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Yanda Meng
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 27
Top Topics
Regularization Term
Weakly Supervised
Multiple Instance
Left Ventricle
Top Venues
CoRR
MICCAI (4)
IEEE Trans. Medical Imaging
CVPR
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Publications
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Mingyu Jin
,
Qinkai Yu
,
Chong Zhang
,
Dong Shu
,
Suiyuan Zhu
,
Mengnan Du
,
Yongfeng Zhang
,
Yanda Meng
Health-LLM: Personalized Retrieval-Augmented Disease Prediction Model.
CoRR
(2024)
Mingyu Jin
,
Qinkai Yu
,
Dong shu
,
Haiyan Zhao
,
Wenyue Hua
,
Yanda Meng
,
Yongfeng Zhang
,
Mengnan Du
The Impact of Reasoning Step Length on Large Language Models.
CoRR
(2024)
Hongrun Zhang
,
Liam Burrows
,
Yanda Meng
,
Declan Sculthorpe
,
Abhik Mukherjee
,
Sarah E. Coupland
,
Ke Chen
,
Yalin Zheng
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model.
CoRR
(2023)
Yanda Meng
,
Yuchen Zhang
,
Jianyang Xie
,
Jinming Duan
,
Yitian Zhao
,
Yalin Zheng
Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning.
PRCV (13)
(2023)
Yanda Meng
,
Hongrun Zhang
,
Yitian Zhao
,
Dongxu Gao
,
Barbra Hamill
,
Godhuli Patri
,
Tunde Peto
,
Savita Madhusudhan
,
Yalin Zheng
Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks.
IEEE Trans. Medical Imaging
42 (2) (2023)
Hongrun Zhang
,
Yanda Meng
,
Yitian Zhao
,
Xuesheng Qian
,
Yihong Qiao
,
Xiaoyun Yang
,
Yalin Zheng
3D Human Pose and Shape Reconstruction From Videos via Confidence-Aware Temporal Feature Aggregation.
IEEE Trans. Multim.
25 (2023)
Yanda Meng
,
Joshua Bridge
,
Yitian Zhao
,
Martha Joddrell
,
Yihong Qiao
,
Xiaoyun Yang
,
Xiaowei Huang
,
Yalin Zheng
Transportation Object Counting With Graph-Based Adaptive Auxiliary Learning.
IEEE Trans. Intell. Transp. Syst.
24 (3) (2023)
Yuchen Zhang
,
Yanda Meng
,
Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-focused nnU-Net.
CoRR
(2023)
Yanda Meng
,
Joshua Bridge
,
Cliff Addison
,
Manhui Wang
,
Cristin Merritt
,
Stu Franks
,
Maria Mackey
,
Steve Messenger
,
Renrong Sun
,
Thomas Fitzmaurice
,
Caroline McCann
,
Qiang Li
,
Yitian Zhao
,
Yalin Zheng
Bilateral adaptive graph convolutional network on CT based Covid-19 diagnosis with uncertainty-aware consensus-assisted multiple instance learning.
Medical Image Anal.
84 (2023)
Hongrun Zhang
,
Liam Burrows
,
Yanda Meng
,
Declan Sculthorpe
,
Abhik Mukherjee
,
Sarah E. Coupland
,
Ke Chen
,
Yalin Zheng
Weakly Supervised Segmentation with Point Annotations for Histopathology Images via Contrast-Based Variational Model.
CVPR
(2023)
Yanda Meng
,
Joshua Bridge
,
Meng Wei
,
Yitian Zhao
,
Yihong Qiao
,
Xiaoyun Yang
,
Xiaowei Huang
,
Yalin Zheng
Counting with Adaptive Auxiliary Learning.
CoRR
(2022)
Yanda Meng
,
Hongrun Zhang
,
Yitian Zhao
,
Xiaoyun Yang
,
Yihong Qiao
,
Ian J. C. MacCormick
,
Xiaowei Huang
,
Yalin Zheng
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.
IEEE Trans. Medical Imaging
41 (3) (2022)
Yanda Meng
,
Xu Chen
,
Dongxu Gao
,
Yitian Zhao
,
Xiaoyun Yang
,
Yihong Qiao
,
Xiaowei Huang
,
Yalin Zheng
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs.
CoRR
(2022)
Yuchen Zhang
,
Yanda Meng
,
Yalin Zheng
Automatically Segment the Left Atrium and Scars from LGE-MRIs Using a Boundary-Focused nnU-Net.
LAScarQS@MICCAI
(2022)
Hongrun Zhang
,
Yanda Meng
,
Yitian Zhao
,
Yihong Qiao
,
Xiaoyun Yang
,
Sarah E. Coupland
,
Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification.
CVPR
(2022)
Hongrun Zhang
,
Yanda Meng
,
Yitian Zhao
,
Yihong Qiao
,
Xiaoyun Yang
,
Sarah E. Coupland
,
Yalin Zheng
DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification.
CoRR
(2022)
Yanda Meng
,
Xu Chen
,
Hongrun Zhang
,
Yitian Zhao
,
Dongxu Gao
,
Barbra Hamill
,
Godhuli Patri
,
Tunde Peto
,
Savita Madhusudhan
,
Yalin Zheng
Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency.
MICCAI (4)
(2022)
Hongrun Zhang
,
Yanda Meng
,
Xuesheng Qian
,
Xiaoyun Yang
,
Sarah E. Coupland
,
Yalin Zheng
A regularization term for slide correlation reduction in whole slide image analysis with deep learning.
MIDL
(2021)
Yanda Meng
,
Hongrun Zhang
,
Dongxu Gao
,
Yitian Zhao
,
Xiaoyun Yang
,
Xuesheng Qian
,
Xiaowei Huang
,
Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation.
CoRR
(2021)
Yanda Meng
,
Hongrun Zhang
,
Yitian Zhao
,
Xiaoyun Yang
,
Xuesheng Qian
,
Xiaowei Huang
,
Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting.
ICCV
(2021)
Xu Chen
,
Yanda Meng
,
Yitian Zhao
,
Rachel Williams
,
Srinivasa R. Vallabhaneni
,
Yalin Zheng
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration.
MICCAI (4)
(2021)
Yanda Meng
,
Hongrun Zhang
,
Yitian Zhao
,
Xiaoyun Yang
,
Xuesheng Qian
,
Xiaowei Huang
,
Yalin Zheng
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting.
CoRR
(2021)
Yanda Meng
,
Hongrun Zhang
,
Dongxu Gao
,
Yitian Zhao
,
Xiaoyun Yang
,
Xuesheng Qian
,
Xiaowei Huang
,
Yalin Zheng
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation.
BMVC
(2021)
Kaizhong Deng
,
Yanda Meng
,
Dongxu Gao
,
Joshua Bridge
,
Yaochun Shen
,
Gregory Y. H. Lip
,
Yitian Zhao
,
Yalin Zheng
TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography.
ASMUS@MICCAI
(2021)
Joshua Bridge
,
Yanda Meng
,
Yitian Zhao
,
Yong Du
,
Mingfeng Zhao
,
Renrong Sun
,
Yalin Zheng
Introducing the GEV Activation Function for Highly Unbalanced Data to Develop COVID-19 Diagnostic Models.
IEEE J. Biomed. Health Informatics
24 (10) (2020)
Yanda Meng
,
Wei Meng
,
Dongxu Gao
,
Yitian Zhao
,
Xiaoyun Yang
,
Xiaowei Huang
,
Yalin Zheng
Regression of Instance Boundary by Aggregated CNN and GCN.
ECCV (8)
(2020)
Yanda Meng
,
Meng Wei
,
Dongxu Gao
,
Yitian Zhao
,
Xiaoyun Yang
,
Xiaowei Huang
,
Yalin Zheng
CNN-GCN Aggregation Enabled Boundary Regression for Biomedical Image Segmentation.
MICCAI (4)
(2020)