Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

A multi-model approach integrating whole-slide imaging and clinicopathologic features to predict breast cancer recurrence risk

BMIRDS . 10/20/24 BMIRDS . 10/20/24

A multi-model approach integrating whole-slide imaging and clinicopathologic features to predict breast cancer recurrence risk

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Deep Learning for Grading Endometrial Cancer

BMIRDS . 6/13/24 BMIRDS . 6/13/24

Deep Learning for Grading Endometrial Cancer

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Response to Commentary on “Automated Classification of Fat-infiltrated Axillary Lymph Nodes on Screening Mammograms”

BMIRDS . 2/1/24 BMIRDS . 2/1/24

Response to Commentary on “Automated Classification of Fat-infiltrated Axillary Lymph Nodes on Screening Mammograms”

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Non-Metastatic Axillary Lymph Nodes Have Distinct Morphology and Immunophenotype in Obese Breast Cancer patients at Risk for Metastasis

Naofumi Tomita 11/27/23 Naofumi Tomita 11/27/23

Non-Metastatic Axillary Lymph Nodes Have Distinct Morphology and Immunophenotype in Obese Breast Cancer patients at Risk for Metastasis

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Automated Classification Of Fat-infiltrated Axillary Lymph Nodes On Screening Mammograms

Naofumi Tomita 9/26/23 Naofumi Tomita 9/26/23

Automated Classification Of Fat-infiltrated Axillary Lymph Nodes On Screening Mammograms

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MHAttnSurv: Multi-head attention for survival prediction using whole-slide pathology images

BMIRDS . 4/5/23 BMIRDS . 4/5/23

MHAttnSurv: Multi-head attention for survival prediction using whole-slide pathology images

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Detection of Colorectal Adenocarcinoma and Grading Dysplasia on Histopathologic Slides Using Deep Learning

BMIRDS . 2/23/23 BMIRDS . 2/23/23

Detection of Colorectal Adenocarcinoma and Grading Dysplasia on Histopathologic Slides Using Deep Learning

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Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer

BMIRDS . 1/20/23 BMIRDS . 1/20/23

Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer

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

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

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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 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 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 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 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 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 3/13/20 Naofumi Tomita 3/13/20

Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks

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