Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology

BMIRDS . 1/6/25 BMIRDS . 1/6/25

Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology

Read More

Improving Representation Learning for Histopathologic Images with Cluster Constraints

Naofumi Tomita 10/2/23 Naofumi Tomita 10/2/23

Improving Representation Learning for Histopathologic Images with Cluster Constraints

Read More

HistoPerm: A Permutation-based View Generation Approach for Improving Histopathologic Feature Representation Learning

BMIRDS . 7/4/23 BMIRDS . 7/4/23

HistoPerm: A Permutation-based View Generation Approach for Improving Histopathologic Feature Representation Learning

Read More

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

BMIRDS . 1/10/23 BMIRDS . 1/10/23

Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder

Read More

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

Calibrating Histopathology Image Classifiers using Label Smoothing

Read More

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

Resolution-Based Distillation for Efficient Histology Image Classification

Read More

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

Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation

Read More

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

A Petri Dish for Histopathology Image Analysis

Read More

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

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

Read More

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

Difficulty Translation in Histopathology Images

Read More

BMIRDS . 12/1/19 BMIRDS . 12/1/19

Generative Image Translation for Data Augmentation in Colorectal Histopathology Images

Read More

BMIRDS . 3/8/19 BMIRDS . 3/8/19

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach

Read More

Web Analytics Made Easy - Statcounter