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Bangwei Guo
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 5
Top Topics
Multiple Instance
Maximum Margin
Unsupervised Learning
Natural Language Processing
Top Venues
CoRR
Comput. Medical Imaging Graph.
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Publications
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Min Cen
,
Xingyu Li
,
Bangwei Guo
,
Jitendra Jonnagaddala
,
Hong Zhang
,
Xu Steven Xu
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines.
CoRR
(2023)
Min Cen
,
Xingyu Li
,
Bangwei Guo
,
Jitendra Jonnagaddala
,
Hong Zhang
,
Xu Steven Xu
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture.
CoRR
(2023)
Bangwei Guo
,
Xingyu Li
,
Miaomiao Yang
,
Hong Zhang
,
Xu Steven Xu
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.
Comput. Medical Imaging Graph.
105 (2023)
Bangwei Guo
,
Xingyu Li
,
Miaomiao Yang
,
Hong Zhang
,
Xu Steven Xu
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.
CoRR
(2022)
Bangwei Guo
,
Jitendra Jonnagaddala
,
Hong Zhang
,
Xu Steven Xu
Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA with Less Data using Swin Transformer.
CoRR
(2022)