Non-invasive blood glucose monitoring using PPG signals with various deep learning models and implementation using TinyML by Mahdi Zeynali, Khalil Alipour, Bahram Tarvirdizadeh, Mohammad Ghamari

“…In this study, we propose an innovative 1-second signal segmentation method and evaluate the performance of three advanced deep learning models using a novel dataset to estimate blood glucose levels from PPG signals. …”
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Fatigue crack growth in additive manufactured products by A. Riemer, H. A. Richard, J.-P. Brüggemann, J.-N. Wesendahl

“…Additive Manufacturing (AM) is a new innovative technique that allows the direct fabrication of complex, individual, delicate and high-strength products, based on their 3D data. …”
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The Potential of Emergency Medical Response to CBRNE Threats in the Context of Military-Civilian Cooperation by Arkadiusz Trzos, Karol Łyziński

“…In their work, the authors focused on presenting the concepts of CBRNEmed specialised teams, applying new solutions on using protective suits and respiratory protection equipment, innovative methods of decontamination of contaminated patients, options of point-of-care testing and identification of hazardous agents (POCT-CBRNE), isolation and transport of contaminated and highly infective patients and new CBRNE triage methods. …”
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Next generation bioelectronic medicine: making the case for non-invasive closed-loop autonomic neuromodulation by Imanuel Lerman, Yifeng Bu, Rahul Singh, Harold A. Silverman, Anuj Bhardwaj, Alex J. Mann, Alik Widge, Joseph Palin, Christopher Puleo, Hubert Lim

“…Abstract The field of bioelectronic medicine has advanced rapidly from rudimentary electrical therapies to cutting-edge closed-loop systems that integrate real-time physiological monitoring with adaptive neuromodulation. Early innovations, such as cardiac pacemakers and deep brain stimulation, paved the way for these sophisticated technologies. …”
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Health Risk Assessment of Chemicals: From Bulk to Nano by Soqrat Omari Shekaftik, Jamal Biganeh, Maedeh Hosseinzadeh, Hamidreza Jafari Nodoushan, Neda Mehrparvar

“…Conclusion: Overall, the evolution of health risk assessment methods reflects a continuous drive towards greater accuracy, reliability, and relevance. As we continue to innovate and expand our knowledge, the field is well-positioned to address the complex and evolving landscape of chemical and material risks, ensuring the protection of human health and the environment.…”
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Realist inquiry into Maternity care @ a Distance (ARM@DA): realist review protocol by Andrew Booth, Catrin Evans, Stephen Timmons, Helen Spiby, Mark Clowes, Nia Jones, Kerry Evans, Benash Nazmeen, Candice Sunney, Georgia Clancy

“…It is imperative that digital service innovations do not further exacerbate (and, ideally, should tackle) existing inequalities in service access and clinical outcomes. …”
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A Transient Conducted EM Disturbances Source Modeling Method for Electromagnetic Launch System Based on the Cascaded Multi-Port Circuit Model by Bailin Mou, Qi-Feng Liu, Zhenya Chen, Xiaowen Wu, Yongming Li, Chen Huang, Huai-Qing Zhang

“…., power switching devices with higher voltage and switching frequency, Additionally, innovative topologies are being developed to enhance the electromagnetic performance of the EML systems. …”
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Clinical treatment score Post-5 Years (CTS5) predicts the benefit of postmastectomy radiotherapy in patients with T1-2N1 luminal breast cancer by Ke Liu, Guan-Qiao Li, Si-Qi Li, Xue-Qin Chen, San-Gang Wu

“…Conclusions: CTS5 is an innovative model that could predict the survival benefit of PMRT for T1-2N1 luminal BC patients.…”
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qTrustNet Virtual Private Network (VPN): Enhancing Security in the Quantum Era by Hyoungsub Shim, Bongho Kang, Haejung Im, Duhyun Jeon, Seok-Min Kim

“…PUFs offer a hardware-based security mechanism that is resistant to cloning and tampering, ensuring that the encryption keys remain secure against both classical and quantum attacks. This innovative combination of WireGuard protocol, PQC algorithms, and PUF technology creates a VPN system with significantly improved security features. …”
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Immobilization of resin photocatalyst in removal of soluble effluent organic matter and potential for disinfection by-products by E.N. Hidayah, R.B. Pachwarya, O.H. Cahyonugroho

“…One of the eco-friendly and effective methods is using innovative material through resin immobilized heterogeneous photocatalyst, which is based on the principle of advanced oxidation processes.  …”
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The Role of Automated Decision-Making in Modern Administrative Law: Challenges and Data Protection Implications by Grega Rudolf, Polonca Kovač

“…The challenge lies in leveraging AI to increase efficiency while ensuring these innovations respect individual rights, safeguard the public interest, and uphold standards of good administration and governance.   …”
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The experience of approbation and empirical substantiation of the ecopsychological model of subjectivity development in educational practice by Irina V. Plaksina

“…The experimental verification of the ecopsychological model on a sample of teachers implementing the regional innovative project "Organizational and psychological-pedagogical conditions for subjectivity development of participants in the educational process" confirmed the validity of the choice of the ecopsychological model of the development of the subject of pedagogical activity. …”
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Applying model-based recursive partitioning to improve pedestrian exposure models to support transportation safety analyses by Jakob Wiegand, Vikash Gayah

“…NB regression) with recursive data partitioning techniques commonly found in tree-based machine learning methods. This innovative approach yields a collection of exposure models stratified according to selected input variables with unique relationships between explanatory variables and exposure. …”
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Low Thermal Resistance of Diamond‐AlGaN Interfaces Achieved Using Carbide Interlayers by Henry T. Aller, Thomas W. Pfeifer, Abdullah Mamun, Kenny Huynh, Marko Tadjer, Tatyana Feygelson, Karl Hobart, Travis Anderson, Bradford Pate, Alan Jacobs, James Spencer Lundh, Mark Goorsky, Asif Khan, Patrick Hopkins, Samuel Graham

“…The findings underscore the efficacy of interlayer engineering in enhancing thermal transport and demonstrate the importance of innovative measurement techniques in accurately characterizing complex thermal interfaces. …”
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A review of hyperspectral image analysis techniques for plant disease detection and identif ication by A. F. Cheshkova

“…Recently, intensive research has been conducted to develop innovative methods for diagnosing plant diseases based on hyperspectral technologies. …”
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IMMUnity Unveiled: A Translational NETwork for tackling PARKinson's Disease – IMMUPARKNET [version 2; peer review: 2 approved] by Tamara Saksida, Alessia di Flora, Marina Romero-Ramos, Vladimirs Pilipenko, Laura Muñoz Delgado, Franca Marino, Yasemin Gursoy Ozdemir, Neda Nikolovski, Cristoforo Comi, Dale Lawson, Inês Figueira, Mitilda Gugu, Simona Poletti, Shubhra Acharya, Dogukan Pira

“…The main goal of IMMUPARKNET is to fill this knowledge gap by establishing an innovative, interdisciplinary research network and fostering exchanges of expertise among specialists from different countries and institutions. …”
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Restoration of Lost Functions in Students after Blast Traumatic Brain Injuries in the Process of Inclusive Physical Education by Oksana Blavt, Oleksandr Herasymenko

“…The final testing showed a difference in the studied parameters in response to the implementation of the proposed innovations. A statistically significant improvement was observed in determining the progress and effectiveness of the studied parameters of gait and balance in the range of 10-19.6 %. …”
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The Significance of a Cerebrovascular Accident Outcome Prediction Model for Patients, Family Members, and Health Care Professionals: Qualitative Evaluation Study by Corinne G Allaart, Sanne van Houwelingen, Pieter HE Hilkens, Aart van Halteren, Douwe H Biesma, Lea Dijksman, Paul B van der Nat

“…Lastly, a Measurement Instrument for Determinants of Innovations (MIDI) questionnaire was used to collect insights into the prediction model and visualizations with HCPs. …”
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Food loss in Pacific Island Countries: a scoping review of the literature by Christian-Yves Amato-Ali, Viliamu Iese, Gayathri Mekala, Daniela Hidalgo, Hilda Sakiti-Waqa

“…., the lack of infrastructure and need for innovative technology for post-harvest management; increased vulnerability to climate change and postharvest risks of newer convenient markets. …”
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Measuring the condition of Tehran Metropolitan based on Ubiquitous city indicators by Haniyeh Asadzadeh, Afshar Hatami, Farzaneh Sasanpour

“…According to a new urban paradigm using new innovative systems like crating ubiquitous city with smart convergent systems is a way to solve urban problems. …”
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