Browse by research highlights: Precision Cancer Care Histology Image Analysis Real-World Healthcare Application Foundational AI Research Medical Education Online BMIRDS . 2/13/24 Medical Education Online BMIRDS . 2/13/24 Preparing Healthcare Leaders of the Digital Age with an Integrative Artificial Intelligence Curriculum: a Pilot Study Read More The British Journal of Radiology BMIRDS . 2/1/24 The British Journal of Radiology BMIRDS . 2/1/24 Response to Commentary on “Automated Classification of Fat-infiltrated Axillary Lymph Nodes on Screening Mammograms” Read More EMNLP 2023 Findings Naofumi Tomita 12/6/23 EMNLP 2023 Findings Naofumi Tomita 12/6/23 Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models Read More The American Journal of Pathology Naofumi Tomita 11/27/23 The American Journal of Pathology Naofumi Tomita 11/27/23 Non-Metastatic Axillary Lymph Nodes Have Distinct Morphology and Immunophenotype in Obese Breast Cancer patients at Risk for Metastasis Read More International Conference on Computer Vision (ICCV) Naofumi Tomita 10/2/23 International Conference on Computer Vision (ICCV) Naofumi Tomita 10/2/23 Improving Representation Learning for Histopathologic Images with Cluster Constraints Read More The British Journal of Radiology Naofumi Tomita 9/26/23 The British Journal of Radiology Naofumi Tomita 9/26/23 Automated Classification Of Fat-infiltrated Axillary Lymph Nodes On Screening Mammograms Read More Association for Computational Linguistics (ACL) Naofumi Tomita 7/9/23 Association for Computational Linguistics (ACL) Naofumi Tomita 7/9/23 Improving Syntactic Probing Correctness and Robustness with Control Tasks Read More Journal of Pathology Informatics BMIRDS . 7/4/23 Journal of Pathology Informatics BMIRDS . 7/4/23 HistoPerm: A Permutation-based View Generation Approach for Improving Histopathologic Feature Representation Learning Read More Journal of Medical Internet Research Naofumi Tomita 6/13/23 Journal of Medical Internet Research Naofumi Tomita 6/13/23 Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder Read More Computers in Biology and Medicine BMIRDS . 4/5/23 Computers in Biology and Medicine BMIRDS . 4/5/23 MHAttnSurv: Multi-head attention for survival prediction using whole-slide pathology images Read More The American Journal of Pathology BMIRDS . 2/23/23 The American Journal of Pathology BMIRDS . 2/23/23 Detection of Colorectal Adenocarcinoma and Grading Dysplasia on Histopathologic Slides Using Deep Learning Read More Archives of Pathology & Laboratory Medicine BMIRDS . 1/20/23 Archives of Pathology & Laboratory Medicine BMIRDS . 1/20/23 Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer Read More Journal of Medical Internet Research BMIRDS . 1/10/23 Journal of Medical Internet Research BMIRDS . 1/10/23 Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder Read More Frontiers in Medical Technology BMIRDS . 1/1/23 Frontiers in Medical Technology BMIRDS . 1/1/23 AI-RADS: Successes and Challenges of a Novel Artificial Intelligence Curriculum for Radiologists across Different Delivery Formats Read More International Conference on Pattern Recognition (ICPR) BMIRDS . 11/29/22 International Conference on Pattern Recognition (ICPR) BMIRDS . 11/29/22 Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning Read More Journal of Pathology Informatics BMIRDS . 8/28/22 Journal of Pathology Informatics BMIRDS . 8/28/22 Bladder Cancer Prognosis Using Deep Neural Networks and Histopathology Images Read More Methods in Cell Biology BMIRDS . 8/8/22 Methods in Cell Biology BMIRDS . 8/8/22 Quantifying Epithelial-Mesenchymal Heterogeneity and EMT Scoring in Tumor Samples via Tyramide Signal Amplification (TSA) Read More Science Advances Naofumi Tomita 8/3/22 Science Advances Naofumi Tomita 8/3/22 Phenotypic Heterogeneity Driven by Plasticity of the Intermediate EMT State Governs Disease Progression and Metastasis in Breast Cancer Read More Translational Oncology Naofumi Tomita 7/28/22 Translational Oncology Naofumi Tomita 7/28/22 Predicting Oncogene Mutations of Lung Cancer Using Deep Learning and Histopathologic Features on Whole-Slide Images Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 7/9/22 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 7/9/22 Calibrating Histopathology Image Classifiers using Label Smoothing Read More Older Posts
Medical Education Online BMIRDS . 2/13/24 Medical Education Online BMIRDS . 2/13/24 Preparing Healthcare Leaders of the Digital Age with an Integrative Artificial Intelligence Curriculum: a Pilot Study Read More
The British Journal of Radiology BMIRDS . 2/1/24 The British Journal of Radiology BMIRDS . 2/1/24 Response to Commentary on “Automated Classification of Fat-infiltrated Axillary Lymph Nodes on Screening Mammograms” Read More
EMNLP 2023 Findings Naofumi Tomita 12/6/23 EMNLP 2023 Findings Naofumi Tomita 12/6/23 Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models Read More
The American Journal of Pathology Naofumi Tomita 11/27/23 The American Journal of Pathology Naofumi Tomita 11/27/23 Non-Metastatic Axillary Lymph Nodes Have Distinct Morphology and Immunophenotype in Obese Breast Cancer patients at Risk for Metastasis Read More
International Conference on Computer Vision (ICCV) Naofumi Tomita 10/2/23 International Conference on Computer Vision (ICCV) Naofumi Tomita 10/2/23 Improving Representation Learning for Histopathologic Images with Cluster Constraints Read More
The British Journal of Radiology Naofumi Tomita 9/26/23 The British Journal of Radiology Naofumi Tomita 9/26/23 Automated Classification Of Fat-infiltrated Axillary Lymph Nodes On Screening Mammograms Read More
Association for Computational Linguistics (ACL) Naofumi Tomita 7/9/23 Association for Computational Linguistics (ACL) Naofumi Tomita 7/9/23 Improving Syntactic Probing Correctness and Robustness with Control Tasks Read More
Journal of Pathology Informatics BMIRDS . 7/4/23 Journal of Pathology Informatics BMIRDS . 7/4/23 HistoPerm: A Permutation-based View Generation Approach for Improving Histopathologic Feature Representation Learning Read More
Journal of Medical Internet Research Naofumi Tomita 6/13/23 Journal of Medical Internet Research Naofumi Tomita 6/13/23 Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder Read More
Computers in Biology and Medicine BMIRDS . 4/5/23 Computers in Biology and Medicine BMIRDS . 4/5/23 MHAttnSurv: Multi-head attention for survival prediction using whole-slide pathology images Read More
The American Journal of Pathology BMIRDS . 2/23/23 The American Journal of Pathology BMIRDS . 2/23/23 Detection of Colorectal Adenocarcinoma and Grading Dysplasia on Histopathologic Slides Using Deep Learning Read More
Archives of Pathology & Laboratory Medicine BMIRDS . 1/20/23 Archives of Pathology & Laboratory Medicine BMIRDS . 1/20/23 Graph Convolutional Neural Networks for Histologic Classification of Pancreatic Cancer Read More
Journal of Medical Internet Research BMIRDS . 1/10/23 Journal of Medical Internet Research BMIRDS . 1/10/23 Patient Engagement in a Multimodal Digital Phenotyping Study of Opioid Use Disorder Read More
Frontiers in Medical Technology BMIRDS . 1/1/23 Frontiers in Medical Technology BMIRDS . 1/1/23 AI-RADS: Successes and Challenges of a Novel Artificial Intelligence Curriculum for Radiologists across Different Delivery Formats Read More
International Conference on Pattern Recognition (ICPR) BMIRDS . 11/29/22 International Conference on Pattern Recognition (ICPR) BMIRDS . 11/29/22 Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning Read More
Journal of Pathology Informatics BMIRDS . 8/28/22 Journal of Pathology Informatics BMIRDS . 8/28/22 Bladder Cancer Prognosis Using Deep Neural Networks and Histopathology Images Read More
Methods in Cell Biology BMIRDS . 8/8/22 Methods in Cell Biology BMIRDS . 8/8/22 Quantifying Epithelial-Mesenchymal Heterogeneity and EMT Scoring in Tumor Samples via Tyramide Signal Amplification (TSA) Read More
Science Advances Naofumi Tomita 8/3/22 Science Advances Naofumi Tomita 8/3/22 Phenotypic Heterogeneity Driven by Plasticity of the Intermediate EMT State Governs Disease Progression and Metastasis in Breast Cancer Read More
Translational Oncology Naofumi Tomita 7/28/22 Translational Oncology Naofumi Tomita 7/28/22 Predicting Oncogene Mutations of Lung Cancer Using Deep Learning and Histopathologic Features on Whole-Slide Images Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 7/9/22 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 7/9/22 Calibrating Histopathology Image Classifiers using Label Smoothing Read More