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Wei Lou · SciRah

Researcher profile · Semantic Scholar

Wei Lou

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Wei Lou — researcher profile on SciRah

h-index: 8
Works: 20
Citations: 415

Most-cited papers

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions
Jun Ma, Ronald Xie, Shamini Ayyadhury, Cheng Ge +36 more
2023Nature Methods164 citations Open access
Semantic Scholar
Diffusion-Based Data Augmentation for Nuclei Image Segmentation
Xinyi Yu, Guan-Bin Li, Wei Lou, Siqi Liu +3 more
2023International Conference on Medical Image Computing and Computer-Assisted Intervention68 citations Open access
Semantic Scholar
Which Pixel to Annotate: A Label-Efficient Nuclei Segmentation Framework
Wei Lou, Hao-Feng Li, Guan-Bin Li, Xiaoguang Han +1 more
2022IEEE Transactions on Medical Imaging48 citations Open access
Semantic Scholar
Extracting operation behaviors of cascade reservoirs using physics-guided long-short term memory networks
Ya-Lian Zheng, Pan Liu, Lei Cheng, Kang Xie +6 more
2022Journal of Hydrology: Regional Studies36 citations Open access
Semantic Scholar
Structure Embedded Nucleus Classification for Histopathology Images
Wei Lou, Xiang Wan, Guan-Bin Li, X. Lou +3 more
2023IEEE Transactions on Medical Imaging31 citations Open access
Semantic Scholar
Cell Graph Transformer for Nuclei Classification
Wei Lou, Guan-Bin Li, Xiang Wan, Hao-Feng Li
2024AAAI Conference on Artificial Intelligence20 citations
Semantic Scholar
Potato Bud Detection with Improved Faster R-CNN
Rui Xi, Jialin Hou, Wei Lou
202019 citations
Semantic Scholar
Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images
Wei Lou, Xinyi Yu, Chenyu Liu, Xiang Wan +3 more
2023Cell Segmentation Challenge @ NeurIPS16 citations
Semantic Scholar
Multi-modal Denoising Diffusion Pre-training for Whole-Slide Image Classification
Wei Lou, Guan-Bin Li, Xiang Wan, Hao-Feng Li
2024ACM Multimedia7 citations
Semantic Scholar
Key concept learning for medical vision language model with reasoning capabilities
Wei Lou, Yue Wu, Pu-Sheng Xu, Wei-Yi Zhang +4 more
2026npj Digital Medicine3 citations Open access
Semantic Scholar
Instance-Aware Multi-Task Learning for Nuclei Segmentation
Wei Lou, Hao-Feng Li, Guan-Bin Li, Xiaoying Lou +3 more
2025IEEE Transactions on Medical Imaging3 citations
Semantic Scholar
A multimodal instruction dataset and benchmark for ultrasound understanding
Shijie Wang, Ying-Nan Wu, Yi-Lun Zhang, Ze-Yu Lai +2 more
2026npj Digital Medicine1 citations Open access
Semantic Scholar
Design of Distribution Bench for Precision Measurement of Micro-Irrigation Sprinkler Irrigation Uniformity Coefficient
Wei Lou, Jia-Lin Hou
20131 citations Open access
Semantic Scholar
Automatic 3D TOF-MRA Intracranial Aneurysm Segmentation using SAM-Guided Multi-View Decoding Network.
Xiao-Rong Chen, Jiang-Feng Pan, Jia-Qi Xu, Yi Hu +7 more
2026Journal of Cardiovascular Magnetic Resonance0 citations Open access
Semantic Scholar
End-to-End Cell Detection via Instance-aware Graph Modeling
Ruo-Chen Liu, Ya-Lin Zheng, Jing-Xin Liu, Jian-Feng Zhang +4 more
20260 citations
Semantic Scholar
Development and Validation of a Pathomics Model for Prognosis Prediction in Neoadjuvant Therapy‐Treated Breast Cancer: A Retrospective, Multicenter Study
Yani Wei, Wei Lou, Zong-Bo Han, Fan Yang +11 more
2026MedComm0 citations Open access
Semantic Scholar
Benchmark evaluation of multi-modal large language models for ophthalmic diagnosis in real world
Shou-Jun Huang, Jun-Hong Chen, Jiaoman Wang, Ping Zhang +6 more
2026Frontiers in Medicine0 citations Open access
Semantic Scholar
Auditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting
Haifan Gong, Shiyu Chen, Bodong Wang, Yuqiao Wang +10 more
20260 citations
Semantic Scholar
Path2ST: Hierarchical Cell-Tissue Grounded Cross-Modal Translation for Spatial Transcriptomics
Ruo-Chen Liu, Wei Lou
20260 citations
Semantic Scholar
Selective Visual Program Reasoning in Whole-Slide Large Vision-Language Models
Wei Lou, Guan-Bin Li, Xiang Wan, Hao-Feng Li
2026IEEE International Symposium on Biomedical Imaging0 citations
Semantic Scholar

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