Results 211 to 220 of about 124,822 (278)

GloPath: An Entity‐Centric Foundation Model for Glomerular Lesion Assessment and Clinicopathological Insights

Advanced Science, EarlyView.
An entity‐centric foundation model, GloPath, is introduced for comprehensive glomerular lesion assessment from routine renal biopsy images. Trained on over one million glomeruli, the framework enables robust lesion recognition, grading, and cross modality diag nosis, while uncovering large‐scale clinicopathological associations.
Qiming He, Jing Li, Tian Guan, Yifei Ma, Zimo Zhao, Yanxia Wang, Hongjing Chen, Yingming Xu, Shuang Ge, Yexing Zhang, Yizhi Wang, Xinrui Chen, Lianghui Zhu, Yiqing Liu, Qingxia Hou, Shuyan Zhao, Xiaoqin Wang, Lili Ma, Peizhen Hu, Qiang Huang, Zihan Wang, Zhiyuan Shen, Junru Cheng, Siqi Zeng, Jiurun Chen, Zhen Song, Chao He, Zhe Wang, Yonghong He   +28 more
wiley   +1 more source

MedShieldFL-a privacy-preserving hybrid federated learning framework for intelligent healthcare systems. [PDF]

Sci Rep
Murala DK, Krishna GS, Kiran TVS, Mohamud AK.   +3 more
europepmc   +1 more source

T Cell Exhaustion in Cancer Immunotherapy: Heterogeneity, Mechanisms, and Therapeutic Opportunities

Advanced Science, EarlyView.
T cell exhaustion limits immunotherapy efficacy. This article delineates its progression from stem‐like to terminally exhausted states, governed by persistent antigen, transcription factors, epigenetics, and metabolism. It maps the exhaustion landscape in the TME and proposes integrated reversal strategies, providing a translational roadmap to overcome
Yang Yu, Xiaoyu Yao, Qingyang Wang, Mengrui Yang, Runze Li, Jiangjiang Qin, Jing Zhuang, Changgang Sun   +7 more
wiley   +1 more source

A privacy preserving medical data management framework using blockchain enabled encrypted role based access control. [PDF]

Sci Rep
Taloba AI, Rayan A.
europepmc   +1 more source

Cellular automata based key distribution for lightweight hybrid image encryption with elliptic curve cryptography. [PDF]

Sci Rep
Yogi B, Khan AK, Roy S.
europepmc   +1 more source

Blockchain-based secure MEC model for VANETs using hybrid networks. [PDF]

Sci Rep
Goud GV, Arunachalam R, Shukla SK, Saranya K, Venugopal S, Palanisamy P.   +5 more
europepmc   +1 more source

A novel hybrid medical image encryption scheme based on memristive chaos and DNA-ARX-3DES with Real-Time implementation. [PDF]

Sci Rep
Suzgen EE, Sahin ME, Ulutas H.
europepmc   +1 more source

Blockchain-driven smart contract with key exchange protocol for secure device-to-device communication using verkle tree K-ary structures. [PDF]

Sci Rep
Simbu A, Nandakumar S, Saravanan K.
europepmc   +1 more source

A novel cryptographic framework and mathematical modeling for secure transmission of Parkinson's disease data using RSA and block-based secret sharing. [PDF]

Sci Rep
Sambandham T, Srivastava HM, Thangamani S, Yousif MA, Djaouti AM, Mohammed PO.   +5 more
europepmc   +1 more source