Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

Autor: Zhao, Yidong, Tourais, Joao, Pierce, Iain, Nitsche, Christian, Treibel, Thomas A., Weingärtner, Sebastian, Schweidtmann, Artur M., Tao, Qian

Publikováno v: Machine.Learning.for.Biomedical.Imaging. 2 (2024)

Deep learning (DL)-based methods have achieved state-of-the-art performance for many medical image segmentation tasks. Nevertheless, recent studies show that deep neural networks (DNNs) can be miscalibrated and overconfident, leading to "silent failu

Externí odkaz: http://arxiv.org/abs/2403.02311

Feasibility of relaxation along a fictitious field in the 2nd rotating frame (TRAFF2) mapping in the human myocardium at 3 T

Autor: Joao Tourais, Maša Božić-Iven, Yidong Zhao, Qian Tao, Iain Pierce, Christian Nitsche, George D. Thornton, Lothar R. Schad, Thomas A. Treibel, Sebastian Weingärtner, Mehmet Akçakaya

Publikováno v: Frontiers in Cardiovascular Medicine, Vol 11 (2024)

PurposeEvaluate the feasibility of quantification of Relaxation Along a Fictitious Field in the 2nd rotating frame (RAFF2) relaxation times in the human myocardium at 3 T.MethodsTRAFF2 mapping was performed using a breath-held ECG-gated acquisition o

Externí odkaz: https://doaj.org/article/7048ac4a185a4bd2bb904b14f6afc14e

Diagnostic utility of electrocardiogram for screening of cardiac injury on cardiac magnetic resonance in post-hospitalised COVID-19 patients: a prospective multicenter study

Autor: Samat, Azlan Helmy Abd, Cassar, Mark P., Akhtar, Abid M., McCracken, Celeste, Ashkir, Zakariye M., Mills, Rebecca, Moss, Alastair J., Finnigan, Lucy E.M., Lewandowski, Adam J., Mahmod, Masliza, Ogbole, Godwin I., Tunnicliffe, Elizabeth M., Lukaschuk, Elena, Piechnik, Stefan K., Ferreira, Vanessa M., Nikolaidou, Chrysovalantou, Rahman, Najib M., Ho, Ling-Pei, Harris, Victoria C., Singapuri, Amisha, Manisty, Charlotte, O'Regan, Declan P., Weir-McCall, Jonathan R., Steeds, Richard P., LLM, Krisnah Poinasamy, Cuthbertson, Dan J., Kemp, Graham J., Horsley, Alexander, Miller, Christopher A., O'Brien, Caitlin, Chiribiri, Amedeo, Francis, Susan T., Chalmers, James D., Plein, Sven, Poener, Ana-Maria, Wild, James M., Treibel, Thomas A., Marks, Michael, Toshner, Mark, Wain, Louise V., Evans, Rachael A., Brightling, Christopher E., Neubauer, Stefan, McCann, Gerry P., Raman, Betty

Publikováno v: In International Journal of Cardiology 15 November 2024 415

Long COVID and cardiovascular disease: a prospective cohort study

Autor: Amitava Banerjee, Jennifer Kathleen Quint, Linzy Houchen-Wolloff, S Thomas, Kamlesh Khunti, Naveed Sattar, J Breeze, Michael Marks, S Johnson, D Smith, C Wright, Colin Berry, Matthew Richardson, Ling-Pei Ho, C Tong, Amisha Singapuri, J Chen, Gerry P McCann, J Cole, X Li, J Greenwood, S Plein, A Brown, J Smith, J Brown, M Brown, J Lewis, A Young, Nicholas L Mills, A Banerjee, R Hughes, C King, L Osborne, S Jones, A Wilson, R Francis, Stefan Neubauer, D Wilkinson, P Marino, N Hart, G Kaltsakas, Alastair James Moss, Betty Raman, John Greenwood, F Khan, J Martin, S Smith, A Casey, A Sheikh, P Carter, T Thompson, B Patel, N Rahman, C Coleman, N Smith, B Williams, K Turner, D Lee, S Barratt, J Williams, L Jones, A Smith, A Gupta, R Reddy, S White, N Williams, A Michael, V Turner, H Evans, L Hall, C Lawson, J Hughes, H Gordon, C Dawson, A Ford, J Simpson, C Bloomfield, E Lee, A Taylor, D Anderson, J Clarke, S Turner, K Shaw, P Shah, S Misra, J Evans, H Jones, M Ali, A Arias, C Dupont, A Harvey, J Wormleighton, A Reed, L Pearce, P Harrison, M Marks, K Shah, J Cooper, C Berry, C David, J Parmar, R Ahmed, P Almeida, M Holland, L Lim, J Mitchell, K Bennett, S Walker, S Ahmad, M Begum, B Young, L Wright, M Holmes, N Sattar, D Clark, Ewen Harrison, M Sharma, J Teixeira, S Patel, D Thomas, I B McInnes, Nazir I Lone, D Grieve, D Griffin, S Siddiqui, E Turner, K McGlynn, C Mills, N Mohamed, A Hosseini, S Knight, K Samuel, L Smith, Chris Brightling, B Guillen-Guio, A Dewar, C Bourne, SJ Singh, RA Evans, I Vogiatzis, D Parekh, S Mandal, H Adamali, M Heightman, P Rivera-Ortega, S Stanel, N Chaudhuri, Y Cheng, L Bishop, F Gleeson, S Janes, D Baldwin, D Arnold, N Maskell, T Nicholson, L Howard, M Toshner, M Steiner, A Price, D Price, M Lipman, A Shaw, J Busby, M Patel, L McGarvey, R Evans, S West, N Petousi, D Thickett, T Gorsuch, J Fuld, P Cullinan, L Houchen-Wolloff, R Free, E Daynes, A De Soyza, E Harris, H Parfrey, F Woodhead, L Watson, K Jiwa, G Davies, G Jones, J Hurst, M Spears, J Finch, A Dipper, C Echevarria, G Jenkins, I Stewart, E Sapey, N Talbot, B Gooptu, M Richardson, P Greenhaff, K Roy, S Holden, R Russell, M Gibbons, A Morley, J Porter, R Djukanovic, V Lewis, T Shaw, Jayanth Ranjit Arnold, K Elliott, S Young, A David, C Armour, S Edwards, H Henson, P Atkin, A Daniels, L Zeidan, M Broome, M Gill, A Broadley, L Matthews, H Redfearn, S Kelly, C Thomas, D Evans, Z Omar, E Perkins, Annemarie B Docherty, J George, S Wessely, R Upthegrove, L Lavelle-Langham, D Bell, James Chalmers, Alun D Hughes, Victoria Harris, B Cooper, S Byrne, P Moss, C Singh, S Painter, A McMahon, M Ainsworth, K Scott, G Mills, C Carr, D Jones, D Faluyi, S Kerr, A Richards, S Parker, P Dark, T Jackson, L Carr, C Taylor, E Watson, C Vickers, L Armstrong, B Hairsine, L Allsop, L Stephenson, E Beranova, M Bates, C McGhee, M Harvey, A Cook, S Dunn, I Wynter, H Tench, R Loosley, J Featherstone, L Bailey, D Wilson, N Gautam, A Burns, Neil J Greening, B Card, N Powell, T Craig, L Daines, CM Nolan, RE Barker, JA Walsh, O Polgar, S Diver, J Quint, A Dunleavy, C Avram, C Francis, R Aul, J Rossdale, G Burns, H Tedd, T Felton, L Morrison, C Xie, D Menzies, A Haggar, S Marciniak, S Francis, T Dong, H Jarvis, S Brill, A Martineau, F Liew, P Haldar, C Price, A Butt, T Kabir, N Armstrong, P Beirne, E Cox, W Storrar, P Beckett, W Ibrahim, S Cooper, D Lewis, E Robinson, L Allan, C Antoniades, J T Scott, K Radhakrishnan, N Bishop, J Taylor, J Kirk, C Heeley, M Hewitt, J Watson, J Hutchinson, L Finnigan, D Lomas, S Macdonald, H Chinoy, A Ross, A Mohamed, M Soares, C Oliver, A Lucey, N Simpson, N Basu, S Logan, M J Davies, P C Calder, L Griffiths, K Davies, J McNeill, X Fu, P Cairns, F Davies, M Xu, J Quigley, A Ramos, R Stone, K Roberts, A Prabhu, L Robinson, C Wood, M Baldwin, S Wright, M G Jones, K Saunders, C O’Brien, N Rogers, S Heller, K Chapman, C O'Brien, J M Wild, A L Tan, J McCormick, C Childs, C Coupland, M Buch, J Dennis, G Baxter, H Welch, A D Hughes, M J McMahon, A Howell, J Kwan, A Rowland, A Ashworth, S Walsh, J Owen, I Jones, E McIvor, D Connell, R Thwaites, A McGovern, J Petrie, G Arbane, R Butcher, C Brookes, K Khunti, T Yates, P Chowienczyk, M Witham, M Stern, M Marshall, S Payne, L S Howard, J Woods, A Hormis, C Johnson, J Jacob, P McArdle, T Chalder, K Holmes, M Sharpe, D Stensel, T Peto, F Chan, H Ramos, C E Bolton, J-H Lee, P Mehta, M Ashworth, M Dalton, A Lloyd, L Austin, C Sampson, S Palmer, P Klenerman, K Howard, I Rudan, A McQueen, K Fallon, Catherine Bagot, M Webster, E Davies, S Jose, A McArdle, D Johnston, H Fisher, C Lynch, T Hardy, S Mohammed, V C Harris, B Elliott, G Coakley, J Stockley, S Barrett, E Guthrie, Y Peng, M Ventura, N Selby, A Briggs, G Stephens, E Richardson, K Bhui, J McIntosh, K Lewis, N French, H Qureshi, M Henderson, A Elliott, N I Lone, C Clark, K Ismail, C Summers, S Fletcher, J Rowland, M Hotopf, A Korszun, S Shashaa, H Gregory, P Daly, E Robertson, J S Brown, A Bates, P Saunders, B Marshall, A Cross, A Donaldson, B Zhao, H Lamlum, I Wilson, P Buckley, J Dawson, S Glover, C Christie, B Connolly, M Parkes, L Holloway, B King, F Speranza, M Haynes, T Rees, I Cruz, T McNally, G Ross, G Carson, M Dixon, H Arnold, P M George, K Harrington, M Rees, R Morriss, C Dickens, C Laing, E Hardy, L P Ho, P Chowdhury, M Roy, J Glossop, J Pratt, R A Evans, P Wade, Rachael Evans, S Defres, J Short, S Neubauer, R Batterham, E Wall, T Newman, G J Kemp, J R Geddes, E Russell, C Langenberg, N A Hanley, R Samuel, S Haq, D Trivedi, J Willoughby, E Stringer, S Marsh, K Bramham, L Lightstone, A Hancock, S Shelton, J P Greenwood, N Brunskill, K Munro, T Soulsby, U Nanda, A Ashish, K Liyanage, L Holt, E R Chilvers, D E Newby, L Ingram, A Bolger, J Tomlinson, C Ballard, A Humphries, V Brown, C Sharpe, D Forton, P Kar, R Gregory, D Redwood, R Steeds, K Mangion, A Chiribiri, L Ratcliffe, G P McCann, K M Channon, A M Shah, N L Mills, A Lawrie, A Greenhalgh, K O’Donnell, T Evans, K Drury, D Sutherland, A A R Thompson, J K Baillie, K Hancock, M Hoare, J Valabhji, V Shaw, K SLACK, N M Rahman, C J Jolley, S J SINGH, J D Chalmers, C E Brightling, L G Heaney, D F McAuley, D Peckham, R C Chambers, R G Jenkins, P J M Openshaw, P Neill, H Wheeler, A Moss, C Overton, D Altmann, Alex Horsley, J Blaikley, M Ostermann, L G Spencer, A Horsley, A Singapuri, B Hargadon, K E Lewis, I Jarrold, A Shikotra, S Terry, S S Kon, M Pareek, G Choudhury, W Monteiro, M Bourne, D Nicoll, A Morrow, L Roche, D G Wootton, E K Sage, N J Greening, J Hazeldine, J M Lord, A Zawia, WDC Man, D C Thomas, H Baxendale, J Rodger, D Saralaya, T Hussell, A Lea, M McNarry, B Al-Sheklly, S Thackray-Nocera, T Thornton, J Skeemer, S Greenwood, E Fraser, L Stadon, N Kanellakis, N Magee, S Kon, A Hayday, A J Moss, A Yousuf, N Lewis-Burke, S Finney, T Hillman, H McShane, C Pennington, L Gardiner, R Dharmagunawardena, G MacGowan, L Fabbri, C Subbe, L Burden, P Jezzard, N Samani, C Manisty, P Novotny, D J Cuthbertson, G A Davies, M G Semple, J Murira, W Greenhalf, A Hoare, Louise V Wain, L V Wain, I Hall, G Willis, O Adeyemi, H McGuinness, F Thaivalappil, M Babores, B Michael, D Burn, B Zheng, M Husain, J Hawkes, N Goodman, L Broad, L Turtle, R Gill, J Haworth, J Cavanagh, S Piechnik, C A Miller, S Whittaker, C Ribeiro, R Touyz, P L Molyneaux, J C Porter, R Solly, A Dougherty, E Bullmore, A Sayer, C Kurasz, S Walmsley, D Southern, K Brindle, T Wallis, L O’Brien, S Madathil, A Wight, B Jayaraman, M Flynn, A Checkley, M Plowright, E Major, K Isaacs, M Pavlides, W Schwaeble, E M Harrison, A Ayoub, N Stroud, E Lukaschuk, D P O'Regan, E Wade, V M Ferreira, R I Evans, S Siddique, A Lingford-Hughes, C Nicolaou, B Deakin, H Dobson, A Layton, C Atkin, R Flockton, I Peralta, T Brugha, C Pariante, C Welch, A Frankel, M Tobin, S Fairbairn, A Rowe, A K Thomas, R Sykes, F Barrett, H Atkins, C Norman, L Milner, K Abel, P Crisp, C Nolan, J Mackie, Marco Sereno, Krisnah Poinasamy, S Gurram, G Saalmink, H Bayes, H Aung, P Pfeffer, H Nassa, W McCormick, Claire Alexandra Lawson, R J Allen, Omer Elneima, J Hockridge, B Raman, A Fairman, H Turton, N Majeed, J Bonnington, M Bakali, M Shankar-Hari, L Holdsworth, A Buttress, R Sabit, A Rostron, K Piper Hanley, Olivia C Leavy, Aarti Shikotra, D Wraith, J P Taylor, A Alamoudi, O Elneima, E Denneny, L Saunders, J Earley, M Ralser, O Kon, D Basire, G Simons, Hamish JC McAuley, Ruth Saunders, K Poinasamy, R Dowling, C Edwardson, L Houchen--Wolloff, O C Leavy, H J C McAuley, T Plekhanova, R M Saunders, M Sereno, Y Ellis, H E Hardwick, W Reynolds, B Venson, A B Docherty, D Lozano-Rojas, K Ntotsis, R Pius, M Halling-Brown, S Aslani, M Beggs, M P Cassar, C McCracken, R Menke, T E Nichols, C Nikolaidou, G Ogbole, B Rangelov, D P O’Regan, A Pakzad, I Propescu, A A Samat, Z B Sanders, T Treibel, E M Tunnicliffe, J Weir McCall, I Koychev, J Pearl, D Adeloye, D Baguley, G Breen, K Breeze, F Callard, N Huneke, P Kitterick, P Mansoori, H McAllister-Williams, K McIvor, L Milligan, E Mukaetova-Ladinska, A Nevado-Holgado, S Paddick, J Pimm, S Amoils, A Bularga, A N Sattar, C L Sudlow, C M Efstathiou, J L Heeney, S L Rowland-Jones, R S Thwaites, M J Rowland, E Hufton, J E Pearl, L C Saunders, S Bain, Man W D-C, E Baldry, M Beadsworth, M Harvie, J Sargent Pimm, L Sigfrid, J Whitney, S McAdoo, K McCafferty, M Willicombe, J Bunker, C Hastie, R Nathu, L Shenton, A Dell, N Hawkings, G Mallison, A Storrie, K Chong-James, W Y James, O Zongo, A Sanderson, S Drain, D McAulay, J McGinness, R Manley, W Saxon, V Whitehead, H El-Taweel, L Brear, K Regan, K Storton, A Bermperi, K Dempsey, A Elmer, J Worsley, L Knibbs, K Paradowski, C Evenden, T Thomas-Woods, J Bradley-Potts, N Keenan, H Wassall, H Weston, T Cosier, J Deery, T Hazelton, S Turney, S Pugmire, W Stoker, LA Aguilar Jimenez, S Betts, K Bisnauthsing, H Kerslake, MM Magtoto, LM Martinez, TS Solano, E Wynn, M Alvarez Corral, E Bevan, C Wrey Brown, T Burdett, N Easom, M G Crooks, D L Sykes, S Coetzee, J Phipps, R Wolf-Roberts, S Anifowose, E Calvelo, D Copeland, L Evison, T Fayzan, K March, M Mariveles, L McLeavey, S Moriera, U Munawar, J Nunag, U Nwanguma, L Orriss- Dib, J Schronce, L Tarusan, N Yasmin, A-M Guerdette, K Warwick, R Adrego, H Assefa-Kebede, P Dulawan, A Knighton, M Malim, S Patale, K Shevket, A Te, C Favager, J Rangeley, B Whittam, N Window, L Allerton, AM All, A Berridge, S L Dobson, K Hainey, V Highett, S Kaprowska, AL Key, S Koprowska, G Madzamba, F Malein, C Mears, L Melling, M J Noonan, L Poll, K A Tripp, B Vinson, L O Wajero, S A Williams-Howard, J Wyles, S N Diwanji, P Papineni, S Quaid, G F Tiongson, P Barran, J Blaikely, N Choudhury, Z Kausar, N Odell, R Osbourne, S Stockdale, P Hogarth, L Gilmour, R Hamil, K Leitch, L Macliver, B Welsh, S Clohisey, A Deans, J Furniss, C Deas, A R Solstice, C J Tee, S Waterson, T Light, M Chrystal, W Jang, S Linford, R Needham, A Nikolaidis, S Prosper, A Bloss, M Cassar, F Conneh, M Havinden-Williams, P Kurupati, C Megson, K Motohashi, G Ogg, E Pacpaco, J Propescu, E Tunnicliffe, D Cristiano, N Dormand, M Gummadi, D Matila, O Olaosebikan, L Garner, J Pack, K Paques, NDiar Bakerly, D Holgate, N Mairs, L McMorrow, J Oxton, J Pendlebury, C Summersgill, R Ugwuoke, W Matimba-Mupaya, S Strong-Sheldrake, J Bagshaw, K Birchall, H Carborn, L Chetham, Z Coburn, J Finnigan, H Foot, D Foote, L Haslam, L Hesselden, A Holbourn, B Holroyd- Hind, E Hurditch, F Ilyas, C Jarman, R Lenagh, A Lye, I Macharia, A Mbuyisa, S Megson, J Meiring, H Newell, L Nwafor, D Pattenadk, P Ravencroft, C Roddis, J Sidebottom, N Steele, R Stimpson, B Thamu, N Tinker, N Msimanga, M Mencias, T Samakomva, V Tavoukjian, C Goodwin, M Greatorex, W Lovegrove, TA Sewell, D Sissons, D Sowter, V Whitworth, L Warburton, T Wainwright, J Tilley, L Connor, M Coulding, S Kilroy, H Savill, J Vere, E Fraile, J Ugoji, H Lota, G Landers, M Nasseri, S Portukhay, J Ingham, M Chablani, N Ahwireng, B Bang, R Jastrub, M Merida Morillas, H Plant, N Ahmad Haider, R Baggott, A Botkai, J Dasgin, K Draxlbauer, T Hiwot, V Kamwa, K Mcgee, A Neal, A Newton Cox, J Nyaboko, Z Peterkin, Z Suleiman, S Walder, S Yasmin, K P Yip, M Aljaroof, M Bakau, M Bingham, A Charalambou, B Gootpu, K Hadley, P McCourt, A Prickett, I N Qureshi, T J C Ward, E Marouzet, T Sass, E Bright, A Reddington, L Barman, Z Guy, D Ionita

Publikováno v: Open Heart, Vol 11, Iss 1 (2024)

Background Pre-existing cardiovascular disease (CVD) or cardiovascular risk factors have been associated with an increased risk of complications following hospitalisation with COVID-19, but their impact on the rate of recovery following discharge is

Externí odkaz: https://doaj.org/article/fa918a66498a4c9f8d02d35296a5f197

Diagnosis and prognosis of abnormal cardiac scintigraphy uptake suggestive of cardiac amyloidosis using artificial intelligence: a retrospective, international, multicentre, cross-tracer development and validation study

Autor: Spielvogel, Clemens P ^†, Haberl, David ^†, Mascherbauer, Katharina, Ning, Jing, Kluge, Kilian, Traub-Weidinger, Tatjana, Davies, Rhodri H, Pierce, Iain, Patel, Kush, Nakuz, Thomas, Göllner, Adelina, Amereller, Dominik, Starace, Maria, Monaci, Alice, Weber, Michael, Li, Xiang, Haug, Alexander R, Calabretta, Raffaella, Ma, Xiaowei, Zhao, Min, Mascherbauer, Julia, Kammerlander, Andreas, Hengstenberg, Christian, Menezes, Leon J, Sciagra, Roberto, Treibel, Thomas A, Hacker, Marcus, Nitsche, Christian ^*

Publikováno v: In The Lancet Digital Health April 2024 6(4):e251-e260