Naofumi Tomita

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 15

Top Topics

Histopathology Images

Automated Classification

Semantic Representation

Top Venues

Comput. Biol. Medicine

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. WACV (2021)
Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour
A Petri Dish for Histopathology Image Analysis. CoRR (2021)
Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour
A Petri Dish for Histopathology Image Analysis. AIME (2021)
Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Mustafa Nasir-Moin, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. CoRR (2020)
Mengdan Zhu, Bing Ren, Ryland Richards, Matthew A. Suriawinata, Naofumi Tomita, Saeed Hassanpour
Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides. CoRR (2020)
Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour
Difficulty Translation in Histopathology Images. CoRR (2020)
Steven Jiang, Weiyi Wu, Naofumi Tomita, Craig H. Ganoe, Saeed Hassanpour
Multi-Ontology Refined Embeddings (MORE): A hybrid multi-ontology and corpus-based semantic representation model for biomedical concepts. J. Biomed. Informatics 111 (2020)
Steven Jiang, Weiyi Wu, Naofumi Tomita, Craig H. Ganoe, Saeed Hassanpour
Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation for Biomedical Concepts. CoRR (2020)
Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour
Difficulty Translation in Histopathology Images. AIME (2020)
Jason W. Wei, Arief A. Suriawinata, Louis J. Vaickus, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Naofumi Tomita, Behnaz Abdollahi, Adam S. Kim, Dale C. Snover, John A. Baron, Elizabeth L. Barry, Saeed Hassanpour
Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation. CoRR (2019)
Naofumi Tomita, Steven Jiang, Matthew E. Maeder, Saeed Hassanpour
Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network. CoRR (2019)
Chen-Hsuan Iris Shih, Naofumi Tomita, Yanick X. Lukic, Álvaro Hernández Reguera, Elgar Fleisch, Tobias Kowatsch
Breeze: Smartphone-based Acoustic Real-time Detection of Breathing Phases for a Gamified Biofeedback Breathing Training. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Jason W. Wei, Laura J. Tafe, Yevgeniy A. Linnik, Louis J. Vaickus, Naofumi Tomita, Saeed Hassanpour
Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks. CoRR (2019)
Naofumi Tomita, Yvonne Y. Cheung, Saeed Hassanpour
Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans. Comput. Biol. Medicine 98 (2018)
Naofumi Tomita, Behnaz Abdollahi, Jason Wei, Bing Ren, Arief A. Suriawinata, Saeed Hassanpour
Finding a Needle in the Haystack: Attention-Based Classification of High Resolution Microscopy Images. CoRR (2018)