Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Machine learning

Integrative analysis reveals shared biomarkers and pathways in osteoporosis and rheumatoid arthritis using machine learning and single-cell sequencing

Jin Zhao, Yixuan Chen, [ ... ], Hongbo Yang

Identification and validation of biomarkers associated with mitochondrial dynamics dysfunction in Parkinson’s disease based on GEO datasets

Dawei Gong, Guanyu Li, [ ... ], Yanyan Zhao

Differential and directional body coupling analysis in Parkinsonian gait

Arifa Zahir, Jaehong Yu, [ ... ], Hyundoo Jeong

Transformer-aided guard: A hybrid spatio-temporal framework for confidence-aware intrusion detection in cyber-physical systems

Abeer Aljohani

Development and internal validation of machine learning models for predicting prediabetes in China

Zhengxin Jiang, Wen Qian, [ ... ], Xiaoxing Wei

BanglaHateCorpus: A large-scale bangla benchmark for hate speech classification and a transformer-based deep learning method

Anika Tasnim Rodela, Mahbub E Sobhani, [ ... ], Dewan Md. Farid

Explainable computational framework for subtype classification and biomarker identification in head and neck squamous cell carcinoma using machine learning

Anagha Rajan, Christopher Leela Biji, Mangalam Goutam Sinha, Iyappan Ramalakshmi Oviya

Deep-learning side-channel analysis of embedded ML-KEM: Single-trace message recovery, cross-device generalization, and frequency-band leakage characterization

Chung-Wei Kuo, Yu-I Hung, Kai-Lun Lin

Rigorous nested cross-validation and external generalization-gap analysis of a machine-learning classifier for U-251 glioblastoma cytotoxicity

Yuki Uemichi, Shuhei Nakao, [ ... ], Tadashi Shimizu

Resource allocation under uncertainty and equity constraints in Parkinson’s disease care: An econometrically grounded machine learning framework

Shekoofeh Sadat Momahhed, Atefehsadat Haghighathoseini

Enhancing medical image segmentation with HCE-Net: A heterogeneous feature collaborative extraction network

Guoqing Zhu, Hongzhi Li, [ ... ], Jiaxi Wang

Multimodal computer vision and machine learning for predictive monitoring of planar-flow casting of amorphous steel foils

Ritaban Dutta, Michael Kellam, Daniel Liang

Weekly sales forecasting using time series decomposition with irregular seasonality: A case study of Sony TV sales in the United States

Arthur Matsuo Yamashita Rios de Sousa, Daisuke Ando, [ ... ], Misako Takayasu

Advertisement

Create a weekly email alert for: Machine learning

You can change these options by clicking profile then "Alerts and Notifications"