltrated Axillary Lymph Nodes on Screening Mammography and Cardiometabolic Disease

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Naofumi Tomita 2/15/22 Naofumi Tomita 2/15/22

Quantifying Epithelial-Mesenchymal Tumor Heterogeneity for Prediction of Patient Prognosis Based on EMT State

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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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