BO ZHOU

Recurrent giant neurofibroma of the posterior neck and upper back with failed primary grafting and salvage reconstruction: a case report

BO ZHOU, Бо Лю, Tianyao Lan

Background Giant or recurrent neurofibromas associated with neurofibromatosis type 1 (NF1) may mimic vascular tumors and create large reconstructive defects, particularly in mobile regions. We report a recurrent posterior neck and upper-back neurofibroma with failure of primary g…Read more

Radio Map Updating from Streaming Spectrum Measurements via Memory-Based Online Gaussian Processes

Yuanyuan Deng, Bo Zhou, Tian Chen, Shijian Gao, Jia Yan, Lantu Guo, et al.

Radio maps, which estimate spatial radio-frequency characteristics from spectrum measurements, are essential for applications such as spectrum management and network planning. With the continuous arrival of spectrum measurements, conventional batch processing methods for radio ma…Read more

Interpretable Machine Learning for Predicting Suboptimal 12-Month Growth Response to Recombinant Human Growth Hormone in Children with Idiopathic Short Stature: A Dual-Center External Validation Study

Chuanyu Yang, Yifeng Shao, Chengyang Jiang, Runmin Zhang, Jian Wang, Xinlin Chen, et al.

Background/Objectives: Individual responses to recombinant human growth hormone (rhGH) therapy in children with idiopathic short stature (ISS) vary substantially, limiting pretreatment decision-making. This study aimed to develop and externally validate an interpretable machine l…Read more

MMBench-Live: A Continuously Evolving Benchmark for Multimodal Models

Yuanzhi Liu, Shousheng Zhao, Bo Zhou, Kongming Liang, Zhanyu Ma

Evaluation benchmarks are essential for assessing vision-language models (VLMs), but most multimodal benchmarks are static, making them vulnerable to temporal staleness, data contamination, and costly maintenance. We present MMBench-Live, a continuously evolving multimodal benchm…Read more

Leveraging EMIT spectroscopy and machine learning to estimate soil texture and particle grain size in dust-producing regions

G. Okin, Bo Zhou, P. Brodrick, Francisco Ochoa, María Gonçalves Ageitos, Roger N. Clark, et al.