Arief A. Suriawinata

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Histopathology Images

Age Related Macular Degeneration

Automated Classification

Top Venues

Artif. Intell. Medicine

Publications

Shuai Jiang, Arief A. Suriawinata, Saeed Hassanpour
MHAttnSurv: Multi-head attention for survival prediction using whole-slide pathology images. Comput. Biol. Medicine 158 (2023)
Shuai Jiang, Liesbeth Hondelink, Arief A. Suriawinata, Saeed Hassanpour
Masked Pre-Training of Transformers for Histology Image Analysis. CoRR (2023)
Shuai Jiang, Arief A. Suriawinata, Saeed Hassanpour
MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images. CoRR (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. 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)
Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe, Lorenzo Torresani, Saeed Hassanpour
Resolution-based distillation for efficient histology image classification. Artif. Intell. Medicine 119 (2021)
Joseph DiPalma, Arief A. Suriawinata, Laura J. Tafe, Lorenzo Torresani, Saeed Hassanpour
Resolution-Based Distillation for Efficient Histology Image Classification. 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)
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)
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)
Lia X. Harrington, Jason W. Wei, Arief A. Suriawinata, Todd A. MacKenzie, Saeed Hassanpour
Predicting colorectal polyp recurrence using time-to-event analysis of medical records. CoRR (2019)
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)
Jerry W. Wei, Arief A. Suriawinata, Louis J. Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images. ML4H@NeurIPS (2019)
Jerry W. Wei, Arief A. Suriawinata, Louis J. Vaickus, Bing Ren, Xiaoying Liu, Jason Wei, Saeed Hassanpour
Generative Image Translation for Data Augmentation in Colorectal Histopathology Images. CoRR (2019)
Jason W. Wei, Jerry W. Wei, Christopher R. Jackson, Bing Ren, Arief A. Suriawinata, Saeed Hassanpour
Automated detection of celiac disease on duodenal biopsy slides: a deep learning approach. CoRR (2019)
Lia Harrington, Arief A. Suriawinata, Todd A. MacKenzie, Saeed Hassanpour
Application of machine learning on colonoscopy screening records for predicting colorectal polyp recurrence. BIBM (2018)
Lia Harrington, Arief A. Suriawinata, Todd A. MacKenzie, John H. Higgins, Saeed Hassanpour
Natural Language Processing for Extracting Colorectal Polyp Information from Electronic Medical Records. AMIA (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)
Bruno Korbar, Andrea M. Olofson, Allen P. Miraflor, Katherine M. Nicka, Matthew A. Suriawinata, Lorenzo Torresani, Arief A. Suriawinata, Saeed Hassanpour
Deep-Learning for Classification of Colorectal Polyps on Whole-Slide Images. CoRR (2017)
Bruno Korbar, Andrea M. Olofson, Allen P. Miraflor, Catherine M. Nicka, Matthew A. Suriawinata, Lorenzo Torresani, Arief A. Suriawinata, Saeed Hassanpour
Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps. CVPR Workshops (2017)