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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IvRA: A Framework to Enhance Attention-Based Explanations for Language Models with Interpretability-Driven Training

BMIRDS . 9/21/24 BMIRDS . 9/21/24

IvRA: A Framework to Enhance Attention-Based Explanations for Language Models with Interpretability-Driven Training

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MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations

BMIRDS . 8/12/24 BMIRDS . 8/12/24

MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations

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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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Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models

BMIRDS . 6/1/24 BMIRDS . 6/1/24

Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models

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Masked pre-training of transformers for histology image analysis

BMIRDS . 5/31/24 BMIRDS . 5/31/24

Masked pre-training of transformers for histology image analysis

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Preparing Healthcare Leaders of the Digital Age with an Integrative Artificial Intelligence Curriculum: a Pilot Study

BMIRDS . 2/13/24 BMIRDS . 2/13/24

Preparing Healthcare Leaders of the Digital Age with an Integrative Artificial Intelligence Curriculum: a Pilot Study

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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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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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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

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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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AI-RADS: Successes and Challenges of a Novel Artificial Intelligence Curriculum for Radiologists across Different Delivery Formats

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

AI-RADS: Successes and Challenges of a Novel Artificial Intelligence Curriculum for Radiologists across Different Delivery Formats

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