Classification of painful or painless diabetic peripheral neuropathy and identification of the most powerful predictors using machine learning models in large cross-sectional cohorts

Autor: Georgios Baskozos, Andreas C. Themistocleous, Harry L. Hebert, Mathilde M. V. Pascal, Jishi John, Brian C. Callaghan, Helen Laycock, Yelena Granovsky, Geert Crombez, David Yarnitsky, Andrew S. C. Rice, Blair H. Smith, David L. H. Bennett

Publikováno v: BMC Medical Informatics and Decision Making, Vol 22, Iss 1, Pp 1-23 (2022)

Abstract Background To improve the treatment of painful Diabetic Peripheral Neuropathy (DPN) and associated co-morbidities, a better understanding of the pathophysiology and risk factors for painful DPN is required. Using harmonised cohorts (N = 1230

Externí odkaz: https://doaj.org/article/513bcb9d16054d3ea31fc23f765b2be5

Magnetic Resonance Imaging as a Biomarker in Diabetic and HIV-Associated Peripheral Neuropathy: A Systematic Review-Based Narrative

Autor: Matthew C. Evans, Charles Wade, David Hohenschurz-Schmidt, Pete Lally, Albert Ugwudike, Kamal Shah, Neal Bangerter, David J. Sharp, Andrew S. C. Rice

Publikováno v: Frontiers in Neuroscience, Vol 15 (2021)

Background: Peripheral neuropathy can be caused by diabetes mellitus and HIV infection, and often leaves patients with treatment-resistant neuropathic pain. To better treat this condition, we need greater understanding of the pathogenesis, as well as

Externí odkaz: https://doaj.org/article/e902604e051b4e4a9c7ba7fd1b8c9683

Machine learning algorithms for systematic review: reducing workload in a preclinical review of animal studies and reducing human screening error

Autor: Alexandra Bannach-Brown, Piotr Przybyła, James Thomas, Andrew S. C. Rice, Sophia Ananiadou, Jing Liao, Malcolm Robert Macleod

Publikováno v: Systematic Reviews, Vol 8, Iss 1, Pp 1-12 (2019)

Abstract Background Here, we outline a method of applying existing machine learning (ML) approaches to aid citation screening in an on-going broad and shallow systematic review of preclinical animal studies. The aim is to achieve a high-performing al

Externí odkaz: https://doaj.org/article/e1430d6421fa47dfad14548b66bff969

Animal models of chemotherapy-induced peripheral neuropathy: A machine-assisted systematic review and meta-analysis.

Autor: Gillian L Currie, Helena N Angel-Scott, Lesley Colvin, Fala Cramond, Kaitlyn Hair, Laila Khandoker, Jing Liao, Malcolm Macleod, Sarah K McCann, Rosie Morland, Nicki Sherratt, Robert Stewart, Ezgi Tanriver-Ayder, James Thomas, Qianying Wang, Rachel Wodarski, Ran Xiong, Andrew S C Rice, Emily S Sena

Publikováno v: PLoS Biology, Vol 17, Iss 5, p e3000243 (2019)

We report a systematic review and meta-analysis of research using animal models of chemotherapy-induced peripheral neuropathy (CIPN). We systematically searched 5 online databases in September 2012 and updated the search in November 2015 using machin

Externí odkaz: https://doaj.org/article/57aada0eb6ad449898cdc04781f480c0

Recommendations for the development, implementation, and reporting of control interventions in efficacy and mechanistic trials of physical, psychological, and self-management therapies: the CoPPS Statement

Autor: David Hohenschurz-Schmidt, Lene Vase, Whitney Scott, Marco Annoni, Oluwafemi K Ajayi, Jürgen Barth, Kim Bennell, Chantal Berna, Joel Bialosky, Felicity Braithwaite, Nanna B Finnerup, Amanda C de C Williams, Elisa Carlino, Francesco Cerritelli, Aleksander Chaibi, Dan Cherkin, Luana Colloca, Pierre Côté, Beth D Darnall, Roni Evans, Laurent Fabre, Vanda Faria, Simon French, Heike Gerger, Winfried Häuser, Rana S Hinman, Dien Ho, Thomas Janssens, Karin Jensen, Chris Johnston, Sigrid Juhl Lunde, Francis Keefe, Robert D Kerns, Helen Koechlin, Alice Kongsted, Lori A Michener, Daniel E Moerman, Frauke Musial, David Newell, Michael Nicholas, Tonya M Palermo, Sara Palermo, Kaya J Peerdeman, Esther M Pogatzki-Zahn, Aaron A Puhl, Lisa Roberts, Giacomo Rossettini, Susan Tomczak Matthiesen, Martin Underwood, Paul Vaucher, Jan Vollert, Karolina Wartolowska, Katja Weimer, Christoph Patrick Werner, Andrew S C Rice, Jerry Draper-Rodi

Publikováno v: Hohenschurz-Schmidt, D, Vase, L, Scott, W, Annoni, M, Ajayi, O K, Barth, J, Bennell, K, Berna, C, Bialosky, J, Braithwaite, F, Finnerup, N B, Williams, A C D C, Carlino, E, Cerritelli, F, Chaibi, A, Cherkin, D, Colloca, L, Côté, P, Darnall, B D, Evans, R, Fabre, L, Faria, V, French, S, Gerger, H, Häuser, W, Hinman, R S, Ho, D, Janssens, T, Jensen, K, Johnston, C, Juhl lunde, S, Keefe, F, Kerns, R D, Koechlin, H, Kongsted, A, Michener, L A, Moerman, D E, Musial, F, Newell, D, Nicholas, M, Palermo, T M, Palermo, S, Peerdeman, K J, Pogatzki-Zahn, E M, Puhl, A A, Roberts, L, Rossettini, G, Tomczak matthiesen, S, Underwood, M, Vaucher, P, Vollert, J, Wartolowska, K, Weimer, K, Werner, C P, Rice, A S C & Draper-Rodi, J 2023, ' Recommendations for the development, implementation, and reporting of control interventions in efficacy and mechanistic trials of physical, psychological, and self-management therapies : the CoPPS Statement ', British Medical Journal, vol. 381, e072108 . https://doi.org/10.1136/bmj-2022-072108
BMJ (Clinical research ed.), 381:e072108. BMJ Publishing Group
Hohenschurz-Schmidt, D, Vase, L, Scott, W, Annoni, M, Ajayi, O K, Barth, J, Bennell, K, Berna, C, Bialosky, J, Braithwaite, F, Finnerup, N B, Williams, A C D C, Carlino, E, Cerritelli, F, Chaibi, A, Cherkin, D, Colloca, L, Côté, P, Darnall, B D, Evans, R, Fabre, L, Faria, V, French, S, Gerger, H, Häuser, W, Hinman, R S, Ho, D, Janssens, T, Jensen, K, Johnston, C, Juhl Lunde, S, Keefe, F, Kerns, R D, Koechlin, H, Kongsted, A, Michener, L A, Moerman, D E, Musial, F, Newell, D, Nicholas, M, Palermo, T M, Palermo, S, Peerdeman, K J, Pogatzki-Zahn, E M, Puhl, A A, Roberts, L, Rossettini, G, Tomczak Matthiesen, S, Underwood, M, Vaucher, P, Vollert, J, Wartolowska, K, Weimer, K, Werner, C P, Rice, A S C & Draper-Rodi, J 2023, ' Recommendations for the development, implementation, and reporting of control interventions in efficacy and mechanistic trials of physical, psychological, and self-management therapies : the CoPPS Statement ', BMJ, vol. 381, e072108 . https://doi.org/10.1136/bmj-2022-072108

Refereed/Peer-reviewed Control interventions (often called “sham,” “placebo,” or “attention controls”) are essential for studying the efficacy or mechanism of physical, psychological, and self-management interventions in clinical trials.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f216d328728aa141cad0a6f25bc46db
https://hdl.handle.net/2318/1905774