Bangwei Guo

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
LUCID-SAE: Learning Unified Vision-Language Sparse Codes for Interpretable Concept Discovery.
CoRR
Difei Gu, Yunhe Gao, Gerasimos Chatzoudis, Zihan Dong, Guoning Zhang, Bangwei Guo, Yang Zhou, Mu Zhou, Dimitris N. Metaxas
2025 — conf
Analysis of Cardiac Dynamic Global Function.
FIMH (2)
Leon Axel, Mikael Kanski, Amit Jhaveri, Meng Ye, Bangwei Guo, Xiaoxiao He, Dimitris N. Metaxas
2025 J jnl
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model.
CoRR
Bangwei Guo, Yunhe Gao, Meng Ye, Difei Gu, Yang Zhou, Leon Axel, Dimitris N. Metaxas
2025 J jnl
M^3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark.
CoRR
Yang Zhou, Mingyu Zhao, Zhenting Wang, Difei Gu, Bangwei Guo, Ruosong Ye, Ligong Han, Can Jin, Dimitris N. Metaxas
2025 — conf
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation.
IPMI (1)
Bangwei Guo, Meng Ye, Yunhe Gao, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2024 J jnl
Learning Volumetric Neural Deformable Models to Recover 3D Regional Heart Wall Motion from Multi-Planar Tagged MRI.
CoRR
Meng Ye, Bingyu Xin, Bangwei Guo, Leon Axel, Dimitris N. Metaxas
2024 J jnl
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI Segmentation.
CoRR
Bangwei Guo, Meng Ye, Yunhe Gao, Bingyu Xin, Leon Axel, Dimitris N. Metaxas
2023 J jnl
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.
Comput. Medical Imaging Graph.
Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
2023 J jnl
DPSeq: A Novel and Efficient Digital Pathology Classifier for Predicting Cancer Biomarkers using Sequencer Architecture.
CoRR
Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
2023 J jnl
Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines.
CoRR
Min Cen, Xingyu Li, Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu
2022 J jnl
A robust and lightweight deep attention multiple instance learning algorithm for predicting genetic alterations.
CoRR
Bangwei Guo, Xingyu Li, Miaomiao Yang, Hong Zhang, Xu Steven Xu
2022 J jnl
Predicting microsatellite instability and key biomarkers in colorectal cancer from H&E-stained images: Achieving SOTA with Less Data using Swin Transformer.
CoRR
Bangwei Guo, Jitendra Jonnagaddala, Hong Zhang, Xu Steven Xu