Tao Tan 0002 - researchr alias

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Viewing Publication 1 - 51 from 51

2026

Anatomy-Aware MR-Imaging-Only RadiotherapyHao Yang 0026, Yue Sun 0001, Hui Xie, Lina Zhao, Chi Kin Lam, Qiang Zhao 0005, Xiangyu Xiong, Kunyan Cai, Behdad Dashtbozorg, Chenggang Yan 0001, Tao Tan 0002. TIP, 35:1680-1695, 2026. [doi]

Incorporating global-local tissue changes to predict future breast cancer from longitudinal screening mammogramsXin Wang 0121, Tao Tan 0002, Yuan Gao, Eric Marcus, Hong-Yu Zhou, Chunyao Lu, Luyi Han, Antonio Portaluri, Ruisheng Su, Tianyu Zhang 0006, Xinglong Liang, Regina Beets-Tan, Katja Pinker-Domenig, Yue Sun 0001, Ritse Mann, Jonas Teuwen. mia, 110:103990, 2026. [doi]

Feature distribution learning based on variance transfer and center shift for long-tailed classificationChenxi Hong, Qiang Zhao 0005, Min He, Tao Tan 0002, Chenggang Yan 0001. ijon, 659:131805, 2026. [doi]

Synergistic perception: Fusing expert knowledge and foundation models for semi-supervised mammogram segmentationJiaju Huang, Xin Wang 0121, Xiangyu Xiong, Shaobin Chen, Yue Sun, Ka Hou Chan, Tong Tong 0001, Qinquan Gao, Yi Xu, Shuo Li 0001, Tao Tan 0002. bspc, 112:108633, 2026. [doi]

Anatomy-guided prompting with cross-modal self-alignment for whole-body PET-CT breast cancer segmentationJiaju Huang, Xiao Yang, Xinglong Liang, Shaobin Chen, Yue Sun 0001, Greta Sp Mok, Shuo Li 0001, Ying Wang, Tao Tan 0002. mia, 110:103956, 2026. [doi]

HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive DependenceYanfeng Li, Tao Tan 0002, Qinquan Gao, Zhiwen Cao, Xiaohong Liu 0001, Yue Sun 0001. AAAI 2026: 6566-6574 [doi]

Adaptive multi-teacher knowledge distillation framework with foundation models for medical image analysisDudu Liu, Yuan Gao, Ningyi Zhang, Xin Wang 0121, Tianyu Zhang 0006, Ming Fan, Yue Sun 0001, Shuo Li 0001, Tao Tan 0002. cmig, 130:102739, 2026. [doi]

Multi-Granularity Query Network With Adaptive Category Feature Embedding for Behavior RecognitionNuoer Long, Yonghao Dang, Kaiwen Yang, Chengpeng Xiong, Shaobin Chen, Tao Tan 0002, Wei Ke 0001, Chan-Tong Lam, Jianqin Yin, Peter H. N. de With, Yue Sun 0001. tmm, 28:878-890, 2026. [doi]

LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer RecurrenceChunyao Lu, Tianyu Zhang 0006, Xinglong Liang, Yuan Gao, Luyi Han, Xin Wang 0121, Nika Rasoolzadeh, Tao Tan 0002, Ritse Mann. AAAI 2026: 7530-7538 [doi]

UKAN+: Enhancing medical image segmentation via fusion attention with Kolmogorov-Arnold NetworksLele Tian, Xinglong Wu, Yapeng Wang 0001, Xiayu Xu, Tao Tan 0002, Xu Yang 0010, Zefeng Li, Mini Han Wang, Jucheng Song, Sio Kei Im, Zhantu Liang, Bailin Chen, Xuming Tong. bspc, 119:109789, 2026. [doi]

BDCNet: Feature-decoupling and cross-task collaboration network with biological priors for cell segmentation and classificationJinlin Yang, Xintao Pang, Chuan Lin 0003, Tao Tan 0002. eswa, 319:132123, 2026. [doi]

MOTDNet: Multi organ task decoupling network for cell segmentationJinlin Yang, Xintao Pang, Chuan Lin 0003, Tao Tan 0002. mia, 111:104045, 2026. [doi]

Hypergraph facilitated feature fusion of multi-prototype for BRAF mutation prediction of thyroid cancer using cytology slidesDacheng Yang, Chao Tang, Zhishun Liu, Jianfeng Guo, Tao Tan 0002, Yuxin Wu, Xuanjun Lu, Feng Yang, Han Luo, Zaiyi Liu, Cheng Lu 0001. inffus, 128:103963, 2026. [doi]

SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action RecognitionQilang Ye, Yu Zhou 0015, Lian He, Jie Zhang, Xuanming Guo, Jiayu Zhang, Mingkui Tan, Weicheng Xie 0001, Yue Sun 0001, Tao Tan 0002, Xiaochen Yuan, Ghada Khoriba, Zitong Yu. AAAI 2026: 17930-17938 [doi]

SGAFNet: Robust brain tumor segmentation via learnable sequence-guided adaptive fusion in available MRI acquisitionsZhuoneng Zhang, Luyi Han, Dengqiang Jia, Tianyu Zhang 0006, Zehui Lin, Ka Hou Chan, Jiaju Huang, Shaobin Chen, Xiangyu Xiong, Sio Kei Im, Tao Tan 0002, Yue Sun 0001. cmig, 128:102703, 2026. [doi]

Accelerating Hankel low-rank MR reconstruction with a patch-based Hankel schemeXinlin Zhang, Hengfa Lu, Yiman Huang, Tao Tan 0002, Xiaotong Zhang, Tong Tong 0001. bspc, 115:109426, 2026. [doi]

TF-LLM: Enhanced time series analysis with time-frequency large language modelsYuhang Zhang, Zitong Yu, Mingtong Dai, Yue Sun 0001, Tao Tan 0002. NN, 199:108687, 2026. [doi]

Parallel Multimodal Language Model: Enhanced Breast Nodule Diagnosis through Parallel Multimodal Representations and Large Language ModelsDashun Zheng, Patrick Cheong-Iao Pang, Ping He, Yue Sun 0001, Hongju Yan, Xiangyu Xiong, Ligang Cui, Tao Tan 0002, Lingyun Bao. aisy, 8(1), January 2026. [doi]

2025

MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory PredictionHao Yang 0026, Tao Tan 0002, Shuai Tan, Weiqin Yang 0003, Kunyan Cai, Calvin Chen, Yue Sun 0001. SMC 2025: 4423-4428 [doi]

Synergy-Guided Regional Supervision of Pseudo Labels for Semi-supervised Medical Image SegmentationTao Wang 0085, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao, Tao Tan 0002, Tong Tong 0001. miccai 2026: 530-540 [doi]

Region-Based Text-Consistent Augmentation for Multimodal Medical SegmentationKunyan Cai, Chenggang Yan 0001, Min He, Liangqiong Qu, Shuai Wang 0003, Tao Tan 0002. miccai 2026: 533-543 [doi]

SHIELDNet: Multi-Region Fusion and Denoising for Enhanced rPPG Signal Extraction in Healthcare MonitoringZhengxuan Chen, Jie Gao, Kaiwen Yang, Tao Tan 0002, Chan-Tong Lam, Yue Sun 0001. bibm 2025: 2074-2079 [doi]

SABPI-Net: A Novel Structure-Aware Network for Accurate and Domain-Invariant Retinopathy of Prematurity DiagnosisShaobin Chen, Xinyu Zhao, Huazhu Fu, Tao Tan 0002, Jiaju Huang, Xiangyu Xiong, Zhenquan Wu, Behdad Dashtbozorg, Baiying Lei, Guoming Zhang, Yue Sun. miccai 2026: 456-466 [doi]

ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound DiagnosisYaofei Duan, Yuhao Huang 0001, Xin Yang 0009, Luyi Han, Xinyu Xie, Zhiyuan Zhu, Ping He, Ka Hou Chan, Ligang Cui, Sio Kei Im, Dong Ni 0001, Tao Tan 0002. miccai 2026: 35-45 [doi]

Advancing Clinical Generalization in Remote Photoplethysmography via Age-Specific Physiological FeaturesJie Gao, Ieong Weng San, Xiangmin Luo, Zhengxuan Chen, Tao Tan 0002, Yue Sun 0001. bibm 2025: 3602-3607 [doi]

Multi-Modal Longitudinal Representation Learning for Predicting Neoadjuvant Therapy Response in Breast Cancer TreatmentYuan Gao, Tao Tan 0002, Xin Wang 0121, Regina Beets-Tan, Tianyu Zhang 0006, Luyi Han, Antonio Portaluri, Chunyao Lu, Xinglong Liang, Jonas Teuwen, Hong-Yu Zhou, Ritse Mann. titb, 29(12):9041-9050, December 2025. [doi]

2MAOT: Cross-modal Complementary Masked Autoencoder with Optimal Transport for Cancer Segmentation in PET-CT ImagesJiaju Huang, Shaobin Chen, Xinglong Liang, Xiao Yang, Zhuoneng Zhang, Yue Sun, Ying Wang, Tao Tan 0002. miccai 2026: 87-97 [doi]

Synthetizing SWI from 3T to 7T by generative diffusion network for deep medullary veins visualizationSui Li, Xingguang Deng, Qiwei Li, Zhiming Zhen, Luyi Han, Kang Chen, Chaoyang Zhou, Fengxi Chen, Peiyu Huang, Ruiting Zhang, Hao Chen 0037, Tianyu Zhang 0006, Wei Chen, Tao Tan 0002, Chen Liu. neuroimage, 320:121475, 2025. [doi]

Tree-Diffusion: Octree-Based Conditional Diffusion Model for Small Bowel Skeleton Generation with Geometric Direction ModelingZhichao Liang, Fan Li, Dengqiang Jia, Yaofei Duan, Xinyu Xie, Kaicong Sun, Zhiming Cui 0001, Tao Tan 0002, Dinggang Shen. bibm 2025: 2483-2488 [doi]

DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT SegmentationXinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang 0006, Xin Wang 0121, Yuan Gao, Chunyao Lu, Lishan Cai, Tao Tan 0002, Ritse Mann. miccai 2026: 163-172 [doi]

BioVFM-21M: Benchmarking and Scaling Self-supervised Vision Foundation Models for Biomedical Image AnalysisJiarun Liu, Hong-Yu Zhou, Weijian Huang, Hao Yang 0026, Dongning Song, Tao Tan 0002, Yong Liang, Shanshan Wang. miccai 2026: 23-33 [doi]

BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-scale Deformation FieldsNuoer Long, Kaiwen Yang, Xinyu Xie, Zitong Yu, Tao Tan 0002, Yue Sun. miccai 2026: 46-55 [doi]

Grad-MTSeg: Mitigating Multi-Task Gradient Conflicts via Hierarchical Gradient Optimization for NPC Radiotherapy DelineationJunqiang Ma, Luyi Han, Dengqiang Jia, Hui Xie, Tao Tan 0002, Henry H. Y. Tong, Anne W. M. Lee, Sung Inda Soong, Yue Sun 0001. bibm 2025: 3926-3929 [doi]

Training Set Diversity: A Key Factor in AI-Driven Breast Ultrasound ClassificationRebecca Mes, Mark Wijkhuizen, Lennard M. van Karnenbeek, Tao Tan 0002, Ritse Mann, Theo Ruers, Freija Geldof, Behdad Dashtbozorg. miccai 2026: 21-30 [doi]

BLENet: A Bio-Inspired Lightweight and Efficient Network for Left Ventricle Segmentation in EchocardiographyXintao Pang, Fengjuan Yao, YanMing Zhang, Yue Sun, Edmundo Patricio Lopes Lao, Chuan Lin 0003, Patrick Cheong-Iao Pang, Wei Wang 0181, Wei Li, Zhifan Gao, Tao Tan 0002. tcsv, 35(9):9218-9233, September 2025. [doi]

Spatiotemporal Uncertainty-Aware Mamba-Transformer Synergy: Breast Cancer Detection in ABUSXin Qian, Luoxi Zhu, Zhang Xiong 0001, Wei Ke 0001, Lingyun Bao, Tao Tan 0002. bibm 2025: 4026-4029 [doi]

TRRG: Towards Truthful Radiology Report Generation With Cross-Modal Disease Clue Enhanced Large Language ModelsYuhao Wang, Yue Sun, Tao Tan 0002, Chao Hao, Yawen Cui, Xinqi Su, Weicheng Xie 0001, LinLin Shen, Zitong Yu. miccai 2026: 647-657 [doi]

Tumor Segmentation with Heterogeneity Clustering in Non-Contrast Breast MRIXinyu Xie, Luyi Han, Yonghao Li, Yaofei Duan, Yue Sun, Muzhen He, Tao Tan 0002, Dinggang Shen. miccai 2026: 642-652 [doi]

FDF-VQVAE: A Frequency Disentanglement and Fusion Learning Framework for Multi-sequence MRI EnhancementXinghe Xie, Luyi Han, Yue Sun, Chi Kin Lam, Jian Zheng, Tong Tong 0001, Wei Ke 0001, Chan-Tong Lam, Tao Tan 0002. miccai 2026: 183-193 [doi]

VariMix: A variety-guided data mixing framework for explainable medical image classificationsXiangyu Xiong, Yue Sun, Xiaohong Liu 0001, Wei Ke 0001, Chan-Tong Lam, Qinquan Gao, Tong Tong 0001, Shuo Li 0001, Tao Tan 0002. cmpb, 271:109016, 2025. [doi]

UA-MAE: An Uncertainty-Aware Masked Autoencoder for Breast Lesion Segmentation in Ultrasound ImagesXiangyu Xiong, Yue Sun 0001, Jiaju Huang, Da Huang 0004, Shaobin Chen, Zhuoneng Zhang, Tao Tan 0002. bibm 2025: 4295-4298 [doi]

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality AssessmentSiyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong 0001, Xiaohong Liu 0001, Mingxiang Wu, Tao Tan 0002. miccai 2026: 339-349 [doi]

Self-Adaptive Illumination Enhancement for Neonatal Remote Physiological Measurement in NICUsKaiwen Yang, Nuoer Long, Kangyang Cao, Bingsheng Huang, Zhengxuan Chen, Yunchi Zeng, Tao Tan 0002, Caifeng Shan, Jingbo Jiang, Yue Sun 0001. tce, 71(4):10418-10429, November 2025. [doi]

3MOS: a multi-source, multi-resolution, and multi-scene optical-SAR dataset with insights for multi-modal image matchingYibin Ye, Xichao Teng, Hongrui Yang, Shuo Chen, Yuli Sun, Yijie Bian, Tao Tan 0002, Zhang Li, Qifeng Yu. visintelligence, 3(1), 2025. [doi]

UniMRISegNet: Universal 3D Network for Various Organs and Cancers Segmentation on Multi-Sequence MRIZhuoneng Zhang, Luyi Han, Tianyu Zhang 0006, Zehui Lin, Qinquan Gao, Tong Tong 0001, Yue Sun 0001, Tao Tan 0002. titb, 29(12):8988-9000, December 2025. [doi]

RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy DistillationNingyi Zhang, Yuan Gao, Xin Wang, Ka Hou Chan, Jian Wu 0033, Chan-Tong Lam, Shanshan Wang, Yue Sun, Sio Kei Im, Tao Tan 0002. miccai 2026: 498-508 [doi]

Vision-Language Semantic Guidance for Ejection Fraction Assessment in EchocardiographyDashun Zheng, Patrick Cheong-Iao Pang, Jiaxuan Li 0003, Wei Li, YanMing Zhang, Edmundo Patricio Lopes Lao, Yapeng Wang 0001, Zhifan Gao, Tao Tan 0002. bibm 2025: 4513-4516 [doi]

A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imagingXuanru Zhou, Jiarun Liu, Shoujun Yu, Hao Yang 0026, Cheng Li 0008, Tao Tan 0002, Shanshan Wang 0002. miccai 2026: 3-12 [doi]

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