Browse by research highlights:

Precision Cancer Care

Histology Image Analysis

Real-World Healthcare Application

Foundational AI Research

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

Naofumi Tomita 12/6/23 Naofumi Tomita 12/6/23

Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models

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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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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

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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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Improving Syntactic Probing Correctness and Robustness with Control Tasks

Naofumi Tomita 7/9/23 Naofumi Tomita 7/9/23

Improving Syntactic Probing Correctness and Robustness with Control Tasks

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

Naofumi Tomita 6/13/23 Naofumi Tomita 6/13/23

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

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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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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

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