Browse by research highlights: Precision Cancer Care Histology Image Analysis Real-World Healthcare Application Foundational AI Research ICCV 2023 Naofumi Tomita 10/2/23 ICCV 2023 Naofumi Tomita 10/2/23 Improving Representation Learning for Histopathologic Images with Cluster Constraints 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 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 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 Artificial Intelligence in Medicine BMIRDS . 8/20/21 Artificial Intelligence in Medicine BMIRDS . 8/20/21 Resolution-Based Distillation for Efficient Histology Image Classification Read More Computers in Biology and Medicine Naofumi Tomita 7/8/21 Computers in Biology and Medicine Naofumi Tomita 7/8/21 Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 A Petri Dish for Histopathology Image Analysis Read More IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Read More International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 Difficulty Translation in Histopathology Images Read More Proceedings of Machine Learning Research BMIRDS . 12/1/19 Proceedings of Machine Learning Research BMIRDS . 12/1/19 Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Read More Journal of Pathology Informatics BMIRDS . 3/8/19 Journal of Pathology Informatics BMIRDS . 3/8/19 Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach Read More
ICCV 2023 Naofumi Tomita 10/2/23 ICCV 2023 Naofumi Tomita 10/2/23 Improving Representation Learning for Histopathologic Images with Cluster Constraints 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 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
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
Artificial Intelligence in Medicine BMIRDS . 8/20/21 Artificial Intelligence in Medicine BMIRDS . 8/20/21 Resolution-Based Distillation for Efficient Histology Image Classification Read More
Computers in Biology and Medicine Naofumi Tomita 7/8/21 Computers in Biology and Medicine Naofumi Tomita 7/8/21 Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 6/8/21 A Petri Dish for Histopathology Image Analysis Read More
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Naofumi Tomita 1/3/21 Learn Like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification Read More
International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 International Conference on Artificial Intelligence in Medicine (AIME) Naofumi Tomita 9/26/20 Difficulty Translation in Histopathology Images Read More
Proceedings of Machine Learning Research BMIRDS . 12/1/19 Proceedings of Machine Learning Research BMIRDS . 12/1/19 Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Read More
Journal of Pathology Informatics BMIRDS . 3/8/19 Journal of Pathology Informatics BMIRDS . 3/8/19 Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach Read More