Dynamic Data Driven Application Systems Dddas | List of Frontiers open access articles

Original Research

Published on 15 May 2026

DeepTrackSecure: an integrated classification-detection system with predictive risk analytics for proactive railway safety management

in Machine Learning and Artificial Intelligence

P. Balakrishnan
A. Anny Leema
S. Suresh Nagarajan
K. S. Rashmika
J. Rahul Kumar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1800348

280 views

Original Research

Published on 15 May 2026

Federated learning with dynamic weighted aggregation for multi-crop disease detection: a hybrid CNN-transformer approach

in AI in Food, Agriculture and Water

Ragoor Shashank
R. M. Bhavadharini

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1751118

353 views

Original Research

Published on 15 May 2026

Real-world effectiveness and safety of 200 mg abrocitinib initiation in Chinese adults with moderate-to-severe atopic dermatitis: a retrospective study

in Autoimmune and Autoinflammatory Disorders: Autoinflammatory Disorders

Peilin Lu
Judan Zhong
Na Tan
Aijun Chen
Tao Cai
Jin Chen
Shuang Chen

Frontiers in Immunology

doi 10.3389/fimmu.2026.1789298

253 views

Original Research

Published on 15 May 2026

Sentiment analysis of kindergarteners’ science conversations in project-based classrooms

in STEM Education

Ren-Cheng Zhang
Hsin-Kai Wu
Ching-Ting Hsin
I-Chien Chen

Frontiers in Education

doi 10.3389/feduc.2026.1816231

300 views

Original Research

Published on 15 May 2026

Respiratory effects of off label anakinra in critically ill neonates: a 15-patient observational cohort study

in Neonatology

Domenico Umberto De Rose
Gaia Maria Cesaroni
Francesca Campi
Chiara Maddaloni
Sara Ronci
Stefano Caoci
Irma Capolupo
Andrea Dotta

Frontiers in Pediatrics

doi 10.3389/fped.2026.1806329

251 views

Case Report

Published on 15 May 2026

Case Report: Delayed complications of endovascular treatment of recurrent erosive hemorrhage in necrotizing pancreatitis

in Visceral Surgery

Mark Tokarev
Ivan Semenenko
Alina Zelenskaia
Baina Komiyukova
Viacheslav Shibitov

Frontiers in Surgery

doi 10.3389/fsurg.2026.1776415

493 views

Review

Published on 15 May 2026

TNNT3 as a candidate node in breast cancer mechanobiology: current evidence, mechanistic models, and key knowledge gaps

in Cell Adhesion and Migration

Liyun Wei
Lemuge Qi
Xiaoqian Yu
Aiping Shi
Zhu Zhu

Frontiers in Cell and Developmental Biology

doi 10.3389/fcell.2026.1836170

268 views

Original Research

Published on 15 May 2026

Clinical features and risk factors for outcomes of postoperative bacterial meningitis in pediatric neurosurgery: a retrospective study from 2013 to 2023

in Pediatric Infectious Diseases

Shuzhen Han
Qiaoxin Fang
Zhang Zhou
Xia Wu
Yingzi Ye
Lijing Ye
Jun Xu
Hui Yu

Frontiers in Pediatrics

doi 10.3389/fped.2026.1749579

265 views

Original Research

Published on 15 May 2026

Development and application of an evidence-based three-dimensional, four-phase discharge preparation plan for type 2 diabetes patients

in Public Health Education and Promotion

Huang Chen
Xin Lu
Ting Shu
Meng Liang
Mingshan Li
Hongzhen Xie

Frontiers in Public Health

doi 10.3389/fpubh.2026.1809536

220 views

Case Report

Published on 15 May 2026

Tension pneumoperitoneum combined with CO2 gas embolism during peroral endoscopic myotomy: a case report and review of literature

in Intensive Care Medicine and Anesthesiology

Shui Yu
Xiaofeng Hu
Jingyan Xu
Qin Wang
Jingxiong Zhang
Kai Sun
Xiaoxia Zhou

Frontiers in Medicine

doi 10.3389/fmed.2026.1817498

124 views

Original Research

Published on 15 May 2026

An analysis of factors influencing the professional motivation of university lecturers in Vietnam: evidence from a mixed-methods approach

in Higher Education

Tan Dat Truong
Quoc Giang Tran

Frontiers in Education

doi 10.3389/feduc.2026.1833819

265 views

Original Research

Published on 15 May 2026

The green potential of artificial intelligence: revisiting energy consumption, growth, and ecological footprint in the United States

in Environmental Economics and Management

Mohammad Ridwan
Jeremy Ko
Chun Kai Leung
Wai-Kit Ming

Frontiers in Environmental Science

doi 10.3389/fenvs.2026.1717269

279 views

Review

Published on 15 May 2026

RNA editing in Parkinson’s disease: emerging mechanisms, translational potential, and current challenges

in Neurodegeneration

Shutong Liu
An Wu

Frontiers in Neuroscience

doi 10.3389/fnins.2026.1850954

197 views

Original Research

Published on 15 May 2026

A LASSO-based nomogram for predicting acute bilirubin encephalopathy in newborns with severe hyperbilirubinemia

in Neonatology

Qifa Hu
Zhenzhu Yao
Haixia Zhu
Xue Feng
Hongxing Li

Frontiers in Pediatrics

doi 10.3389/fped.2026.1818387

265 views

Original Research

Published on 15 May 2026

Embodied groove–synchrony model: movement context reshapes groove–synchrony coupling and its dominant timescale

in Performance Science

Hiroko Tanabe
Minami Nakajima
Mai Shiratori
Kota Yamamoto
Masahiro Okano

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1803480

169 views

Review

Published on 15 May 2026

Recent advances in omics-based research of mitral valve disease

in Heart Valve Disease

Shilin Jin
Shishi Wu
Di Zhang
Yantao Luo
Nabila Bouatia-Naji
Mengyao Yu

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2026.1789634

172 views

Articles

DeepTrackSecure: an integrated classification-detection system with predictive risk analytics for proactive railway safety management

Federated learning with dynamic weighted aggregation for multi-crop disease detection: a hybrid CNN-transformer approach

Real-world effectiveness and safety of 200 mg abrocitinib initiation in Chinese adults with moderate-to-severe atopic dermatitis: a retrospective study

Sentiment analysis of kindergarteners’ science conversations in project-based classrooms

Respiratory effects of off label anakinra in critically ill neonates: a 15-patient observational cohort study

Case Report: Delayed complications of endovascular treatment of recurrent erosive hemorrhage in necrotizing pancreatitis

TNNT3 as a candidate node in breast cancer mechanobiology: current evidence, mechanistic models, and key knowledge gaps

Clinical features and risk factors for outcomes of postoperative bacterial meningitis in pediatric neurosurgery: a retrospective study from 2013 to 2023

Development and application of an evidence-based three-dimensional, four-phase discharge preparation plan for type 2 diabetes patients

Tension pneumoperitoneum combined with CO2 gas embolism during peroral endoscopic myotomy: a case report and review of literature

An analysis of factors influencing the professional motivation of university lecturers in Vietnam: evidence from a mixed-methods approach

The green potential of artificial intelligence: revisiting energy consumption, growth, and ecological footprint in the United States

RNA editing in Parkinson’s disease: emerging mechanisms, translational potential, and current challenges

A LASSO-based nomogram for predicting acute bilirubin encephalopathy in newborns with severe hyperbilirubinemia

Embodied groove–synchrony model: movement context reshapes groove–synchrony coupling and its dominant timescale

Recent advances in omics-based research of mitral valve disease