11 results found

Viraj Gulhane, Sandeep Rode, Nikesh Gadare, Pankaj Gadge

The rapid adoption of cloud computing in healthcare has improved data accessibility but introduced significant challenges in privacy preservation. This study presents a secure cloud-based framework fo...

Research Square 2026-04-23 rs-9493732
Cloud Computing Encrypted Machine Learning KNN XGBoost SVM Privacy Preservation

shaofei xu, Jiazheng Li, Ziqi Li, Yuxuan Cai, Junlai Zhao, Rongrong Zhu, Maokun Li, weiwei Wu

Background: Pulmonary embolism (PE) remains a major cause of morbidity and mortality in critical care, yet traditional diagnostic methods face limitations, especially in critically ill patients. This ...

Critical Care 2026-04-23 rs-9270053
Electrical impedance tomography Pulmonary embolism Frequency-domain band-pass filtering Pulsatility method Risk stratification Embolus location

Yanyan Li, Mengjing SunHuang, Hongyi Zhu, Zijie Zhan, Ge Li, Xianglin Liu, Changhui Xiao, Ying Li, Chao Zheng, Fan Huang

Background:Neurofibromatosis type 1 (NF1)-associated interstitial lung disease (NF-ILD) represents an uncommon pulmonary manifestation frequently misdiagnosed as asthma, largely due to insufficient cl...

BMC Pulmonary Medicine 2026-04-23 rs-9149150
Neurofibromatosis type 1 Interstitial lung disease Asthma Misdiagnosis Immunoglobulin E High-resolution computed tomography

Jiangkun Nie, Yameng Chen, Yindi Du, Qian Zhao

Background Cystic echinococcosis (CE) is a zoonotic parasitic disease caused by the larval stage of Echinococcus granulosus. The liver is the organ most commonly affected, whereas pancreatic involveme...

BMC Infectious Diseases 2026-04-23 rs-9189492
cystic echinococcosis hepatic echinococcosis pancreatic cystic lesion diagnostic challenge imaging-based differential diagnosis

Olena Usachova, Gennadiy Lezhenko, Olena Pashkova, Anastasiia Tovma, Yelyzaveta Silina, Kateryna Samoylyk

Background Streptococcus pyogenes (group A β-haemolytic streptococcus, GAS) is a common cause of infections in children; however, invasive forms involving the central nervous system are extremely rare...

Research Square 2026-04-23 rs-9447959
children meningitis sinus disease bacterial infections Streptococcus pyogenes complications subdural empyema diagnosis treatment

Yaman Yazici

Early diagnosis of cancer can be facilitated by detecting microRNA (miRNA) biomarkers that are dysregulated during tumor development. Here we present a general-purpose whole-cell biosensor platform fo...

Discover Medicine 2026-04-23 rs-9023138
microRNA biosensor synthetic biology toehold switch CRISPR Cas13 whole-cell sensor cancer diagnostics

Guangpeng Sun, Shaojuan Ma, Chang Xu

Existing rolling bearing fault diagnosis methods often face challenges of high computational complexity and limited multimodal fusion efficiency, particularly in multimodal scenarios. To address these...

The Journal of Supercomputing 2026-04-22 rs-9308459
Bearing fault diagnosis Mamba gating Multimodal fusion Time-frequency analysis Chaos enhancement State space models

Mike P. Wattjes, Carsten Lukas, Sönke Langner, Hagen H. Kitzler, Michael Scheel, Andreas Bartsch, Benedikt Wiestler

The recently published 2024 revisions of the McDonald criteria unified and expanded the diagnosis of MS towards a “biological diagnosis” and incorporated new MR imaging (bio)markers. Most prominently,...

Research Square 2026-04-21 rs-9360432

Jorge F. Bosch-Bayard, Judith Guerrero-Sauzameda, Rodolfo Bosch-Bayard, Ruben Pérez-Elvira, Ayelen Bosch-Castro, Jamin Sánchez-Rodríguez, Alethia Flores, Edgar Resendiz-Flores, Karyme Flores, Arnaldo Ferrando, Patricia Ferrando, Lidice Galán-García, Pedro Valdes-Sosa, Giuseppe A. Chiarenza, Rolando J. Biscay, Lilia Morales-Chacón

Background Quantitative EEG (qEEG) provides objective, millisecond-resolution measures of brain dynamics. Despite decades of methodological advances, clinically relevant derived indices—spectral power...

Brain Topography 2026-04-21 rs-9333312
quantitative EEG normative models GAMLSS spectral ratios (theta/beta arousal) electrode-level spectral normalization therapeutic monitoring

Waseem Haider, Laura Salonen

Sickness absence (SA) reflects both health status and labour-market integration, yet evidence on migrant–native disparities across occupational classes remains limited. Using full-population Finnish a...

Scientific Reports 2026-04-20 rs-8950867
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