Project Euphonia: advancing inclusive speech recognition through expanded data collection and evaluation by Alicia Martin, Robert L. MacDonald, Pan-Pan Jiang, Marilyn Ladewig, Julie Cattiau, Rus Heywood, Richard Cave, Jimmy Tobin, Philip C. Nelson, Katrin Tomanek

“…Project Euphonia, a Google initiative originally launched in English dedicated to improving Automatic Speech Recognition (ASR) of disordered speech, is expanding its data collection and evaluation efforts to include international languages like Spanish, Japanese, French and Hindi, in a continued effort to enhance inclusivity. This paper presents an overview of the extension of processes and methods used for English data collection to more languages and locales, progress on the collected data, and details about our model evaluation process, focusing on meaning preservation based on Generative AI.…”
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Forgotten Surgical Sponge Mimicking Fat Necrosis Following Breast Reduction Surgery by Sandra Scharfetter, MD, Laurenz Weitgasser, MD, Florian Wimmer, MD, Barbara Ebner, MD, Elisabeth Russe, MD, Gottfried Wechselberger, MD

“…A forgotten surgical sponge following surgery, also called textiloma, is a rare yet significant issue, whereas fat necrosis is more prevalent, particularly in breast surgery. We present a case experiencing persistent postoperative pain, a lump in the right breast, delayed wound healing, and the formation of a fistula following breast reduction surgery. …”
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The renaissance of a local wine industry: The relevance of social capital for business innovation in DOQ El Priorat, Catalonia by María José Fernández Aldecua, Yancy Vaillant, Esteban Lafuente, Jorge Moreno Gómez

“…The paper presents the results of a case study that aims to investigate whether the presence of both bridging and bonding social capital, acting together, can stimulate entrepreneurial innovation within the wine industry at a regional level. …”
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Tackling Irritable Bowel Syndrome with Modern Resources – A Narrative Review by Mihai-Radu PAHOMEANU, Florin-Cristian CERCELARU, Irina Stefania DIACONU, Miruna Alexandra UNTEA, Ioana VAIPAN, Calisa ANDREEANA, Elena GHIZILA, Lucian NEGREANU

“…New research directions aim at more precise treatment personalization based on intestinal microbiome and specific biomarkers.…”
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COMPARATIVE ANALYSIS OF THE STUDY RESULTS ON THE COMPONENT COMPOSITION OF MUNICIPAL WASTE IN SETTLEMENTS OF TOWNSHIP AND VILLAGE TYPE IN THE POLTAVA REGION by Oksana Illiash, Tetiana Serha, Astrid Allesch, Viktor Bredun, Іuliia Chepurko, Nataliia Maksiuta

“…The conclusions gained from these studies have allowed the authors to create a more comprehensive com-ponentslist,whichtheyrecommendforuseinsortinganalyses. …”
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A Stepwise Approach to Computed Tomography Imaging of Pulmonary Hypertension by Kurian C. Eapen, Manisha Mane, Leena Robinson Vimala, Shalini Sahu, Polavarapu Grace Rebecca, Aparna Irodi

“…Patients with PH can present with nonspecific cardiac or respiratory complaints. …”
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Suicidal risk factors of recurrent major depression in Han Chinese women. by Yuzhang Zhu, Hongni Zhang, Shenxun Shi, Jingfang Gao, Youhui Li, Ming Tao, Kerang Zhang, Xumei Wang, Chengge Gao, Lijun Yang, Kan Li, Jianguo Shi, Gang Wang, Lanfen Liu, Jinbei Zhang, Bo Du, Guoqing Jiang, Jianhua Shen, Zhen Zhang, Wei Liang, Jing Sun, Jian Hu, Tiebang Liu, Xueyi Wang, Guodong Miao, Huaqing Meng, Yi Li, Chunmei Hu, Yi Li, Guoping Huang, Gongying Li, Baowei Ha, Hong Deng, Qiyi Mei, Hui Zhong, Shugui Gao, Hong Sang, Yutang Zhang, Xiang Fang, Fengyu Yu, Donglin Yang, Tieqiao Liu, Yunchun Chen, Xiaohong Hong, Wenyuan Wu, Guibing Chen, Min Cai, Yan Song, Jiyang Pan, Jicheng Dong, Runde Pan, Wei Zhang, Zhenming Shen, Zhengrong Liu, Danhua Gu, Xiaoping Wang, Xiaojuan Liu, Qiwen Zhang, Yihan Li, Yiping Chen, Kenneth Seedman Kendler, Jonathan Flint, Ying Liu

“…Patients with any suicidality had significantly more MD symptoms, a significantly greater number of stressful life events, a positive family history of MD, a greater number of episodes, a significant experience of melancholia, and earlier age of onset. …”
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Upbeat nystagmus: a clinical and pathophysiological review by Vincenzo Marcelli, Beatrice Giannoni, Giampiero Volpe, Mario Faralli, Edoardo Marcelli, Michele Cavaliere, Anna Rita Fetoni, Vito Enrico Pettorossi

“…It is now recognized that UBN can occur as an isolated finding or more frequently as part of a broader spectrum within defined clinical syndromes. …”
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Automatic Segmentation of Gas Metal Arc Welding for Cleaner Productions by Erwin M. Davila-Iniesta, José A. López-Islas, Yenny Villuendas-Rey, Oscar Camacho-Nieto

“…In the industry, the robotic gas metal arc welding (GMAW) process has a huge range of applications, including in the automotive sector, construction companies, the shipping industry, and many more. Automatic quality inspection in robotic welding is crucial because it ensures the uniformity, strength, and safety of welded joints without the need for constant human intervention. …”
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Pretreatment of Biomass with Gamma Rays and Electron Beam for Ethanol Production via Enzymatic Hydrolysis: A Brief Review by Leonardo Yago Zwetsch Varella, Amir Zacarias Mesquita, Daniel Bastos de Rezende, Erika Cristina Cren, Vitor Fernandes de Almeida Fernandes de Almeida, Walewska Gouveia Silva, Thêssa Cristina Alonso

“…These methods leverage photons and high-energy particles to induce structural and chemical modifications in lignocellulosic biomass, which facilitate a more efficient breakdown into fermentable sugars during hydrolysis. …”
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Pet Euthanasia and Human Euthanasia by Jason Chen

“…We can consistently hold the following two beliefs: (1) human beings are more valuable than nonhuman animals, and (2) death can be good for us too. …”
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Interdependence of plasma membrane nanoscale dynamics of a kinase and its cognate substrate underlies Arabidopsis response to viral infection by Marie-Dominique Jolivet, Anne Flore Deroubaix, Marie Boudsocq, Nikolaj B Abel, Marion Rocher, Terezinha Robbe, Valérie Wattelet-Boyer, Jennifer Huard, Dorian Lefebvre, Yi-Ju Lu, Brad Day, Grégoire Saias, Jahed Ahmed, Valérie Cotelle, Nathalie Giovinazzo, Jean-Luc Gallois, Yasuyuki Yamaji, Sylvie German-Retana, Julien Gronnier, Thomas Ott, Sébastien Mongrand, Véronique Germain

“…We investigated the role of the partially PM-bound Calcium-dependent protein kinase 3 (CPK3) in viral infection and we discovered that it displayed a specific ability to hamper viral propagation over CPK isoforms that are involved in immune response to extracellular pathogens. More and more evidence supports that the lateral organization of PM proteins and lipids underlies signal transduction in plants. …”
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CLINICAL AND GENETIC HETEROGENITY OF JUVENILE MYOCLONIC EPILEPSY by N. A. Shnayder, O. S. Shilkina, K. V. Petrov, I. A. Chernykh, A. V. Diuzhakova

“…It is possible that several different genes are responsible. The authors presented the review of results modern clinical and genetic studies of juvenile myoclonic epilepsy. …”
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Patterns of Semantic Memory Impairment in Mild Cognitive Impairment by Sven Joubert, Olivier Felician, Emmanuel J. Barbeau, Mira Didic, Michel Poncet, Mathieu Ceccaldi

“…This pattern of results suggests that conceptual entities with distinctive and unique properties may be more prone to semantic breakdown in MCI. In summary, results of this study support the view that genuine semantic deficits are present in MCI. …”
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Clinical Recommendations of the Russian Scientific Liver Society and Russian Gastroenterological Association on Diagnosis and Treatment of Liver Fibrosis, Cirrhosis and Their Compl... by V. T. Ivashkin, M. V. Maevskaya, M. S. Zharkova, S. B. Zhigalova, E. A. Kitsenko, G. V. Manukyan, A. S. Trukhmanov, I. V. Maev, I. N. Tikhonov, T. A. Deeva

“…Liver fibrosis develops with connective tissue accumulation in liver in the outcome of various chronic diseases, including alcohol misuse, viral hepatitises, autoimmune and more rare hereditary liver diseases. Liver cirrhosis is the final stage of most chronic diffuse liver diseases. …”
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Trapping of Whistler Waves in the Magnetic Hole at a Dipolarization Front by K. Jiang, S. Y. Huang, X. D. Yu, Z. G. Yuan, Q. Y. Xiong, R. T. Lin, L. Yu

“…Statistically, whistler waves are much more frequently observed in FPRs than at DFs. Here, we present an observation of whistler waves in a magnetic hole at a DF. …”
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Bilateral adrenal infarction and secondary haemorrhage in pregnancy: implications of factor V Leiden heterozygosity. A review of the literature and a case report by Wiaam Elradi, Samreen Innayat, Ahmed Hanafy, Sharifah Naseem, Abuzar Awadelkareem, Deepika Meneni

“…Adrenal haemorrhage in pregnancy is rare but can lead to significant maternal and fetal morbidity if unrecognised. We present the case of a 25-year-old woman in her second pregnancy, who was admitted at 34 + 4 weeks of gestation with severe abdominal pain. …”
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The Drosophila adult brain: short overview of structure, function, and resources Graphical Review Paper by J. Wesley Robinson, Abigail T. Bechard, Ariel K. Frame, Micah R. Evans, Angeline-Claudia Atheby, Shaunik Sharma, Hakeem O. Lawal, Anne F. Simon

“…We do not claim to present an exhaustive exploration of this rapidly expanding field, or of its history. …”
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Gastric Cancer Accompanying Plummer-Vinson Syndrome by Ho Joon Im, Sung Eun Kim, Moo In Park, Seun Ja Park, Won Moon, Jae Hyun Kim, Kyoungwon Jung, Jung Gu Park

“…Therefore, the syndrome accompanied with gastric cancer is even more uncommon. We report a case of a 61-year-old woman with PVS who was diagnosed with gastric cancer and improved after treatment.…”
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The Red Blood Cell as a Gender-Associated Biomarker in Metabolic Syndrome: A Pilot Study by Elisabetta Straface, Lucrezia Gambardella, Antonella Mattatelli, Emanuele Canali, Francesca Boccalini, Luciano Agati, Walter Malorni

“…In the present pilot study (56 patients), some red blood cell parameters in samples from patients with metabolic syndrome and subclinical atherosclerosis, but without any sign of coronary artery disease, have been analyzed. …”
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