Dynamic Model Identification for 6-DOF Industrial Robots by Li Ding, Hongtao Wu, Yu Yao, Yuxuan Yang

“…Relevant data is sampled while the robot is tracking optimal trajectories that excite the system. The artificial bee colony algorithm is introduced to estimate the unknown parameters. …”
Get full text

Non-Destructive Detection of Silage pH Based on Colorimetric Sensor Array Using Extended Color Components and Novel Sensitive Dye Screening Method by Kai Zhao, Haiqing Tian, Jue Zhang, Yang Yu, Lina Guo, Jianying Sun, Haijun Li

“…Forward and backward stepwise selection and support vector regression (SVR) were combined to create a sensitive dye screening method, which was used to determine the optimal sensitive dye. The variable combination population analysis–iteratively retains informative variables algorithm was iterated to optimize effective features. …”
Get full text

Gravity-based microfiltration reveals unexpected prevalence of circulating tumor cell clusters in ovarian and colorectal cancer by Anne Meunier, Javier Alejandro Hernández-Castro, Nicholas Chahley, Laudine Communal, Sara Kheireddine, Newsha Koushki, Nadia Davoudvandi, Sara Al Habyan, Benjamin Péant, Anthoula Lazaris, Andy Ng, Teodor Veres, Luke McCaffrey, Diane Provencher, Peter Metrakos, Anne-Marie Mes-Masson, David Juncker

“…Results Here, we show that GµF optimized for cell cluster isolation captures cCTCs from blood while minimizing unwanted cluster disaggregation, with ~85% capture efficiency. …”
Get full text

Prediction of Multiple Organ Failure Complicated by Moderately Severe or Severe Acute Pancreatitis Based on Machine Learning: A Multicenter Cohort Study by Fumin Xu, Xiao Chen, Chenwenya Li, Jing Liu, Qiu Qiu, Mi He, Jingjing Xiao, Zhihui Liu, Bingjun Ji, Dongfeng Chen, Kaijun Liu

“…The models were internally validated with a five-fold cross-validation, and a series of optimal feature subsets were generated in corresponding models. …”
Get full text

A novel agricultural drought index based on multi-source remote sensing data and interpretable machine learning by Hao Chen, Ni Yang, Xuanhua Song, Chunhua Lu, Menglan Lu, Tan Chen, Shulin Deng

“…Here, we used solar-induced chlorophyll fluorescence, water balance, soil moisture, and land surface temperature to develop a new integrated remote sensing drought index, namely interpretable machine learning drought index (IMLDI), based on the Bayesian optimized tree-based Light Gradient Boosting Machine and SHapley Additive exPlainations. …”
Get full text

Inter-reader agreement for diagnosing thymic cysts on chest MRI in two tertiary referral centers by Yura Ahn, Sang Min Lee, Chu Hyun Kim, Sehee Kim, Jooae Choe, Joon Beom Seo, Ho Yun Lee

“…MR sequences including both the subtracted image and DWI/ADC map may be optimal in terms of inter-reader agreement.…”
Get full text

Temporal Analysis of the Incidence, Mortality and Disability-Adjusted Life Years of Benign Gallbladder and Biliary Diseases in High-Income Nations, 1990–2019 by Dominic W. Proctor, BMBS, MSc, Richard Goodall, BSc, MBChB, MRCS, FHEA, Kim Borsky, MBBS, MMRCS, Justin D. Salciccioli, MBBS, MA, Dominic C. Marshall, MBBS, MRCP, BSc, Kumaran Shanmugarajah, MD, PhD, Joseph Shalhoub, BSc, MBBS, FHEA, PhD, DIC, MEd, FFSTEd, FRCS, FEBVS

“…Accurate characterization of the disease burden may help optimize healthcare policy and resource distribution. …”
Get full text

The effects of Fraxini cortex and Andrographis herba on Escherichia coli-induced diarrhea in chicken by Yunying Wang, Zhenwei Sheng, Huicong Li, Xuewen Tan, Yingqiu Liu, Weimin Zhang, Wuren Ma, Lin Ma, Yunpeng Fan

“…Mass spectrometry technology and network pharmacology were used to analyze the optimal TCM formula corroborated by molecular docking and qPCR for further explore mechanism exploration. …”
Get full text

Enhanced Performance of New Scaling-Free CORDIC for Memory-Based Fast Fourier Transform Architecture by C. Paramasivam, Sandeep Singh Chauhan, Veerpratap Meena, A. Sreejagathi, B. A. V. N. Hasini, K. L. K. Kishore, T. V. N. G. Vamsikrishna, M. Durga Ananta Sai, Abdessamad Didi

“…The number of iterations is reduced by an optimized shift value prediction technique for known and fixed angles, like the twiddle factor angle available in the fast Fourier transform (FFT) algorithm. …”
Get full text

A comparative bio-mechanical performance assessment of additively manufactured bone scaffolds using different beta Ti alloys and Gyroid based cellular structure by Mudassar Rehman, Yanen Wang, Kashif Ishfaq, Ray Tahir Mushtaq, Aqib Mashood Khan, Mohammed Alkahtani, Aamer Nazir, Maimoona Afzal

“…The findings underscore the adaptability of optimized L-PBF settings across biomedical β-Ti alloys, paving the way for advanced patient-specific orthopedic implants.…”
Get full text

Extremely early initiation of vasopressors might not decrease short-term mortality for adults with septic shock: a systematic review and meta-analysis by Cheng-Hsin Ma, Jack Healy, Ebrima Kinteh, Cheng-Chin Ma, Ching-Fang Tiffany Tzeng, Eric H. Chou, Chin-Chieh Wu, Shih-Chieh Shao, Kuan-Fu Chen

“…Abstract Background The optimal timing for initiating vasopressor therapy in patients with septic shock remains unclear. …”
Get full text

Hyperbaric oxygen therapy improves the effects of systemic steroid therapy for sudden sensorineural hearing loss by Yu-Ching Chen, Yu-Hsi Liu, Bor‐Hwang Kang, Cai-Sin Yao, Yao-Shen Chen, Wen-Chung Liu

“…Initiating HBOT within 11 days of the SSNHL diagnosis is recommended, and a regimen of five sessions is indicated for optimal results.…”
Get full text

<inline-formula><tex-math notation="LaTeX">$\mathrm{D}^{3}$</tex-math></inline-formula>T: Deep Denoising Dictionary Tensor for Hyperspectral Anomaly Detection by Qiangqiang Shen, Zonglin Liu, Hanzhang Wang, Yanhui Xu, Yongyong Chen, Yongsheng Liang

“…Meanwhile, the coefficient tensor in TLRR is also optimized by the two priors to fully explore the spatial and spectral correlations in the background, and hence, the anomalies can be accurately detected. …”
Get full text

An improved ShuffleNetV2 method based on ensemble self-distillation for tomato leaf diseases recognition by Shuiping Ni, Yue Jia, Mingfu Zhu, Mingfu Zhu, Yizhe Zhang, Wendi Wang, Shangxin Liu, Yawei Chen

“…Among lightweight models, it has the smallest parameter count and the highest recognition accuracy.DiscussionThe results demonstrate that the optimized ShuffleNetV2 is more suitable for deployment on edge devices for real-time tomato disease detection. …”
Get full text

A smartphone-guided secondary prevention digital health application reduces systolic blood pressure in patients with chronic coronary syndrome and insufficient blood pressure contr... by Philip Düsing, Stephan H. Schirmer, Sebastian Schäfer, Alexander Krogmann, Jan-Malte Sinning, Nikos Werner, Florian Bönner, Alexander Sedaghat, Cornelius Müller, Irina Eckardt, Georg Nickenig, Andreas Zietzer

“…Several modifiable risk factors, including increased blood pressure (BP), significantly contribute to cardiovascular risk in CCS. Therefore, optimal secondary prevention includes managing BP through lifestyle changes and pharmacological therapy. …”
Get full text

Experimental study on the engineering characteristics of expansive soil improved conjointly using enzyme induced carbonate precipitation and eggshell powder by Mudassir Mehmood, Yuancheng Guo, Yunlong Liu, Lei Wang, Wen Nie, Bantayehu Uba Uge, Sharafat Ali, Chen Xuanyu, Yingao Zhao

“…The engineering properties of expansive soil were examined using the environmentally friendly method EICP with an optimal 0.75 mol/L concentration and 14% ESP optimal content, with varying curing durations. …”
Get full text

Sustainability in Reconstructive Breast Surgery: An Eco-audit of the Deep Inferior Epigastric Perforator Flap Pathway by Zahra Ahmed, BSc (Hons), Alexander Zargaran, MRCS, David Zargaran, MRCS, Sara Sousi, MRes, Keiron Hakimnia, Sevasti Panagiota Glynou, BSc (Hons), Julie Davies, PhD, Stephen Hamilton, FRCS (Plast), Afshin Mosahebi, FRCS (Plast)

“…Data from manufacturers on life-cycle assessments were limited, and further work is needed to fully understand and optimize the impact of DIEP surgery on the environment.…”
Get full text

Rapid Geographical Origin Identification and Quality Assessment of Angelicae Sinensis Radix by FT-NIR Spectroscopy by Zhen-yu Zhang, Ying-jun Wang, Hui Yan, Xiang-wei Chang, Gui-sheng Zhou, Lei Zhu, Pei Liu, Sheng Guo, Tina T. X. Dong, Jin-ao Duan

“…The values of the ratio of prediction to deviation (RPD) of the two final optimized PLSR models were greater than 2. The results suggested that NIR spectroscopy combined with SVM and PLSR algorithms could be exploited in the discrimination of Angelicae Sinensis Radix from different geographical locations for quality assurance and monitoring. …”
Get full text

Classification Based on the Support Vector Machine for Determining Operational Targets for Controlling Electricity Usage With Conventional Meters: A Case Study of Industrial and Bu... by Galih Arisona, Alief Pascal Taruna, Dwi Irwanto, Arif Bijak Bestari, Wildan Juniawan

“…Results show that the SVM model, particularly with the RBF kernel, achieves optimal performance, with balanced precision and recall, especially with 30 months of historical data. …”
Get full text

Dual antiplatelet therapy (DAPT) after percutaneous coronary intervention (PCI) in patients with chronic coronary artery disease (CAD) - current state of knowledge and perspective... by Hubert Bochenek, Anna Bielicka, Michał Bzoma, Julia Gugulska, Irmina Czerepak, Marcin Kapij, Karolina Niewczas, Adrianna Brzozowska

“…Despite its established role, the optimal duration and specific composition of DAPT still remain under investigation. …”
Get full text