Architecting ML-enabled systems: Challenges, best practices, and design decisions von Nazir, Roger, Bucaioni, Alessio, Pelliccione, Patrizio

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Population structure, biogeography and transmissibility of Mycobacterium tuberculosis von Freschi, Luca, Vargas, Roger, Husain, Ashaque, Kamal, S. M. Mostofa, Skrahina, Alena, Tahseen, Sabira, Ismail, Nazir, Barbova, Anna, Niemann, Stefan, Cirillo, Daniela Maria, Dean, Anna S., Zignol, Matteo, Farhat, Maha Reda

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Unveiling the Diagnostic and Therapeutic Challenges: A Singular Case of Syphilitic Myelitis in an HIV-positive Patient (P9-13.004) von Ahmed, Zaka, Nazir, Talha, Mohamud, Safia, Oyawusi, Mosunmola, Weir, Roger

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Changes in in-hospital mortality in the first wave of COVID-19: a multicentre prospective observational cohort study using the WHO Clinical Characterisation Protocol UK von Docherty, Annemarie B, Hardwick, Hayley E, Harrison, Janet, Ho, Antonia, Hughes, David M, Keogh, Ruth H, Russell, Clark D, Tom, Brian DM, Harrison, Ewen M, Semple, Malcolm G, Semple, Malcolm G, Carson, Gail, Alex, Beatrice, Bogaert, Debby, da Silva Filipe, Ana, Fletcher, Tom, Green, Christopher A, Ijaz, Samreen, Khoo, Say, Law, Andrew, Lim, Wei Shen, Meynert, Alison M, Paxton, William A, Robertson, David L, Summers, Charlotte, Turtle, Lance CW, Gupta, Rishi K, Oosthuyzen, Wilna, Norman, Lisa, Drake, Thomas M, Mclean, Kenneth A, Roberts, Stephanie, Connor, Marie, Leeming, Gary, Scott-Brown, James, Ahmed, Katie A, Asiimwe, Innocent G, Barlow, Samantha L, Brennan, Benjamin, Cox, Helen, Dunn, Chris, Elliott, Angela, Finch, Lorna, Jones, Trevor R, Kiy, Robyn T, McEvoy, Laurence, Miah, Nahida S, Prince, Tessa, Small, Benjamin, Szemiel, Agnieska, Taggart, Aislynn, Trochu, Erwan, Wilcock, Eve, Doce Carracedo, Alejandra, Agwuh, Ken, Angus, Brian, Barrett, Nicholas, Bernatoniene, Jolanta, Berridge, John, Burtenshaw, Andrew, Caruth, Vikki, Child, Jenny, Clark, Tom, Collini, Paul, Dawson, Chris, Dervisevic, Samir, Gkrania-Klotsas, Effrossyni, Godden, Jo, Goldsmith, Arthur, Hardy, Elaine, Harvey, Daniel, Hodgson, Luke, Jacobs, Michael, Kegg, Stephen, Kendall, Jason, Linnett, Vanessa, MacMahon, Michael, MacNaughton, Emily, McEwen, Ruth, Mills, Gary, Moore, Elinoor, Moses, Samuel, Nelson, Mark, O'Shea, Matthew K, Pais, Mark, Peters, Mark, Rousseau, Guy, Saluja, Taranprit, Shanmuga, Prad, Shankar-Hari, Manu, Smith, Richard, Snelson, Catherine, Tridente, Ascanio, Visuvanathan, Shico, Walden, Andrew, Whittaker, Paul, Whittington, Ashley, Williams, Martin, Wolverson, Adam, Young, Peter

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Early Monitoring of Health Status of Plantation-Grown Eucalyptus pellita at Large Spatial Scale via Visible Spectrum Imaging of Canopy Foliage Using Unmanned Aerial Vehicles von Megat Mohamed Nazir, Megat Najib, Terhem, Razak, Norhisham, Ahmad R., Mohd Razali, Sheriza, Meder, Roger

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Residual Lung Abnormalities after COVID-19 Hospitalization: Interim Analysis of the UKILD Post-COVID-19 Study von Stewart, Iain, Jacob, Joseph, George, Peter M, Molyneaux, Philip L, Porter, Joanna C, Allen, Richard J, Aslani, Shahab, Baillie, J Kenneth, Barratt, Shaney L, Beirne, Paul, Bianchi, Stephen M, Blaikley, John F, Chalmers, James D, Chambers, Rachel C, Chadhuri, Nazia, Coleman, Christopher, Collier, Guilhem, Denneny, Emma K, Docherty, Annemarie, Elneima, Omer, Evans, Rachael A, Fabbri, Laura, Gibbons, Michael A, Gleeson, Fergus V, Gooptu, Bibek, Greening, Neil J, Guio, Beatriz Guillen, Hall, Ian P, Hanley, Neil A, Harris, Victoria, Harrison, Ewen M, Heightman, Melissa, Hillman, Toby E, Horsley, Alex, Houchen-Wolloff, Linzy, Jarrold, Ian, Johnson, Simon R, Jones, Mark G, Khan, Fasihul, Lawson, Rod, Leavy, Olivia, Lone, Nazir, Marks, Michael, McAuley, Hamish, Mehta, Puja, Parekh, Dhruv, Hanley, Karen Piper, Platé, Manuela, Pearl, John, Poinasamy, Krisnah, Quint, Jennifer K, Raman, Betty, Richardson, Matthew, Rivera-Ortega, Pilar, Saunders, Laura, Saunders, Ruth, Semple, Malcolm G, Sereno, Marco, Shikotra, Aarti, Simpson, A John, Singapuri, Amisha, Smith, David J F, Spears, Mark, Spencer, Lisa G, Stanel, Stefan, Thickett, David R, Thompson, A A Roger, Thorpe, Mathew, Walsh, Simon L F, Walker, Samantha, Weatherley, Nicholas David, Weeks, Mark E, Wild, Jim M, Wootton, Dan G, Brightling, Chris E, Ho, Ling-Pei, Wain, Louise V, Jenkins, Gisli R

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Nondietary Cardiovascular Health Metrics With Patient Experience and Loss of Productivity Among US Adults Without Cardiovascular Disease: The Medical Expenditure Panel Survey 2006... von Tibuakuu, Martin, Okunrintemi, Victor, Savji, Nazir, Stone, Neil J, Virani, Salim S, Blankstein, Ron, Thamman, Ritu, Blumenthal, Roger S, Michos, Erin D

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Estimation of country-specific tuberculosis resistance antibiograms using pathogen genomics and machine learning von Dixit, Avika, Freschi, Luca, Vargas, Roger, Gröschel, Matthias I, Nakhoul, Maria, Tahseen, Sabira, Alam, S M Masud, Kamal, S M Mostofa, Skrahina, Alena, Basilio, Ramon P, Lim, Dodge R, Ismail, Nazir, Farhat, Maha R

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Large-scale phenotyping of patients with long COVID post-hospitalization reveals mechanistic subtypes of disease von Liew, Felicity, Efstathiou, Claudia, Fontanella, Sara, Richardson, Matthew, Saunders, Ruth, Swieboda, Dawid, Sidhu, Jasmin K, Ascough, Stephanie, Moore, Shona C, Mohamed, Noura, Nunag, Jose, King, Clara, Leavy, Olivia C, Elneima, Omer, McAuley, Hamish JC, Shikotra, Aarti, Singapuri, Amisha, Sereno, Marco, Harris, Victoria C, Houchen-Wolloff, Linzy, Greening, Neil J, Lone, Nazir I, Thorpe, Matthew, Thompson, AA Roger, Rowland-Jones, Sarah L, Docherty, Annemarie B, Chalmers, James D, Ho, Ling-Pei, Horsley, Alexander, Raman, Betty, Poinasamy, Krisnah, Marks, Michael, Kon, Onn Min, Howard, Luke S, Wootton, Daniel G, Quint, Jennifer K, de Silva, Thushan I, Ho, Antonia, Chiu, Christopher, Harrison, Ewen M, Greenhalf, William, Baillie, J Kenneth, Semple, Malcolm G, Turtle, Lance, Evans, Rachael A, Wain, Louise V, Brightling, Christopher, Thwaites, Ryan S, Openshaw, Peter JM, PHOSP-COVID collaborative group, ISARIC investigators

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Cohort Profile: Post-Hospitalisation COVID-19 (PHOSP-COVID) study von Elneima, Omer, McAuley, Hamish J C, Leavy, Olivia C, Chalmers, James D, Horsley, Alex, Ho, Ling-Pei, Marks, Michael, Poinasamy, Krisnah, Raman, Betty, Shikotra, Aarti, Singapuri, Amisha, Sereno, Marco, Harris, Victoria C, Houchen-Wolloff, Linzy, Saunders, Ruth M, Greening, Neil J, Richardson, Matthew, Quint, Jennifer K, Briggs, Andrew, Docherty, Annemarie B, Kerr, Steven, Harrison, Ewen M, Lone, Nazir I, Thorpe, Mathew, Heaney, Liam G, Lewis, Keir E, Aul, Raminder, Beirne, Paul, Bolton, Charlotte E, Brown, Jeremy S, Choudhury, Gourab, Bakerly, Nawar Diar, Easom, Nicholas, Echevarria, Carlos, Fuld, Jonathan, Hart, Nick, Hurst, John R, Jones, Mark G, Parekh, Dhruv, Pfeffer, Paul, Rahman, Najib M, Rowland-Jones, Sarah L, Thompson, Aa Roger, Jolley, Caroline, Shah, Ajay M, Wootton, Dan G, Chalder, Trudie, Davies, Melanie J, De Soyza, Anthony, Geddes, John R, Greenhalf, William, Heller, Simon, Howard, Luke S, Jacob, Joseph, Jenkins, R Gisli, Lord, Janet M, Man, William D-C, McCann, Gerry P, Neubauer, Stefan, Openshaw, Peter Jm, Porter, Joanna C, Rowland, Matthew J, Scott, Janet T, Semple, Malcolm G, Singh, Sally J, Thomas, David C, Toshner, Mark, Smith, Nikki, Sheikh, Aziz, Brightling, Christopher E, Wain, Louise V, Evans, Rachael A

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Abstract 25: Patient-reported Outcomes, Resource Utilization, and Healthcare Expenditures Across the 3 Major Atherosclerotic Diseases: The Medical Expenditure Panel Survey (meps) von Tibuakuu, Martin, Okunrintemi, Victor, Shahu, Andi, Ratchford, Ratchford V, Savji, Nazir, Blumenthal, Roger S, Thamman, Ritu, Mahtta, Dhruv, Virani, Salim S, Michos, Erin D

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1-year health outcomes associated with systemic corticosteroids for COVID-19: a longitudinal cohort study von Leavy, Olivia C, Russell, Richard J, Harrison, Ewen M, Lone, Nazir I, Kerr, Steven, Docherty, Annemarie B, Sheikh, Aziz, Richardson, Matthew, Elneima, Omer, Greening, Neil J, Harris, Victoria Claire, Houchen-Wolloff, Linzy, McAuley, Hamish J C, Saunders, Ruth M, Sereno, Marco, Shikotra, Aarti, Singapuri, Amisha, Aul, Raminder, Beirne, Paul, Bolton, Charlotte E, Brown, Jeremy S, Choudhury, Gourab, Diar Bakerly, Nawar, Easom, Nicholas, Echevarria, Carlos, Fuld, Jonathan, Hart, Nick, Hurst, John R, Jones, Mark, Parekh, Dhruv, Pfeffer, Paul, Rahman, Najib M, Rowland-Jones, Sarah, Shah, Ajay M, Wootton, Dan G, Jolley, Caroline, Thompson, A A Roger, Chalder, Trudie, Davies, Melanie J, De Soyza, Anthony, Geddes, John R, Greenhalf, William, Heller, Simon, Howard, Luke, Jacob, Joseph, Jenkins, R Gisli, Lord, Janet M, Man, Will D-C, McCann, Gerry P, Neubauer, Stefan, Openshaw, Peter J M, Porter, Joanna, Rowland, Matthew J, Scott, Janet T, Semple, Malcolm G, Singh, Sally J, Thomas, David, Toshner, Mark, Lewis, Keir, Heaney, Liam G, Briggs, Andrew, Zheng, Bang, Thorpe, Mathew, Quint, Jennifer K, Chalmers, James D, Ho, Ling-Pei, Horsley, Alex, Marks, Michael, Poinasamy, Krisnah, Raman, Betty, Wain, Louise V, Brightling, Christopher E, Evans, Rachael A

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OOCQM: Object Oriented Code Quality Meter von Shaheen, Asma, Qamar, Usman, Nazir, Aiman, Bibi, Raheela, Ansar, Munazza, Zafar, Iqra

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THE COMPLETE VERSUS LESION ONLY PRIMARY PCI TRIAL-CARDIOVASCULAR MRI SUBSTUDY (CVLPRIT-CMR) von Khan, Jamal Nasir, Greenwood, John P, Nazir, Sheraz A, Dalby, Miles, Curzen, Nick, Hetherington, Simon, Kelly, Damian J, Blackman, Daniel, Peebles, Charles, Wong, Joyce, Swanton, Howard, Flather, Marcus, Hall, Roger, Gershlick, Anthony H, McCann, Gerry P

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Compendium of Colletotrichum graminicola responsive infection-induced transcriptomic shifts in the maize von Bhat, Nadiem Nazir, Padder, Bilal A., Barthelson, Roger A., Andrabi, Khurshid I.

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1653. Estimation of country-specific tuberculosis antibiograms using a wide and deep neural net on a large genomic dataset von Dixit, Avika, Freschi, Luca, Vargas, Roger, Groeschel, Matthias, Chen, Michael, Tahseen, Sabira, Kamal, S M Mostofa, Ismail, Nazir A, Farhat, Maha

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Effects of sleep disturbance on dyspnoea and impaired lung function following hospital admission due to COVID-19 in the UK: a prospective multicentre cohort study von Jackson, Callum, Stewart, Iain D, Plekhanova, Tatiana, Cunningham, Peter S, Hazel, Andrew L, Al-Sheklly, Bashar, Aul, Raminder, Bolton, Charlotte E, Chalder, Trudie, Chalmers, James D, Chaudhuri, Nazia, Docherty, Annemarie B, Donaldson, Gavin, Edwardson, Charlotte L, Elneima, Omer, Greening, Neil J, Hanley, Neil A, Harris, Victoria C, Harrison, Ewen M, Ho, Ling-Pei, Houchen-Wolloff, Linzy, Howard, Luke S, Jolley, Caroline J, Jones, Mark G, Leavy, Olivia C, Lewis, Keir E, Lone, Nazir I, Marks, Michael, McAuley, Hamish JC, McNarry, Melitta A, Patel, Brijesh V, Piper-Hanley, Karen, Poinasamy, Krisnah, Raman, Betty, Richardson, Matthew, Rivera-Ortega, Pilar, Rowland-Jones, Sarah L, Rowlands, Alex V, Saunders, Ruth M, Scott, Janet T, Sereno, Marco, Shah, Ajay M, Shikotra, Aarti, Singapuri, Amisha, Stanel, Stefan C, Thorpe, Mathew, Wootton, Daniel G, Yates, Thomas, Gisli Jenkins, R, Singh, Sally J, Man, William D-C, Brightling, Christopher E, Wain, Louise V, Porter, Joanna C, Thompson, AA Roger, Horsley, Alex, Molyneaux, Philip L, Evans, Rachael A, Jones, Samuel E, Rutter, Martin K, Blaikley, John F, PHOSP-COVID Study Collaborative Group

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Abstract 11879: Non-Dietary Cardiovascular Health Metrics and Their Association With Patient-Reported Outcomes Among US Adults Without Cardiovascular Disease: The Medical Expenditu... von Okunrintemi, Victor, Tibuakuu, Martin, Savji, Nazir, Virani, Salim S, Stone, Neil J, Blankstein, Ron, Blumenthal, Roger S, Michos, Erin D

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Abstract 13913: Predictive Ability of Positive Risk Enhancing Factors and Coronary Artery Calcium Scoring in the Multi-Ethnic Study of Atherosclerosis von Pallazola, Vincent A, Sathiyakumar, Vasanth, Ogunmoroti, Oluseye, Savji, Nazir, Tsai, Michael Y, Liu, Kiang, Cushman, Mary, Yeboah, Joseph, Blaha, Michael J, Blumenthal, Roger S, Martin, Seth S

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1-year health outcomes associated with systemic corticosteroids for COVID-19: a longitudinal cohort study von Leavy, Olivia C, Russell, Richard J, Harrison, Ewen M, Lone, Nazir I, Kerr, Steven, Docherty, Annemarie B, Sheikh, Aziz, Richardson, Matthew, Elneima, Omer, Greening, Neil J, Harris, Victoria Claire, Houchen-Wolloff, Linzy, McAuley, Hamish JC, Saunders, Ruth M, Sereno, Marco, Shikotra, Aarti, Singapuri, Amisha, Aul, Raminder, Beirne, Paul, Bolton, Charlotte E, Brown, Jeremy S, Choudhury, Gourab, Diar Bakerly, Nawar, Easom, Nicholas, Echevarria, Carlos, Fuld, Jonathan, Hart, Nick, Hurst, John R, Jones, Mark, Parekh, Dhruv, Pfeffer, Paul, Rahman, Najib M, Rowland-Jones, Sarah, Shah, Ajay M, Wootton, Dan G, Jolley, Caroline, Thompson, AA Roger, Chalder, Trudie, Davies, Melanie J, De Soyza, Anthony, Geddes, John R, Greenhalf, William, Heller, Simon, Howard, Luke, Jacob, Joseph, Jenkins, R Gisli, Lord, Janet M, Man, Will D-C, McCann, Gerry P, Neubauer, Stefan, Openshaw, Peter JM, Porter, Joanna, Rowland, Matthew J, Scott, Janet T, Semple, Malcolm G, Singh, Sally J, Thomas, David, Toshner, Mark, Lewis, Keir, Heaney, Liam G, Briggs, Andrew, Zheng, Bang, Thorpe, Mathew, Quint, Jennifer K, Chalmers, James D, Ho, Ling-Pei, Horsley, Alex, Marks, Michael, Poinasamy, Krisnah, Raman, Betty, Wain, Louise V, Brightling, Christopher E, Evans, Rachael A

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