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Naofumi Tomita
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 15
Top Topics
Histopathology Images
Neural Network
Automated Classification
Semantic Representation
Top Venues
CoRR
AIME
Comput. Biol. Medicine
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
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Publications
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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)