69 results found

Rongkun Gao, Yuqi Song, Hyung Jong Na, Hyungjoon Kim

Forecasting the consumer price index (CPI) is essential for inflation monitoring and policy design, yet existing studies often rely on limited economic variables and single-country settings. This stud...

Scientific Reports 2026-04-21 rs-9239246
Consumer Price Index (CPI) Forecasting Applied Hybrid Deep Learning Machine Learning and Sequential Models Multidimensional Determinants Predictive Analytics

Riya Albert, Joshua Thomas, Navid Sadeghi, Sangeetha Reddy, Glenda Delgado, Heather McArthur, Samira Syed, Deborah Farr, Nisha Unni

Introduction Triple-negative breast cancer (TNBC) is an aggressive subtype characterized by poor prognosis. Based on the KEYNOTE-522 trial, neoadjuvant pembrolizumab plus chemotherapy has become the s...

Breast Cancer Research and Treatment 2026-04-21 rs-9096569
tumor-infiltrating lymphocytes triple-negative breast cancer neoadjuvant therapy immunotherapy pathological complete response

Yannan Liu, Xiaolei Shi

Background & Aims: Posthepatectomy liver failure (PHLF) is a major cause of morbidity and mortality following liver resection. Accurate preoperative prediction of posthepatectomy liver failure (PHLF) ...

Abdominal Radiology 2026-04-21 rs-9333721
Hepatectomy Posthepatectomy liver failure Gadoxetic acid Magnetic resonance imaging Future liver remnant Meta-analysis

Jiayi Zhao, Yao Tong, Yunchao Huang, Chao Zhang, Hongjiang Zhang, Zhenghong Yang, Fang Li, Yang Luo, Dinglin Zhang

Background The incidence and mortality rates of lung cancer (LC) are extremely high and continue to rise. Early diagnosis combined with timely intervention can effectively reduce mortality in LC patie...

European Journal of Medical Research 2026-04-21 rs-9145489
Lung cancer machine learning stacking ensemble models hematological indicators.

Pitithat Puranachot, Thivaratana Sinthuwiwat, Priyavudh Herabutya, Kanthida Jangyubol, Bongkod Petcharat, Jutamas Yimnoon, Jitsopin Phadungsut, Chayanee Samdaengpan, Chumut Phanthunane

Background: Accurately predicting treatment outcomes in patients with advanced non-small cell lung cancer (NSCLC) remains a significant clinical challenge. While circulating tumor DNA (ctDNA) within p...

BMC Personalized Medicine 2026-04-21 rs-9258115
Liquid biopsy monitoring Cell-free DNA Non-small cell lung cancer Progression-free survival Copy-number alterations cfDNA fragmentation Low-coverage whole-genome sequencing

Minxin He, Haibin Zhou, Xiangyu Wang, Mingrui Li, Tie Chong

Purpose: Early diagnosis of tumor recurrence or metastasis is critical for prolonging survival in patients with tumor. Such diagnosis requires not only high accuracy and flexibility but also clinical ...

Research Square 2026-04-21 rs-9434036
renal cell carcinoma circulating tumor cells blood cell counts prognosis inflammation-related indicator

Tan Haosheng, Yu Dapeng, Jiao lianghe

Background Tumor epithelial barriers physically impede immune cell infiltration, causing immune exclusion and resistance to immune checkpoint inhibitors (ICIs). However, a simple, spatially quantifiab...

Research Square 2026-04-21 rs-9472940
epithelial barrier signature spatial transcriptomics immune exclusion immunotherapy outcome

Jeremy Slater, Gardar Thorvardsson

The transition from effortful to automatic processing is a defining feature of skill acquisition, and converging evidence implicates theta-gamma phase-amplitude coupling as the neural signature of thi...

Research Square 2026-04-21 rs-9465047
Equilibrium Propagation Landau-Ginzburg wave field holographic readout hierarchical predictive coding backpropagation-free learning theta-gamma phase-amplitude coupling Chrono-Resonant Field Model hierarchical automaticity predictive processing Kuramoto order parameter continuous wave field computing underdamped settling dynamics photonic neural networks neuromorphic computing TIMIT speech recognition

Jun Yu, Jie Huang, Qinghua Ma, Yanyu Chen, Xinyue Huang, Jian Chen

Background: Sarcopenia represents a highly prevalent and prognostically detrimental complication in patients with bone tumors. Its progressive and dynamic nature hinders early intervention and amplifi...

BMC Musculoskeletal Disorders 2026-04-21 rs-9305260
Bone Neoplasms Sarcopenia Risk Assessment Predictive Model Nomogram Prognosis

Maurice Wanyonyi, Dominic Kitavi, Faith Mueni, Zakayo Ndiku

Stroke remains a major global health burden and is a frequent and severe complication among patients with coronary heart disease (CHD). Early identification of individuals at high risk is essential fo...

Scientific Reports 2026-04-21 rs-8864270
Stroke risk prediction Coronary heart disease Machine learning Explainable artificial intelligence
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