Exploring entropy measures with topological indices on colorectal cancer drugs using curvilinear regression analysis and machine learning approaches. by Maria Fazal, Salma Kanwal, Muhammad Taskeen Raza, Asima Razzaque

“…By leveraging advanced ML algorithms, we aim to uncover more complex, non-linear relationships between topological indices and drug efficacy, potentially leading to more accurate predictions and better-informed drug design strategies.…”
Get full text

Personalized medication recommendations for Parkinson’s disease patients using gated recurrent units and SHAP interpretability by Atiye Riasi, Mehdi Delrobaei, Mehri Salari

“…This study aims to demonstrate the potential of sequence-by-sequence algorithms in recommending personalized medication combinations for patients with PD based on their previous visits. …”
Get full text

Cuproptosis genes in predicting the occurrence of allergic rhinitis and pharmacological treatment. by Ting Yi

“…<h4>Conclusion</h4>Our study analyzed allergic rhinitis and cuproptosis related genes by the bioinformatics approach and predicted 1,5-isoquinolinediol and gefitinib as potentially useful drugs for treating AR patients in the future.…”
Get full text

Modified method of vacuum therapy in the treatment of infected poststernotomy wounds by A. L. Charyshkin, A. A. Guryanov

“…The modified method of vacuum therapy in combination with effective algorithms for treating purulent-septic complications of post-sternotomy wounds allows physicians to avoid fatal complications and achieve good clinical results.…”
Get full text

POTENTIAL OF PHARMACOGENETICS IN THE CORRECTION OF ANTICOAGULANT THERAPY AMONG PATIENT WITH PROSTHETIC HEART VALVES by I. Yu. Zhuravleva, T. V. Burkova, N. V. Rutkovskaya, E. V. Gorbunova, Yu. N. Odarenko, Yu. Yu. Savostiyanova, I. A. Goncharova

“…To compare the effectiveness of various pharmacogenetics algorithms of warfarin dosage and to identify the strengths and limitations of standard genetic tests for the warfarin dose correction during the late postoperative period among 134 warfarin-treated patients with prosthetic heart valves.Material and methods. …”
Get full text

The influences of social support expressed from doctors and disclosed from peers on patient decision-making: an analysis from the online health community by Beibei Yang, Wei Lu, Yan Xuan, Chongqi Hao, Xiaojun Huang

“…We select Haodf.com as our data source and we collected information for all new patients of 2,989 doctors. we use Jieba word segmentation tool and TF-IDF algorithm to segment word and find keywords. Then random forest algorithm is used to classify 750 training texts and 250 test texts. …”
Get full text

Clinical parameters that predict a premature LH rise in patients undergoing ovarian stimulation for IVF by Maya Nasatzky, Yonathan Belicha, Ofer Fainaru

“…Conclusions: Using both multiple linear regression and a machine-learning-based algorithm of patient data from IVF cycles, we were able to predict patients at risk for premature LH rise and/or LH surge. …”
Get full text

Management of vesicovaginal fistulas (VVFs) in women following benign gynaecologic surgery: A systematic review and meta-analysis. by Barbara Bodner-Adler, Engelbert Hanzal, Eleonore Pablik, Heinz Koelbl, Klaus Bodner

“…<h4>Background</h4>Vesicovaginal fistulas (VVF) are the most commonly acquired fistulas of the urinary tract, but we lack a standardized algorithm for their management. Surgery is the most commonly preferred approach to treat women with primary VVF following benign gynaecologic surgery.…”
Get full text

Unified Approach of Unmanned Surface Vehicle Navigation in Presence of Waves by Oren Gal

“…A simple navigation algorithm is presented in order to apply the method of USV’s navigation in presence of waves. …”
Get full text

Pulmonary Embolism Treatment: Current Developments and Approaches by Evren Dal, Suna Eraybar, Mehtap Bulut, Akkan Avcı

“…This review addresses the latest developments for treating PE based on the current findings of epidemiological studies. …”
Get full text

Artificial intelligence-based assessment of surgical skills in laparoscopic right hemicolectomy for colon cancer by WEI Pengyu, GAO Jiale, JI Maotong, TAN Yuanyuan, YAO Hongwei

“…Laparoscopic right hemicolectomy is the standard surgical procedure for treating right-sided colon cancer, yet its complex anatomical layers and technically demanding operations pose significant challenges to surgeons’ expertise. …”
Get full text

Who decides what is read on Goodreads? Uncovering sponsorship and its implications for scholarly Research by Yuerong Hu, Jana Diesner, Ted Underwood, Zoe LeBlanc, Glen Layne-Worthey, John Stephen Downie

“…With the growing restrictions on access to platform data for research, this study also demonstrates the potential for a mixed-method analysis of historical scraped datasets; an approach that will likely be of interest to many researchers working with cultural data moderated by black-box algorithms. With this method, our research reveals for the first time the scale of the phenomena of incentivized book reviews that is well known to users of Goodreads but remains largely anecdotal. …”
Get full text

Biological and Biosimilar Medicines in Contemporary Pharmacotherapy for Metabolic Syndrome by Wiktoria Górecka, Daria Berezovska, Monika Mrozińska, Grażyna Nowicka, Monika E. Czerwińska

“…Although treatment algorithms are generally well established and primarily based on synthetic pharmaceuticals, they are increasingly being supplemented by biological and biosimilar agents. …”
Get full text

Clinical utility of self-expandable metal stents in the treatment of anastomotic obstruction secondary to recurrent gastric cancer by Haiyang Lai, Ketong Wu, Yang Liu, Dan Li, Tao Peng, Yuan Wan, Bo Zhang

“…AimThe purpose of this study was to assess the efficacy and safety of self−expandable metal stents (SEMS) in treating anastomotic obstruction associated with recurrent gastric cancer.MethodsTen patients with anastomotic obstruction in recurrent gastric cancer were treated by SEMS implantation under fluoroscopic guidance. …”
Get full text

Novel Cuproptosis-Related Gene Signature for Precise Identification of High-Risk Populations in Low-Grade Gliomas by Ping Chen, Hailing Han, Xuejie Wang, Bing Wang, Zhanfeng Wang

“…In addition, LGG immune cell infiltration was viewed using CIBERSORT and ssGSEA algorithms and correlation analysis was done with cuproptosis-related genes. …”
Get full text

Disseminated intravascular coagulation by Satoshi Gando, Marcel Levi, Cheng-Hock Toh

“…Effective DIC management requires treating the underlying condition, along with substitution therapies and, in some cases, antifibrinolytics. …”
Get full text

Using selective NIR wavelengths in portable devices to evaluate the chemical composition of cattle feeds by Lorenzo Serva, Luisa Magrin, Giovanni Chillemi, Giorgio Marchesini, Daniele Pietrucci, Francesco Renzi, Riccardo Valentini, Igino Andrighetto, Marco Milanesi

“…This was achieved by evaluating various cattle rations and silages (including rations for cows and bulls and grass and corn silage), where we selected the most significant wavelengths for fibre characterisation using the Random Forest (Boruta) algorithm. The number of identified features varied based on the spectral pre-treatments applied or the use of a batch effect reduction algorithm (ComBat function). …”
Get full text

Gene Set Enrichment Analysis in Zebrafish Embryos Is Susceptible to False-Positive Results in the Absence of Differentially Expressed Genes by John DH Stead, Hyojin Lee, Andrew Williams, Sergio A Cortés Ramírez, Ella Atlas, Jan A Mennigen, Jason M O’Brien, Carole Yauk

“…Finally, GSEA analyses were repeated using 1 alternative GSEA algorithm (CERNO) and 11 different ranking statistics. …”
Get full text

SDMSEAF-YOLOv8: a framework to significantly improve the detection performance of unmanned aerial vehicle images by Linxuan Li, Xiaoyu Liu, Xuan Chen, Fengjuan Yin, Bin Chen, Yufeng Wang, Fanbin Meng

“…The conventional non-maximum suppression algorithm is improved, so as to reduce the problem of missed detections under a densely occluded scene by setting the attenuation function to adjust the confidence of the treated box based on the overlap between it and the highest-scoring box. …”
Get full text

Device-Driven Service Allocation in Mobile Edge Computing with Location Prediction by Qian Zeng, Xiaobo Li, Yixuan Chen, Minghao Yang, Xingbang Liu, Yuetian Liu, Shiwei Xiu

“…We also design an improved service allocation strategy, MESDA, based on the Gray Wolf Optimization (GWO) algorithm. MESDA dynamically adjusts its exploration and exploitation components, and introduces a random factor to enhance the algorithm’s ability to determine the direction during later stages. …”
Get full text