Nature Search

Towards generalizable AI in medicine via Generalist–Specialist Collaboration

GSCo is a Generalist–Specialist Collaboration that combines the generalizability of generalist foundation models with the domain-specific benefits of specialist models. GSCo remains efficient and scalable while excelling at diverse medical tasks.

Sunan He
Yuxiang Nie
Hao Chen
Research01 May 2026
Nature Biomedical Engineering

P: 1-15
Large-scale generative tumor synthesis in computed tomography images for improving tumor recognition

AIaided diagnosis is an exciting area of cancer research, however, large scale training is limited by the availability of imaging datasets. Here, the authors develop FreeTumor as a generative AI framework to develop realistic tumor images for clinical application.

Linshan Wu
Jiaxin Zhuang
Hao Chen
ResearchOpen Access11 Dec 2025
Nature Communications

Volume: 16, P: 1-16
Beam manipulation for terahertz communications

Terahertz wireless systems require reliable links across near- and far-field conditions. Mingxiang Li and colleagues review beam manipulation techniques, spanning theory, design, and experimental validation for practical communications.

Mingxiang Li
Josep M. Jornet
Chong Han
ReviewsOpen Access04 May 2026
Communications Engineering

Volume: 5, P: 1-18
A heterogeneous-structure facial mask for thermal and humidity regulation in cold environments

Maintaining facial warmth and humidity while ensuring adequate oxygen intake in cold environments is challenging for facial masks. Here, the authors design a MetaMask that recovers heat and moisture from exhaled air to warm inhaled air to 26.2 °C in a − 20 °C environment, while maintaining sufficient oxygen levels.

Jiawei Wu
Ning Zhou
Guangming Tao
ResearchOpen Access21 Nov 2025
Nature Communications

Volume: 16, P: 1-13
A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

Artificial intelligence-based studies for breast cancer magnetic resonance imaging (MRI) predominantly rely on single sequences and have limited validation. Here, the authors develop a mixture-of-modality-experts model (MOME) that integrates multiparametric breast cancer MRI information within a unified structure, which shows reliable performance in a large cohort.

Luyang Luo
Mingxiang Wu
Hao Chen
ResearchOpen Access17 Apr 2025
Nature Communications

Volume: 16, P: 1-14
Targeting symbionts by apolipoprotein L proteins modulates gut immunity

APOL9a/b proteins coat mouse intestinal bacteria with high specificity, and genetic abolition of ceramide-1-phosphate synthesis pathways in the symbiote Bacteroides thetaiotaomicron significantly decreases this binding of APOL9a/b to the bacterium.

Tao Yang
Xiaohu Hu
Youcun Qian
Research14 May 2025
Nature

Volume: 643, P: 210-218
Generation of functional oligopeptides that promote osteogenesis based on unsupervised deep learning of protein IDRs

Mingxiang Cai
Baichuan Xiao
Yao Sun
ResearchOpen Access01 Mar 2022
Bone Research

Volume: 10, P: 1-13
High-performance grating couplers on 220-nm thick silicon by inverse design for perfectly vertical coupling

Mingxiang Yang
Yunjie Yan
Mingshan Zhao
ResearchOpen Access23 Oct 2023
Scientific Reports

Volume: 13, P: 1-9
Estimating the ecological water levels of shallow lakes: a case study in Tangxun Lake, China

Wei Yang
Mingxiang Xu
Qiuliang Deng
ResearchOpen Access27 Mar 2020
Scientific Reports

Volume: 10, P: 1-10
Assessing Molecular Epidemiology of Carbapenem-resistant Klebsiella pneumoniae (CR-KP) with MLST and MALDI-TOF in Central China

Xiujuan Meng
Jun Yang
Anhua Wu
ResearchOpen Access19 Feb 2019
Scientific Reports

Volume: 9, P: 1-9
Surface mine personnel object video tracking method based on YOLOv5- Deepsort algorithm

Jie Jiang
Guoliang Xie
Mingxiang Guo
ResearchOpen Access17 May 2025
Scientific Reports

Volume: 15, P: 1-12
Cellular basis of enhanced humoral immunity to SARS-CoV-2 upon homologous or heterologous booster vaccination analyzed by single-cell immune profiling

Jingwen Ai
Jingxin Guo
Wenhong Zhang
ResearchOpen Access21 Oct 2022
Cell Discovery

Volume: 8, P: 1-15
Study on web pillar failure mechanism during auger mining and its associated risk assessment

Juyu Jiang
Jianxiong Sun
Lei Li
ResearchOpen Access04 May 2023
Scientific Reports

Volume: 13, P: 1-13
Fibroblast Activation Protein (FAP)⁺ cancer-associated fibroblasts induce macrophage M2-like polarization via the Fibronectin 1-Integrin α5β1 axis in breast cancer

Wuzhen Chen
Mengjie Jiang
Wenjie Xia
Research22 Apr 2025
Oncogene

Volume: 44, P: 2396-2412
Runoff Response to Soil Moisture and Micro-topographic Structure on the Plot Scale

Jiakai Liu
Bernard A. Engel
Mingxiang Zhang
ResearchOpen Access22 Feb 2019
Scientific Reports

Volume: 9, P: 1-13

Search

Towards generalizable AI in medicine via Generalist–Specialist Collaboration

Large-scale generative tumor synthesis in computed tomography images for improving tumor recognition

Beam manipulation for terahertz communications

A heterogeneous-structure facial mask for thermal and humidity regulation in cold environments

A large model for non-invasive and personalized management of breast cancer from multiparametric MRI

Targeting symbionts by apolipoprotein L proteins modulates gut immunity

Generation of functional oligopeptides that promote osteogenesis based on unsupervised deep learning of protein IDRs

High-performance grating couplers on 220-nm thick silicon by inverse design for perfectly vertical coupling

Estimating the ecological water levels of shallow lakes: a case study in Tangxun Lake, China

Assessing Molecular Epidemiology of Carbapenem-resistant Klebsiella pneumoniae (CR-KP) with MLST and MALDI-TOF in Central China

Surface mine personnel object video tracking method based on YOLOv5- Deepsort algorithm

Cellular basis of enhanced humoral immunity to SARS-CoV-2 upon homologous or heterologous booster vaccination analyzed by single-cell immune profiling

Study on web pillar failure mechanism during auger mining and its associated risk assessment

Fibroblast Activation Protein (FAP)⁺ cancer-associated fibroblasts induce macrophage M2-like polarization via the Fibronectin 1-Integrin α5β1 axis in breast cancer

Runoff Response to Soil Moisture and Micro-topographic Structure on the Plot Scale

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