Naofumi Tomita

18 papers A 1B 2Journal 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images. CoRR Amit Das, Naofumi Tomita, Kyle J. Syme, Weijie Ma, Paige O'Connor, Kristin N. Corbett, Bing Ren, Xiaoying Liu, Saeed Hassanpour
2024	J	`jnl`	A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer. CoRR Jack McMahon, Naofumi Tomita, Elizabeth S. Tatishev, Adrienne A. Workman, Cristina R. Costales, Niaz Banaei, Isabella W. Martin, Saeed Hassanpour
2024	J	`jnl`	Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology. CoRR Amit Das, Tanmay Shukla, Naofumi Tomita, Ryland Richards, Laura Vidis, Bing Ren, Saeed Hassanpour
2021	B	`conf`	A Petri Dish for Histopathology Image Analysis. AIME 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
2021	J	`jnl`	A Petri Dish for Histopathology Image Analysis. CoRR 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
2021	A	`conf`	Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. WACV 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
2020	J	`jnl`	Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides. CoRR Mengdan Zhu, Bing Ren, Ryland Richards, Matthew A. Suriawinata, Naofumi Tomita, Saeed Hassanpour
2020	B	`conf`	Difficulty Translation in Histopathology Images. AIME Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour
2020	J	`jnl`	Difficulty Translation in Histopathology Images. CoRR Jerry W. Wei, Arief A. Suriawinata, Xiaoying Liu, Bing Ren, Mustafa Nasir-Moin, Naofumi Tomita, Jason Wei, Saeed Hassanpour
2020	J	`jnl`	Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification. CoRR 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
2020	J	`jnl`	Multi-Ontology Refined Embeddings (MORE): A Hybrid Multi-Ontology and Corpus-based Semantic Representation for Biomedical Concepts. CoRR Steven Jiang, Weiyi Wu, Naofumi Tomita, Craig H. Ganoe, Saeed Hassanpour
2020	J	`jnl`	Multi-Ontology Refined Embeddings (MORE): A hybrid multi-ontology and corpus-based semantic representation model for biomedical concepts. J. Biomed. Informatics Steven Jiang, Weiyi Wu, Naofumi Tomita, Craig H. Ganoe, Saeed Hassanpour
2019	J	`jnl`	Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network. CoRR Naofumi Tomita, Steven Jiang, Matthew E. Maeder, Saeed Hassanpour
2019	J	`jnl`	Breeze: Smartphone-based Acoustic Real-time Detection of Breathing Phases for a Gamified Biofeedback Breathing Training. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Chen-Hsuan Iris Shih, Naofumi Tomita, Yanick X. Lukic, Álvaro Hernández Reguera, Elgar Fleisch, Tobias Kowatsch
2019	J	`jnl`	Deep neural networks for automated classification of colorectal polyps on histopathology slides: A multi-institutional evaluation. CoRR 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
2019	J	`jnl`	Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks. CoRR Jason W. Wei, Laura J. Tafe, Yevgeniy A. Linnik, Louis J. Vaickus, Naofumi Tomita, Saeed Hassanpour
2018	J	`jnl`	Deep neural networks for automatic detection of osteoporotic vertebral fractures on CT scans. Comput. Biol. Medicine Naofumi Tomita, Yvonne Y. Cheung, Saeed Hassanpour
2018	J	`jnl`	Finding a Needle in the Haystack: Attention-Based Classification of High Resolution Microscopy Images. CoRR Naofumi Tomita, Behnaz Abdollahi, Jason Wei, Bing Ren, Arief A. Suriawinata, Saeed Hassanpour