Recurrent urinary tract infections and prophylactic antibiotic use in women: cross-sectional study by Sanyaolu, L, Best, V, Cannings-John, R, Wood, F, Edwards, A, Akbari, A, Hayward, G, Ahmed, H

MIGHTEE: the continuum survey Data Release 1 by Hale, CL, Heywood, I, Jarvis, MJ, Whittam, IH, Best, PN, An, F, Bowler, RAA, Harrison, I, Matthews, A, Smith, DJB, Taylor, AR, Vaccari, M

Supporting insulin initiation in type 2 diabetes in primary care: results of the Stepping Up pragmatic cluster randomised controlled clinical trial by Furler, John, O’Neal, David, Speight, Jane, Manski-Nankervis, Jo-Anne, Gorelik, Alexandra, Holmes-Truscott, Elizabeth, Ginnivan, Louise, Young, Doris, Best, James, Patterson, Elizabeth, Liew, Danny, Segal, Leonie, May, Carl, Blackberry, Irene

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Results of the first recorded evaluation of a national gestational diabetes mellitus register : challenges in screening, registration, and follow-up for diabetes risk by Boyle, Douglas I. R., Versace, Vincent L., Dunbar, James A., Scheil, Wendy, Janus, Edward, Oats, Jeremy J. N., Skinner, Timothy, Shih, Sophy, O’Reilly, Sharleen, Sikaris, Ken, Kelsall, Liza, Phillips, Paddy A., Best, James D.

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Foot care behaviours and associated factors among patients with type 2 diabetes: a cross-sectional study by Ang, Chin-Siang, Goh, Kelley Fann Ing, Lodh, Nandika, Qin, Vicky Mengqi, Liew, Huiling, Sidhu, Harvinder Raj Singh, Ng, Jun Jie, Subramaniam, Tavintharan, Tan, Elaine, Koh, Gerald Choon Huat, Best, James, Wong, Julian, Car, Josip, Ho, Andy Hau Yan, Venkataraman, Kavita

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Surgical Site Infection after Craniotomy in Neuro-Oncology (SINO): A protocol for an international prospective multicentre service evaluation across the United Kingdom and Ireland by Lee, KS, Borbas, B, Chaudhry, D, Kuri, A, Best, L, Gillespie, CS, Dehbi, H, Aquilina, K, Brennan, P, Plaha, P, Ashkan, K, Jenkinson, MD, Price, SJ, British Neurosurgical Trainee Research Collaborative (BNTRC), Society of British Neurological Surgeons (SBNS), Neurology and Neurosurgery Interest Group (NANSIG)

Adherence to the eatwell guide and population and planetary health: a rank prize forum report by Shannon, OM, Townsend, O, Malcolmson, FC, Matu, J, Griffiths, A, Jennings, A, Ward, N, Papier, K, Best, N, French, C, Scheelbeek, P, Kim, C, Ochieng, B, Jay, F, Shepherd, K, Corfe, B, Fairley, A, McEnvoy, CT, Minihane, A-M, Sim, YJ, Stevenson, E, Gregory, S

GP-OSMOTIC trial protocol : an individually randomised controlled trial to determine the effect of retrospective continuous glucose monitoring (r-CGM) on HbA1c in adults with type... by Furler, John, O’Neal, David Norman, Speight, Jane, Blackberry, Irene, Manski-Nankervis, Jo-Anne, Thuraisingam, Sharmala, de La Rue, Katie, Ginnivan, Louise, Browne, Jessica Lea, Holmes-Truscott, Elizabeth, Khunti, Kamlesh, Dalziel, Kim, Chiang, Jason, Audehm, Ralph, Kennedy, Mark, Clark, Malcolm, Jenkins, Alicia Josephine, Liew, Danny, Clarke, Philip, Best, James

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Arabidopsis RCD1 coordinates chloroplast and mitochondrial functions through interaction with ANAC transcription factors by Shapiguzov, Alexey, Fernie, Alisdair R., Vainonen, Julia P., Hunter, Kerri, Tossavainen, Helena, Tiwari, Arjun, Järvi, Sari, Hellman, Maarit, Aarabi, Fayezeh, Alseekh, Saleh, Wybouw, Brecht, Van Der Kelen, Katrien, Nikkanen, Lauri, Krasensky-Wrzaczek, Julia, Sipari, Nina, Keinänen, Markku, Tyystjärvi, Esa, Rintamäki, Eevi, De Rybel, Bert, Salojärvi, Jarkko, Van Breusegem, Frank, Brosché, Mikael, Permi, Perttu, Aro, Eva-Mari, Wrzaczek, Michael, Kangasjärvi, Jaakko

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Adiposity and metabolic health in Asian populations: an epidemiological study using dual-energy x-ray absorptiometry in Singapore by Mina, Theresia, Xie, Wubin, Low, Dorrain Yanwen, Wang, Xiaoyan, Lam, Benjamin Chih Chiang, Sadhu, Nilanjana, Ng, Hong Kiat, Nur-Azizah Aziz, Tong, Terry Yoke Yin, Kerk, Swat Kim, Choo, Wee Lin, Low, Guo Liang, Halimah Ibrahim, Lim, Liming, Tai, E Shyong, Wansaicheong, Gervais, Dalan, Rinkoo, Yew, Yik Weng, Elliott, Paul, Riboli, Elio, Loh, Marie, Ngeow, Joanne, Lee, Eng Sing, Lee, Jimmy, Best, James, Chambers, John

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AI based stock market trending analysis by Goon, Redmond Aldric Yonghao

“…BERT achieved the best evaluation results of 0.957, 0.931, 0.964, and 0.947 for accuracy, precision, recall, and f1 score respectively. …”
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Does bankruptcy law prevent internalization of environmental costs: evidence from China by Li, Xingwei

“…The principle requires those responsible for environmental damage or imminent threats of damage to bear the necessary costs of remediation and prevention. …”
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Effect of iron (III) oxide concentration on the performance of meta-resonators embedded in cementitious matrix by Sum, Yee Loon, Rheinheimer, Vanessa, Soong, Boon Hee, Paulo J. M., Monteiro

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Generalized AutoNLP model for name entity recognition task by Wong, Yung Shen

“…After the remarkable achievement obtained by the introduction of BERT in various NLP related tasks, studies had been more focused on deep-learning based approach to represent the raw input sequence of string words. …”
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Optimal network charge for peer-to-peer energy trading: a grid perspective by Yang, Yu, Chen, Yue, Hu, Guoqiang, Spanos, Costas J.

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Large scale paired antibody language models by Kenlay, H, Dreyer, FA, Kovaltsuk, A, Miketa, D, Pires, D, Deane, CM

“…To address this challenge, we present IgBert and IgT5, the best performing antibody-specific language models developed to date which can consistently handle both paired and unpaired variable region sequences as input. …”

Lightweight transformers for clinical natural language processing by Rohanian, O, Nouriborji, M, Jauncey, H, Kouchaki, S, Nooralahzadeh, F, Clifton, L, Merson, L, Clifton, DA

“…Specialised pre-trained language models are becoming more frequent in Natural language Processing (NLP) since they can potentially outperform models trained on generic texts. BioBERT (Sanh et al., Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter. …”

Keyword and named entity recognition on emergency call texts by Hu, Wanyu

“…This report summarizes the work that has been done in the Final Year Project on the topic Keyword and Named Entity Recognition on Emergency Call Texts. …”
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Topological data analysis for fake news detection by Deng, Ran

“…For this task, three individual models have been used: least absolute shrinkage and selection operator (LASSO) using 0th Dimensional Persistent Image (PI) vectors, Bidirectional Long Short-Term Memory (BiLSTM), and Bidirectional Encoder Representations from Transformers (BERT). …”
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Object-oriented indoor navigation for delivery robot by Li, Yuanwei

“…Although the BERT model has good performance in VLN, the mismatch between instructions and visual information at the input leads to navigation errors for robots in similar scenes. …”
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