The Laryngovibrogram as a normalized spatiotemporal representation of vocal fold dynamics by Mona Kirstin Fehling, Maria Schuster, Maximilian Linxweiler, Jörg Lohscheller

“…Additionally, calculating the angle enclosed by the two VFs makes it possible to analyze transient effects that occur during non-stationary phonation maneuvers, such as voice onset. …”
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Utilizing deep learning for intelligent monitoring and early warning of slope disasters in public space design by Wang Ting, Ying Wang

“…Earlier methods, including rule-based and empirical approaches, use fixed thresholds to assess risk factors such as soil moisture, slope angle, and seismic activity. Although machine learning models like decision trees and support vector machines have improved predictions using historical data, their scalability and adaptability remain constrained due to the need for intensive feature engineering and their limited ability to model complex nonlinear dynamics.MethodsThis study introduces a novel framework utilizing Deep Learning techniques to enable intelligent, real-time monitoring and early warning of slope disasters. …”
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Cost-Efficient Fall Risk Assessment With Attention Augmented Vision Machine Learning on Sit-to-Stand Test Videos by Chunhua Pan, Boting Qu, Rui Miao, Xin Wang

“…To tackle this challenge, this paper presents a novel machine learning-based fall risk assessment approach called <sc>FRAVM</sc>, which operates on Five times Sit-To-Stand (FSTS) test videos captured with standard, widely available cameras to identify individuals requiring fall prevention interventions. To enhance the practicality of <sc>FRAVM</sc>, 3D pose estimation is applied to generate vision-rich 3D body keypoints, mitigating the challenges posed by restricted camera angles. …”
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Normative Database of Spatiotemporal Gait Metrics Across Age Groups: An Observational Case–Control Study by Lianne Mobbs, Vinuja Fernando, R. Dineth Fonseka, Pragadesh Natarajan, Monish Maharaj, Ralph J. Mobbs

“…The normative database provides a valuable reference future research and clinical practice. It enables a more nuanced understanding of how gait evolves with age, gender, and physical stature, thus informing the development of targeted interventions to maintain mobility and prevent falls in older adults. …”
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Echocardiographic diagnosis of interarterial AAOCA in children: a framework integrating anatomical landmarks and systolic dysfunction for risk assessment by Rui Hu, Xuming Mo, Shanliang Zhu, Jun Chen, Ying Tang, Yumei Xu

“…Conclusions Echocardiography provides a clinically actionable protocol for preoperative AAOCA diagnosis by integrating anatomical markers (Acute deviation, parallel course) and functional metrics (LVEF, wall motion). This approach enables early identification of high-risk cases (e.g., ALCA with severe systolic dysfunction) and guides timely intervention, reducing reliance on radiation-based imaging in children. …”
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AI-Based Vehicle State Estimation Using Multi-Sensor Perception and Real-World Data by Julian Ruggaber, Daniel Pölzleitner, Jonathan Brembeck

“…In such critical situations, precise estimation is essential for effective system intervention. This work introduces an AI-based approach that leverages perception sensor data, specifically camera images and lidar point clouds. …”
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Plastic Waste Management System Using Metal Shredder for Clean Environment by C. Jeyalakshmi, Manjunathan Alagarsamy, R. Kalaiarasan, M. Easwaran, Yuvaraja Thangavel, Prabhu Paramasivam

“…This box is placed at an inclined angle to support the disposal of waste without human intervention. …”
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Effect of combined mature cataract surgery and intravitreal ranibizumab injection in eyes with pre-existing diabetic macular edema by Yao Shen, Xi Zhu, Ai-qiu Li, Min Ji, Huai-jin Guan

“…Intraoperative retinal examination techniques, including 25G optical fiber, wide-angle retinal photography, and intraoperative OCT, were used to enable real-time diagnosis and intervention. …”
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Automated Crack Width Measurement in 3D Models: A Photogrammetric Approach with Image Selection by Huseyin Yasin Ozturk, Emanuele Zappa

“…The detected crack edges are projected onto a 3D mesh, enabling width measurements grounded in the structure’s true geometry rather than perspective-distorted 2D approximations. …”
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Conceptual model of emergent efficiency based on the «Shoelace theorem» as a tool for performance management in Pre-trial investigation agencie by D.O. Giulmagomedov, O.I. Garafonova

“…Conversely, acute angles signal imbalances requiring managerial intervention.…”
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A portable soil surface roughness instrument for automatic two-dimensional profile roughness measurement in the field by Gang Sun, Xiu Wang, Shuai Gao, Jinmei Pan, Qinhuo Liu, Wenjiang Huang

“…The device’s innovative design integrates a tripod-mounted laser scanner that generates 1 cm-resolution horizontal profiles by calculating surface heights from rotation angles and distances, eliminating manual intervention and enabling rapid field deployment. …”
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Systematic Evaluation of IMU Sensors for Application in Smart Glove System for Remote Monitoring of Hand Differences by Amy Harrison, Andrea Jester, Surej Mouli, Antonio Fratini, Ali Jabran

“…The sensor provided precise measurements of digit angles across 0–90° in multiple directions, enabling reliable clinical assessment, remote monitoring, and improved diagnosis, treatment, and rehabilitation for individuals with hand differences.…”
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Quantifying sitting posture: A pilot feasibility study of computer vision and wearable sensors (Posture Lab) using a manikin model by Supachai Vorapojpisut, Suphawit Sansuk, Phoomtai Yindee, Darawadee Panich, Vinitha Puengtanom, Sairag Saadprai

“…Craniovertebral (CA) and Shoulder Angles (SA) quantify NHP and FHP. The Kyphosis Angle (KA) is for measuring normal thoracic spine and kyphosis. …”
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Surface Interactions and Mechanical Properties Shaping Biofilm Dynamics in S. aureus and P. aeruginosa by Shaista Urooj

“…Understanding the multifaceted phenomena of biofilm formation and development enables the design of interventions that disrupt key processes, promising more effective biofilm control.…”
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Safety and efficacy of 3D navigation-guided endoscopy for intracranial hemorrhage in patients with early cerebral hernia by Jun Zhang, Sitong Zhou, Taihui Zhang, Yongsheng Chen, Haikang Zhao, Hongyu Cheng, Peng Wang, Zhuhui Li, Jiajing Chen, Wobin Huang, Bocong Liu, Dayu Li, Hanwen Zhao, Xinwei Liu, Wenqiang Gao, Lijin Huang, Yuqian Li

“…By utilizing 3D reconstructed CT scanning technology, our research team successfully created patient-specific brain and hematoma models. This enabled precise preoperative planning of puncture positioning, angle, depth, and needle direction. …”
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Applications of augmented reality in cardiology till 2024: a comprehensive review of innovations and clinical impacts by Ibthisam Ismail Sharieff, Diviya Bharathi Ravikumar, Shashvat Joshi, Barath Prashanth Sivasubramanian, Rajat Gupta, Yash Garg, Umabalan Thirupathy, Ragavendar Saravanabavanandan, Siva Naga Yarrarapu, Vikramaditya R. Samala Venkata

“…AugR surpasses standard 2D fluoroscopy in surgical interventions by optimizing fluoroscopic angles, improving pacemaker placement, reducing X-ray exposure, and increasing procedural accuracy. …”
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Risk Analysis of Retinal Hemangioblastomas in Nonadvanced Stages of von Hippel–Lindau Syndrome Using Ultra-widefield Imaging: The ULTRA von Hippel–Lindau Study by Sebastiano Del Fabbro, MD, Maria Vittoria Cicinelli, MD, Rosangela Lattanzio, MD, Soufiane Bousyf, MD, Lorenza Bruno, MD, Alessio Antropoli, MD, Lorenzo Bianco, MD, Elena Bruschi, MD, Alessandro Arrigo, MD, Giovanni Pipitone, MD, Francesco Cei, MD, Lucia Salerno, MD, Alessandro Larcher, MD, Andrea Salonia, MD, Francesco Bandello, MD, Maurizio Battaglia Parodi, MD

“…Although older age provides a protective effect, close monitoring of high-risk eyes is essential to enable timely intervention and preserve vision. Financial Disclosure(s): Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.…”
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The neurological examination of non-complicated preterm newborns using the Saint-Anne Dargassies Scale from birth to term by Carla Ismirna Santos Alves, Áurea Nogueira de Melo

“…CONCLUSION: This finding alone justifies the neurological examination of PNBs, even if they show no clinical/neurological complications in the perinatal period and the importance of neuromotor assessment in preterm infants, as it enables detection and appropriate intervention.…”
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The pedagogical liminality of patient and public involvement in initial healthcare professional education: an umbrella review by Olivia Gross, Yannick Ruelle

“…In contrast, there are few studies on patient profiles, and the lack of grounding in intervention theories does not help to structure curricula. …”
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Predicting pediatric patient rehabilitation outcomes after spinal deformity surgery with artificial intelligence by Wenqi Shi, Felipe O. Giuste, Yuanda Zhu, Ben J. Tamo, Micky C. Nnamdi, Andrew Hornback, Ashley M. Carpenter, Coleman Hilton, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang

“…We further employ explainability analysis to quantify the contribution of pre-operative radiographic and questionnaire parameters in predicting patient surgical outcomes. Moreover, we enable responsible AI by calibrating model confidence for human intervention and mitigating health disparities for algorithm fairness. …”
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