Results 251 to 260 of about 17,286,028 (305)

A Dual‐Mode In Situ EV‐miRNA Profiling Platform for Machine‐Learning‐Assisted Gastric Cancer Liquid Biopsy

Advanced Science, EarlyView.
An in situ dual‐mode platform integrates fusogenic liposomes with localized autocatalytic DNA circuits for plasma‐derived extracellular vesicle microRNA analysis. Following membrane fusion, target miRNAs trigger feedback‐assisted LECHA amplification inside intact vesicles, generating fluorescence and electrochemical outputs. Machine learning integrates
Wenbin Li, Rui Fan, Kun Xie, Jiehua Zhong, Yitong Zhu, Tingting Ji, Yuanyuan Qin, Shijin Peng, Yu Zhang, Yuhang Guo, Tiange Zhang, Chunchen Liu, Bo Li, Lei Zheng, Ye Zhang, Xiaohui Yan   +15 more
wiley   +1 more source

Hybrid Harris hawks-optimized random forest model for detecting multi-element geochemical anomalies related to mineralization. [PDF]

Sci Rep
Sabbaghi H, Fathianpour N.
europepmc   +1 more source

MethyAnno: An Interpretable Automated Annotation Method Leveraging Multi‐Scale Information and Metric Learning Framework for scDNAm Data

Advanced Science, EarlyView.
MethyAnno enables robust and interpretable annotation of single‐cell DNA methylation data by integrating multi‐scale epigenetic information, bidirectional cross‐attention, and prototype‐based metric learning. The framework resolves rare and novel cell types across datasets while revealing cell‐type‐specific epigenetic signatures associated with disease
Yuhang Jia, Siyu Li, Songming Tang, Keju Gu, Shengquan Chen   +4 more
wiley   +1 more source

Predictors of return-to-work after thyroid cancer surgery based on random forest model: a cross-sectional study. [PDF]

BMC Surg
Tang X, Yi X, Mao H, Wang M, Chen R, Zhu A.   +5 more
europepmc   +1 more source

Multifunctional Nanovaccine‐Radiotherapy Synergy Drives Anti‐Tumor Immunity via Multi‐Cascade Cell Death for Pancreatic Cancer Therapy

Advanced Science, EarlyView.
Machine‐learning‐driven transcriptomic analysis identifies FSTL3 as a key tumor‐microenvironment regulator in desmoplastic pancreatic adenocarcinoma. A cRGD‐modified liposome co‐loading gemcitabine and siFSTL3 serves as an irradiation‐triggered in situ nanovaccine. It synergizes with radiotherapy to induce ferroptosis and immunogenic cell death through
Chengyi Huang, Yushu Han, Xiang Liu, Chuanhao Wang, Xiaofei Zhu, Di Chen, Yangyang Gong, Liang Chen, Wenjuan Chen, Zhenyuan Miao, Bufu Tang, Huojun Zhang   +11 more
wiley   +1 more source

A hybrid fuzzy logic-Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support. [PDF]

Front Artif Intell
Hudon A.
europepmc   +1 more source

Early prediction of preeclampsia from clinical, multi-omics and laboratory data using random forest model. [PDF]

BMC Pregnancy Childbirth
Zhao Q, Li J, Diao Z, Zhang X, Feng S, Hou G, Xu W, Zhao Z, Qiu Z, Yang W, Zhou S, Tian P, Zhang Q, Chen W, Li H, Xiao G, Qin J, Hu L, Li Z, Lin L, Wang S, Gao R, Huang W, Ruan X, Zhang S, Zhang J, Zhao L, Zhang R.   +27 more
europepmc   +1 more source

A hybrid approach for forecasting peak expiratory flow rate in asthma patients using combined linear regression and random forest model. [PDF]

PLoS One
Alkobaisi S, Bae WD, Safdar MF, Safdar MF, Abu Ali NA, Kim S, Park CS, Nowak RM.   +7 more
europepmc   +1 more source

Distributed denial of service (DDoS) classification based on random forest model with backward elimination algorithm and grid search algorithm. [PDF]

Sci Rep
Sawah MS, Elmannai H, El-Bary AA, Lotfy K, Sheta OE.   +4 more
europepmc   +1 more source

Stacked random forest model for colorectal cancer detection using complete blood counts. [PDF]

Digit Health
Luo J, Tan W, Chen S, Chen Y, Fu Y, Jing X, Kang L, Li Q, Ma Z, Sun T, Xiao P, Xue S, Wang X, Zhang H.   +13 more
europepmc   +1 more source