Search

Your search keyword '"Rasmussen P.C."' showing total 9 results
Start Over Author "Rasmussen P.C." Search Limiters Available in Library Collection
9 results on '"Rasmussen P.C."'

2. Consensus statement on the multidisciplinary management of patients with recurrent and primary rectal cancer beyond total mesorectal excision planes

Author

Bhangu, A., Beynon, J., Brown, G., Chang, G., Das, P., Desai, A., Frizelle, F., Glynne-Jones, R., Goldin, R., Hawkins, M.A., Heriot, A., Laurberg, S., Mirnezami, A., Nicholls, R.J., Sagar, P., Tekkis, P., Vuong, T., Wilson, M., Ali, S.M., Antoniou, A., Bose, P., Boyle, K., Branagan, G., Burling, D., Clark, S.K., Colquhuon, P., Crane, C.H., Darzi, A., Davies, M., Delaney, C.P., Dietz, D., Dozois, E.J., Duff, M., Dziki, A., Faria, J., Fitzgerald, J.E., Georgiou, P., George, B., George, M.L., Gupta, A., Guy, R., Harji, D.P., Harris, D.A., Herzig, D., Holm, T., Hompes, R., Jeys, L., Jenkins, J.T., Kiran, R.P., Koh, C.E., Law, W.L., Liberman, A.S., Marshall, M., McArthur, D.R., Mortensen, N., Myers, E., O'Connell, P.R., O'Dwyer, S.T., Oliver, A., Pallan, A., Patel, P., Patel, U.B., Radley, S., Ramsey, K.W.D., Rasmussen, P.C., Richard, C., Rutten, H.J., Sebag-Montefiore, D., Solomon, M.J., Stocchi, L., Swallow, C.J., Tait, D.M., Tan, E.C.T.H., As, N. van, Wiggers, T., Wilt, J.H.W. de, Winter, D.C., Woodhouse, C., Bhangu, A., Beynon, J., Brown, G., Chang, G., Das, P., Desai, A., Frizelle, F., Glynne-Jones, R., Goldin, R., Hawkins, M.A., Heriot, A., Laurberg, S., Mirnezami, A., Nicholls, R.J., Sagar, P., Tekkis, P., Vuong, T., Wilson, M., Ali, S.M., Antoniou, A., Bose, P., Boyle, K., Branagan, G., Burling, D., Clark, S.K., Colquhuon, P., Crane, C.H., Darzi, A., Davies, M., Delaney, C.P., Dietz, D., Dozois, E.J., Duff, M., Dziki, A., Faria, J., Fitzgerald, J.E., Georgiou, P., George, B., George, M.L., Gupta, A., Guy, R., Harji, D.P., Harris, D.A., Herzig, D., Holm, T., Hompes, R., Jeys, L., Jenkins, J.T., Kiran, R.P., Koh, C.E., Law, W.L., Liberman, A.S., Marshall, M., McArthur, D.R., Mortensen, N., Myers, E., O'Connell, P.R., O'Dwyer, S.T., Oliver, A., Pallan, A., Patel, P., Patel, U.B., Radley, S., Ramsey, K.W.D., Rasmussen, P.C., Richard, C., Rutten, H.J., Sebag-Montefiore, D., Solomon, M.J., Stocchi, L., Swallow, C.J., Tait, D.M., Tan, E.C.T.H., As, N. van, Wiggers, T., Wilt, J.H.W. de, Winter, D.C., and Woodhouse, C.

Abstract

Item does not contain fulltext

Published
2013

3. Systematic notes on Asian birds. 1. A review of the russet bush-warbler Bradypterus seebohmi (Ogilvie-Grant, 1895)

Author

Dickinson, E.C., Rasmussen, P.C., Round, P.D., Rozendaal, F.G., and Naturalis journals & series

Subjects
Bradypterus timorensis, taxonomy, Bradypterus alishanensis, Bradypterus luteoventris, Bradypterus mandelli, Bradypterus montis, nomenclature, Bradypterus seebohmi
Abstract

The bush-warbler Bradypterus mandelli (Brooks, 1875) was described from Sikkim, and numerous specimens from India were identified with it, but it was synonymised with the brown bush-warbler Bradypterus luteoventris (Hodgson, 1845) in 1881. In 1952, east Asian populations were grouped under the name of the Luzon form of the russet bush-warbler, Bradypterus seebohmi (Ogilvie-Grant, 1895). This taxonomy, however, failed to associate the Indian form and its available name mandelli, whi

Published
2000

6. Systematic notes on Asian birds. 1. A review of the russet bush-warbler Bradypterus seebohmi (Ogilvie-Grant, 1895)

Author

Dickinson, E.C. (Edward), Rasmussen, P.C., Round, P.D., Rozendaal, F.G., Dickinson, E.C. (Edward), Rasmussen, P.C., Round, P.D., and Rozendaal, F.G.

Abstract

The bush-warbler Bradypterus mandelli (Brooks, 1875) was described from Sikkim, and numerous specimens from India were identified with it, but it was synonymised with the brown bush-warbler Bradypterus luteoventris (Hodgson, 1845) in 1881. In 1952, east Asian populations were grouped under the name of the Luzon form of the russet bush-warbler, Bradypterus seebohmi (Ogilvie-Grant, 1895). This taxonomy, however, failed to associate the Indian form and its available name mandelli, which received limited usage until 1919, with seebohmi, a matter reviewed and corrected herein. Specimens prove that mandelli has long been known from India, Bhutan, and Myanmar (Burma). The Thai population, previously placed in idoneus (Riley, 1940), belongs instead with the nominate race mandelli. The eastern Chinese race melanorhynchus (Rickett, 1898) is valid but not very distinctive. The nominate race probably occurs in Laos and northern Vietnam. Vocalisations are stereotyped, being extremely similar across Asia from north-eastern India to eastern China. The name idoneus is herein restricted to the southern Vietnamese population, as this race is evidently somewhat distinct vocally and morphologically. The common name ‘russet bush-warbler’ should continue to be used only for Bradypterus mandelli of mainland Asia. The Luzon form seebohmi was known only from the type specimen, other 20th century reports having been erroneous, until it was rediscovered in February 2000 near the type locality. Its song, while recognisably similar to that of mandelli, has several consistent structural differences, and we tentatively reallocate to it species rank as the ‘Benguet bush-warbler’ B. seebohmi. Both Javan and Timorese forms are morphologically distinct, and are provisionally treated as separate species, the ‘Javan bush-warbler’ B. montis (Hartert, 1896) and the ‘Timor bush-warbler’ B. timorensis (Mayr, 1944). A form on Bali for which no specimen material is available is evidently somewhat different v

Published
2000

7. Factors affecting outcomes following pelvic exenteration for locally recurrent rectal cancer

Author

Kelly M. E., Glynn R., Aalbers A. G. J., Abraham-Nordling M., Alberda W., Antoniou A., Austin K. K., Beets G. L., Beynon J., Bosman S. J., Brunner M., Buchler M. W., Burger J. W. A., Campain N., Christensen H. K., Codd M., Coscia M., Colquhoun A. J., Daniels I. R., Davies R. J., de Wilt J. H. W., Deutsch C., Dietz D., Eglinton T., Fearnhead N., Frizelle F. A., Garcia-Sabrido J. L., George M. L., Gentilini L., Harris D. A., Harji D., Heriot A. G., Hohenberger Brunner W., Jenkins J. T., Kanemitsu Y., Chan K. K. L., Kim H., Koh C. E., Kok N. F., Kontovounisios C., Kulu Y., Law W. L., Le G. N., Lee P., Lydrup M. L., Lynch A. C., Martling A., Meijerink J., Merkel S., McDermott F. D., McGrath J. S., Nielsen Christensen M. B., Nieuwenhuijzen G. A. P., Nordling M. A., Northover J. M. A., O'Connell P. R., Patsouras D., Poggioli G., Radwan R. W., Rasheed S., Rasmussen P. C., Rothbarth J., Rutten H. J. T., Sagar P. M., Schizas A. M. P., Shida D., Smart N. J., Solomon M. J., Stocchi L., Tekkis P. P., Tsukamoto S., Turner W. H., Tuynman J., Ulrich A., van Leeuwenhoek A., van Ramshorst G. H., Vasquez-Jimenez W., Verhoef C., Versteegen M., Wakeman C., Warrier S., Yip J., Winter D. C., Surgery, Kelly M.E., Glynn R., Aalbers A.G.J., Abraham-Nordling M., Alberda W., Antoniou A., Austin K.K., Beets G.L., Beynon J., Bosman S.J., Brunner M., Buchler M.W., Burger J.W.A., Campain N., Christensen H.K., Codd M., Coscia M., Colquhoun A.J., Daniels I.R., Davies R.J., de Wilt J.H.W., Deutsch C., Dietz D., Eglinton T., Fearnhead N., Frizelle F.A., Garcia-Sabrido J.L., George M.L., Gentilini L., Harris D.A., Harji D., Heriot A.G., Hohenberger Brunner W., Jenkins J.T., Kanemitsu Y., Chan K.K.L., Kim H., Koh C.E., Kok N.F., Kontovounisios C., Kulu Y., Law W.L., Le G.N., Lee P., Lydrup M.L., Lynch A.C., Martling A., Meijerink J., Merkel S., McDermott F.D., McGrath J.S., Nielsen Christensen M.B., Nieuwenhuijzen G.A.P., Nordling M.A., Northover J.M.A., O'Connell P.R., Patsouras D., Poggioli G., Radwan R.W., Rasheed S., Rasmussen P.C., Rothbarth J., Rutten H.J.T., Sagar P.M., Schizas A.M.P., Shida D., Smart N.J., Solomon M.J., Stocchi L., Tekkis P.P., Tsukamoto S., Turner W.H., Tuynman J., Ulrich A., van Leeuwenhoek A., van Ramshorst G.H., Vasquez-Jimenez W., Verhoef C., Versteegen M., Wakeman C., Warrier S., Yip J., Winter D.C., AGEM - Re-generation and cancer of the digestive system, and CCA - Cancer Treatment and quality of life

Subjects
Male, medicine.medical_specialty, medicine.medical_treatment, 030230 surgery, Tumours of the digestive tract Radboud Institute for Health Sciences [Radboudumc 14], 03 medical and health sciences, 0302 clinical medicine, SDG 3 - Good Health and Well-being, medicine, Clinical endpoint, Humans, Survival rate, Survival analysis, Neoadjuvant therapy, Aged, Rectal Neoplasm, Pelvic exenteration, Rectal Neoplasms, business.industry, Odds ratio, Middle Aged, Survival Analysis, Neoadjuvant Therapy, Pelvic Exenteration, Surgery, Radiation therapy, Treatment Outcome, 030220 oncology & carcinogenesis, Resection margin, Female, Survival Analysi, Neoplasm Recurrence, Local, business, Human
Abstract

Background Pelvic exenteration for locally recurrent rectal cancer (LRRC) is associated with variable outcomes, with the majority of data from single-centre series. This study analysed data from an international collaboration to determine robust parameters that could inform clinical decision-making. Methods Anonymized data on patients who had pelvic exenteration for LRRC between 2004 and 2014 were accrued from 27 specialist centres. The primary endpoint was survival. The impact of resection margin, bone resection, node status and use of neoadjuvant therapy (before exenteration) was assessed. Results Of 1184 patients, 614 (51·9 per cent) had neoadjuvant therapy. A clear resection margin (R0 resection) was achieved in 55·4 per cent of operations. Twenty-one patients (1·8 per cent) died within 30 days and 380 (32·1 per cent) experienced a major complication. Median overall survival was 36 months following R0 resection, 27 months after R1 resection and 16 months following R2 resection (P < 0·001). Patients who received neoadjuvant therapy had more postoperative complications (unadjusted odds ratio (OR) 1·53), readmissions (unadjusted OR 2·33) and radiological reinterventions (unadjusted OR 2·12). Three-year survival rates were 48·1 per cent, 33·9 per cent and 15 per cent respectively. Bone resection (when required) was associated with a longer median survival (36 versus 29 months; P < 0·001). Node-positive patients had a shorter median overall survival than those with node-negative disease (22 versus 29 months respectively). Multivariable analysis identified margin status and bone resection as significant determinants of long-term survival. Conclusion Negative margins and bone resection (where needed) were identified as the most important factors influencing overall survival. Neoadjuvant therapy before pelvic exenteration did not affect survival, but was associated with higher rates of readmission, complications and radiological reintervention.

Published
2018
Full Text
View/download PDF

8. The impact of the COVID-19 pandemic on the Management of Locally Advanced Primary/Recurrent Rectal Cancer

Author

Chok A. Y., Kontovounisios C., Rasheed S., Kelly M. E., Agj A., Abdul Aziz N., Abecasis N., Abraham-Nordling M., Akiyoshi T., Alberda W., Albert M., Andric M., Angenete E., Antoniou A., Auer R., Austin K. K., Aziz O., Baker R. P., Bali M., Baseckas G., Bebington B., Bedford M., Bednarski B. K., Beets G. L., Berg P. L., Beynon J., Biondo S., Boyle K., Bordeianou L., Bremers A. B., Brunner M., Buchwald P., Bui A., Burgess A., Jwa B., Burling D., Burns E., Campain N., Carvalhal S., Castro L., Caycedo-Marulanda A., Kkl C., Chang G. J., Chang M., Chew M. H., Chong P., Christensen H. K., Clouston H., Codd M., Collins D., Colquhoun A. J., Corr A., Coscia M., Cosimelli M., Coyne P. E., Creavin B., Croner R. S., Damjanovic L., Daniels I. R., Davies M., Davies R. J., Delaney C. P., Jhw D. W., Denost Q., Deutsch C., Dietz D., Domingo S., Dozois E. J., Duff M., Eglinton T., Enrique-Navascues J. M., Espin-Basany E., Evans M. D., Fearnhead N. S., Flatmark K., Fleming F., Frizelle F. A., Gallego M. A., Garcia-Granero E., Garcia-Sabrido J. L., Gentilini L., George M. L., George V., Ghouti L., Giner F., Ginther N., Glynn R., Golda T., Griffiths B., Harris D. A., Jaw H., Hanchanale V., Harji D. P., Helewa R. M., Hellawell G., Heriot A. G., Hochman D., Hohenberger W., Holm T., Hompes R., Jenkins J. T., Kaffenberger S., Kandaswamy G. V., Kapur S., Kanemitsu Y., Kelley S. R., Keller D. S., Khan M. S., Kim H., Kim H. J., Koh C. E., Nfm K., Kokelaar R., Kristensen H. O., Kroon H. M., Kusters M., Lago V., Larsen S. G., Larson D. W., Law W. L., Laurberg S., Lee P. J., Limbert M., Lydrup M. L., Lyons A., Lynch A. C., Mantyh C., Mathis K. L., Cfs M., Martling A., Wjhj M., Merkel S., Mehta A. M., McArthur D. R., McDermott F. D., McGrath J. S., Malde S., Mirnezami A., Jrt M., Morton J. R., Mullaney T. G., Negoi I., Jwm N., Ng J. L., Nguyen B., Nielsen M. B., Gap N., Nilsson P. J., Oliver A., O'Dwyer S. T., Palmer G., Pappou E., Park J., Patsouras D., Pellino G., Peterson A. C., Poggioli G., Proud D., Quinn M., Quyn A., Radwan R. W., Rasmussen P. C., Rausa E., Regenbogen S. E., Renehan A., Rocha R., Rochester M., Rohila J., Rothbarth J., Rottoli M., Roxburgh C., Hjt R., Ryan E. J., Safar B., Sagar P. M., Sahai A., Saklani A., Sammour T., Sayyed R., Amp S., Schwarzkopf E., Scripcariu V., Selvasekar C., Shaikh I., Shida D., Simpson A., Smart N. J., Smart P., Smith J. J., Solbakken A. M., Solomon M. J., Sorensen M. M., Steele S. R., Steffens D., Stitzenberg K., Stocchi L., Stylianides N. A., Swartling T., Sumrien H., Sutton P. A., Swartking T., Tan E. J., Taylor C., Teras J., Thurairaja R., Toh E. L., Tsarkov P., Tsukada Y., Tsukamoto S., Tuech J. J., Turner W. H., Tuynman J. B., van Ramshorst G. H., van Zoggel D., Vasquez-Jimenez W., Verhoef C., Vizzielli G., Elk V., Uehara K., Wakeman C., Warrier S., Wasmuth H. H., Weber K., Weiser M. R., Jmd W., Wild J., Wilson M., Wolthuis A., Yano H., Yip B., Yip J., Yoo R. N., Zappa M. A., Winter D. C., Tekkis P. P., Chok A.Y., Kontovounisios C., Rasheed S., Kelly M.E., Agj A., Abdul Aziz N., Abecasis N., Abraham-Nordling M., Akiyoshi T., Alberda W., Albert M., Andric M., Angenete E., Antoniou A., Auer R., Austin K.K., Aziz O., Baker R.P., Bali M., Baseckas G., Bebington B., Bedford M., Bednarski B.K., Beets G.L., Berg P.L., Beynon J., Biondo S., Boyle K., Bordeianou L., Bremers A.B., Brunner M., Buchwald P., Bui A., Burgess A., Jwa B., Burling D., Burns E., Campain N., Carvalhal S., Castro L., Caycedo-Marulanda A., Kkl C., Chang G.J., Chang M., Chew M.H., Chong P., Christensen H.K., Clouston H., Codd M., Collins D., Colquhoun A.J., Corr A., Coscia M., Cosimelli M., Coyne P.E., Creavin B., Croner R.S., Damjanovic L., Daniels I.R., Davies M., Davies R.J., Delaney C.P., Jhw D.W., Denost Q., Deutsch C., Dietz D., Domingo S., Dozois E.J., Duff M., Eglinton T., Enrique-Navascues J.M., Espin-Basany E., Evans M.D., Fearnhead N.S., Flatmark K., Fleming F., Frizelle F.A., Gallego M.A., Garcia-Granero E., Garcia-Sabrido J.L., Gentilini L., George M.L., George V., Ghouti L., Giner F., Ginther N., Glynn R., Golda T., Griffiths B., Harris D.A., Jaw H., Hanchanale V., Harji D.P., Helewa R.M., Hellawell G., Heriot A.G., Hochman D., Hohenberger W., Holm T., Hompes R., Jenkins J.T., Kaffenberger S., Kandaswamy G.V., Kapur S., Kanemitsu Y., Kelley S.R., Keller D.S., Khan M.S., Kim H., Kim H.J., Koh C.E., Nfm K., Kokelaar R., Kristensen H.O., Kroon H.M., Kusters M., Lago V., Larsen S.G., Larson D.W., Law W.L., Laurberg S., Lee P.J., Limbert M., Lydrup M.L., Lyons A., Lynch A.C., Mantyh C., Mathis K.L., Cfs M., Martling A., Wjhj M., Merkel S., Mehta A.M., McArthur D.R., McDermott F.D., McGrath J.S., Malde S., Mirnezami A., Jrt M., Morton J.R., Mullaney T.G., Negoi I., Jwm N., Ng J.L., Nguyen B., Nielsen M.B., Gap N., Nilsson P.J., Oliver A., O'Dwyer S.T., Palmer G., Pappou E., Park J., Patsouras D., Pellino G., Peterson A.C., Poggioli G., Proud D., Quinn M., Quyn A., Radwan R.W., Rasmussen P.C., Rausa E., Regenbogen S.E., Renehan A., Rocha R., Rochester M., Rohila J., Rothbarth J., Rottoli M., Roxburgh C., Hjt R., Ryan E.J., Safar B., Sagar P.M., Sahai A., Saklani A., Sammour T., Sayyed R., Amp S., Schwarzkopf E., Scripcariu V., Selvasekar C., Shaikh I., Shida D., Simpson A., Smart N.J., Smart P., Smith J.J., Solbakken A.M., Solomon M.J., Sorensen M.M., Steele S.R., Steffens D., Stitzenberg K., Stocchi L., Stylianides N.A., Swartling T., Sumrien H., Sutton P.A., Swartking T., Tan E.J., Taylor C., Teras J., Thurairaja R., Toh E.L., Tsarkov P., Tsukada Y., Tsukamoto S., Tuech J.J., Turner W.H., Tuynman J.B., van Ramshorst G.H., van Zoggel D., Vasquez-Jimenez W., Verhoef C., Vizzielli G., Elk V., Uehara K., Wakeman C., Warrier S., Wasmuth H.H., Weber K., Weiser M.R., Jmd W., Wild J., Wilson M., Wolthuis A., Yano H., Yip B., Yip J., Yoo R.N., Zappa M.A., Winter D.C., Tekkis P.P., Chok, A. Y., Kontovounisios, C., Rasheed, S., Kelly, M. E., Agj, A., Abdul Aziz, N., Abecasis, N., Abraham-Nordling, M., Akiyoshi, T., Alberda, W., Albert, M., Andric, M., Angenete, E., Antoniou, A., Auer, R., Austin, K. K., Aziz, O., Baker, R. P., Bali, M., Baseckas, G., Bebington, B., Bedford, M., Bednarski, B. K., Beets, G. L., Berg, P. L., Beynon, J., Biondo, S., Boyle, K., Bordeianou, L., Bremers, A. B., Brunner, M., Buchwald, P., Bui, A., Burgess, A., Jwa, B., Burling, D., Burns, E., Campain, N., Carvalhal, S., Castro, L., Caycedo-Marulanda, A., Kkl, C., Chang, G. J., Chang, M., Chew, M. H., Chong, P., Christensen, H. K., Clouston, H., Codd, M., Collins, D., Colquhoun, A. J., Corr, A., Coscia, M., Cosimelli, M., Coyne, P. E., Creavin, B., Croner, R. S., Damjanovic, L., Daniels, I. R., Davies, M., Davies, R. J., Delaney, C. P., Jhw, D. W., Denost, Q., Deutsch, C., Dietz, D., Domingo, S., Dozois, E. J., Duff, M., Eglinton, T., Enrique-Navascues, J. M., Espin-Basany, E., Evans, M. D., Fearnhead, N. S., Flatmark, K., Fleming, F., Frizelle, F. A., Gallego, M. A., Garcia-Granero, E., Garcia-Sabrido, J. L., Gentilini, L., George, M. L., George, V., Ghouti, L., Giner, F., Ginther, N., Glynn, R., Golda, T., Griffiths, B., Harris, D. A., Jaw, H., Hanchanale, V., Harji, D. P., Helewa, R. M., Hellawell, G., Heriot, A. G., Hochman, D., Hohenberger, W., Holm, T., Hompes, R., Jenkins, J. T., Kaffenberger, S., Kandaswamy, G. V., Kapur, S., Kanemitsu, Y., Kelley, S. R., Keller, D. S., Khan, M. S., Kim, H., Kim, H. J., Koh, C. E., Nfm, K., Kokelaar, R., Kristensen, H. O., Kroon, H. M., Kusters, M., Lago, V., Larsen, S. G., Larson, D. W., Law, W. L., Laurberg, S., Lee, P. J., Limbert, M., Lydrup, M. L., Lyons, A., Lynch, A. C., Mantyh, C., Mathis, K. L., Cfs, M., Martling, A., Wjhj, M., Merkel, S., Mehta, A. M., Mcarthur, D. R., Mcdermott, F. D., Mcgrath, J. S., Malde, S., Mirnezami, A., Jrt, M., Morton, J. R., Mullaney, T. G., Negoi, I., Jwm, N., Ng, J. L., Nguyen, B., Nielsen, M. B., Gap, N., Nilsson, P. J., Oliver, A., O'Dwyer, S. T., Palmer, G., Pappou, E., Park, J., Patsouras, D., Pellino, G., Peterson, A. C., Poggioli, G., Proud, D., Quinn, M., Quyn, A., Radwan, R. W., Rasmussen, P. C., Rausa, E., Regenbogen, S. E., Renehan, A., Rocha, R., Rochester, M., Rohila, J., Rothbarth, J., Rottoli, M., Roxburgh, C., Hjt, R., Ryan, E. J., Safar, B., Sagar, P. M., Sahai, A., Saklani, A., Sammour, T., Sayyed, R., Amp, S., Schwarzkopf, E., Scripcariu, V., Selvasekar, C., Shaikh, I., Shida, D., Simpson, A., Smart, N. J., Smart, P., Smith, J. J., Solbakken, A. M., Solomon, M. J., Sorensen, M. M., Steele, S. R., Steffens, D., Stitzenberg, K., Stocchi, L., Stylianides, N. A., Swartling, T., Sumrien, H., Sutton, P. A., Swartking, T., Tan, E. J., Taylor, C., Teras, J., Thurairaja, R., Toh, E. L., Tsarkov, P., Tsukada, Y., Tsukamoto, S., Tuech, J. J., Turner, W. H., Tuynman, J. B., van Ramshorst, G. H., van Zoggel, D., Vasquez-Jimenez, W., Verhoef, C., Vizzielli, G., Elk, V., Uehara, K., Wakeman, C., Warrier, S., Wasmuth, H. H., Weber, K., Weiser, M. R., Jmd, W., Wild, J., Wilson, M., Wolthuis, A., Yano, H., Yip, B., Yip, J., Yoo, R. N., Zappa, M. A., Winter, D. C., Tekkis, P. P., and Surgery

Subjects
Oncology, medicine.medical_specialty, Coronavirus disease 2019 (COVID-19), Locally advanced, MEDLINE, Comorbidity, COVID-19 - advanced - recurrent - primary - rectal cancer, SDG 3 - Good Health and Well-being, Internal medicine, Pandemic, Correspondence, medicine, Combined Modality Therapy, Humans, General, Pandemics, Recurrent Rectal Cancer, Neoplasm Staging, business.industry, Rectal Neoplasms, SARS-CoV-2, COVID-19, medicine.disease, Neoplasm staging, Surgery, Neoplasm Recurrence, Local, business
Published
2020

9. Predicting outcomes of pelvic exenteration using machine learning

Author

Dudurych I., Kelly M. E., Aalbers A. G. J., Abdul Aziz N., Abecasis N., Abraham-Nordling M., Akiyoshi T., Alberda W., Albert M., Andric M., Angenete E., Antoniou A., Auer R., Austin K. K., Aziz O., Baker R. P., Bali M., Baseckas G., Bebington B., Bedford M., Bednarski B. K., Beets G. L., Berg P. L., Beynon J., Biondo S., Boyle K., Bordeianou L., Bremers A. B., Brunner M., Buchwald P., Bui A., Burgess A., Burger J. W. A., Burling D., Burns E., Campain N., Carvalhal S., Castro L., Caycedo-Marulanda A., Chan K. K. L., Chang G. J., Chew M. H., Chok A. K., Chong P., Christensen H. K., Clouston H., Codd M., Collins D., Colquhoun A. J., Corr A., Coscia M., Coyne P. E., Creavin B., Croner R. S., Damjanovic L., Daniels I. R., Davies M., Davies R. J., Delaney C. P., Wilt J. H. W., Denost Q., Deutsch C., Dietz D., Domingo S., Dozois E. J., Duff M., Eglinton T., Enrique-Navascues J. M., Espin-Basany E., Evans M. D., Fearnhead N. S., Flatmark K., Fleming F., Frizelle F. A., Gallego M. A., Garcia-Granero E., Garcia-Sabrido J. L., Gentilini L., George M. L., George V., Ghouti L., Giner F., Ginther N., Glynn R., Golda T., Griffiths B., Harris D. A., Hagemans J. A. W., Hanchanale V., Harji D. P., Helewa R. M., Heriot A. G., Hochman D., Hohenberger W., Holm T., Hompes R., Jenkins J. T., Kaffenberger S., Kandaswamy G. V., Kapur S., Kanemitsu Y., Kelley S. R., Keller D. S., Khan M. S., Kiran R. P., Kim H., Kim H. J., Koh C. E., Kok N. F. M., Kokelaar R., Kontovounisios C., Kristensen H. O., Kroon H. M., Kusters M., Lago V., Larsen S. G., Larson D. W., Law W. L., Laurberg S., Lee P. J., Limbert M., Lydrup M. L., Lyons A., Lynch A. C., Mantyh C., Mathis K. L., Margues C. F. S., Martling A., Meijerink W. J. H. J., Merkel S., Mehta A. M., McArthur D. R., McDermott F. D., McGrath J. S., Malde S., Mirnezami A., Monson J. R. T., Morton J. R., Mullaney T. G., Negoi I., Neto J. W. M., Nguyen B., Nielsen M. B., Nieuwenhuijzen G. A. P., Nilsson P. J., Oliver A., O'Connell P. R., O'Dwyer S. T., Palmer G., Pappou E., Park J., Patsouras D., Pellino G., Peterson A. C., Poggioli G., Proud D., Quinn M., Quyn A., Radwan R. W., Rasheed S., Rasmussen P. C., Regenbogen S. E., Renehan A., Rocha R., Rochester M., Rohila J., Rothbarth J., Rottoli M., Roxburgh C., Rutten H. J. T., Ryan E. J., Safar B., Sagar P. M., Sahai A., Saklani A., Sammour T., Sayyed R., Schizas A. M. P., Schwarzkopf E., Scripcariu V., Selvasekar C., Shaikh I., Shellawell G., Shida D., Simpson A., Smart N. J., Smart P., Smith J. J., Solbakken A. M., Solomon M. J., Sorensen M. M., Steele S. R., Steffens D., Stitzenberg K., Stocchi L., Stylianides N. A., Swartling T., Sumrien H., Sutton P. A., Swartking T., Tan E. J., Taylor C., Tekkis P. P., Teras J., Thurairaja R., Toh E. L., Tsarkov P., Tsukada Y., Tsukamoto S., Tuech J. J., Turner W. H., Tuynman J. B., van Ramshorst G. H., van Zoggel D., Vasquez-Jimenez W., Verhoef C., Vizzielli G., Voogt E. L. K., Uehara K., Wakeman C., Warrier S., Wasmuth H. H., Weber K., Weiser M. R., Wheeler J. M. D., Wild J., Wilson M., Wolthuis A., Yano H., Yip B., Yip J., Yoo R. N., Winter D. C., Dudurych I., Kelly M.E., Aalbers A.G.J., Abdul Aziz N., Abecasis N., Abraham-Nordling M., Akiyoshi T., Alberda W., Albert M., Andric M., Angenete E., Antoniou A., Auer R., Austin K.K., Aziz O., Baker R.P., Bali M., Baseckas G., Bebington B., Bedford M., Bednarski B.K., Beets G.L., Berg P.L., Beynon J., Biondo S., Boyle K., Bordeianou L., Bremers A.B., Brunner M., Buchwald P., Bui A., Burgess A., Burger J.W.A., Burling D., Burns E., Campain N., Carvalhal S., Castro L., Caycedo-Marulanda A., Chan K.K.L., Chang G.J., Chew M.H., Chok A.K., Chong P., Christensen H.K., Clouston H., Codd M., Collins D., Colquhoun A.J., Corr A., Coscia M., Coyne P.E., Creavin B., Croner R.S., Damjanovic L., Daniels I.R., Davies M., Davies R.J., Delaney C.P., Wilt J.H.W., Denost Q., Deutsch C., Dietz D., Domingo S., Dozois E.J., Duff M., Eglinton T., Enrique-Navascues J.M., Espin-Basany E., Evans M.D., Fearnhead N.S., Flatmark K., Fleming F., Frizelle F.A., Gallego M.A., Garcia-Granero E., Garcia-Sabrido J.L., Gentilini L., George M.L., George V., Ghouti L., Giner F., Ginther N., Glynn R., Golda T., Griffiths B., Harris D.A., Hagemans J.A.W., Hanchanale V., Harji D.P., Helewa R.M., Heriot A.G., Hochman D., Hohenberger W., Holm T., Hompes R., Jenkins J.T., Kaffenberger S., Kandaswamy G.V., Kapur S., Kanemitsu Y., Kelley S.R., Keller D.S., Khan M.S., Kiran R.P., Kim H., Kim H.J., Koh C.E., Kok N.F.M., Kokelaar R., Kontovounisios C., Kristensen H.O., Kroon H.M., Kusters M., Lago V., Larsen S.G., Larson D.W., Law W.L., Laurberg S., Lee P.J., Limbert M., Lydrup M.L., Lyons A., Lynch A.C., Mantyh C., Mathis K.L., Margues C.F.S., Martling A., Meijerink W.J.H.J., Merkel S., Mehta A.M., McArthur D.R., McDermott F.D., McGrath J.S., Malde S., Mirnezami A., Monson J.R.T., Morton J.R., Mullaney T.G., Negoi I., Neto J.W.M., Nguyen B., Nielsen M.B., Nieuwenhuijzen G.A.P., Nilsson P.J., Oliver A., O'Connell P.R., O'Dwyer S.T., Palmer G., Pappou E., Park J., Patsouras D., Pellino G., Peterson A.C., Poggioli G., Proud D., Quinn M., Quyn A., Radwan R.W., Rasheed S., Rasmussen P.C., Regenbogen S.E., Renehan A., Rocha R., Rochester M., Rohila J., Rothbarth J., Rottoli M., Roxburgh C., Rutten H.J.T., Ryan E.J., Safar B., Sagar P.M., Sahai A., Saklani A., Sammour T., Sayyed R., Schizas A.M.P., Schwarzkopf E., Scripcariu V., Selvasekar C., Shaikh I., Shellawell G., Shida D., Simpson A., Smart N.J., Smart P., Smith J.J., Solbakken A.M., Solomon M.J., Sorensen M.M., Steele S.R., Steffens D., Stitzenberg K., Stocchi L., Stylianides N.A., Swartling T., Sumrien H., Sutton P.A., Swartking T., Tan E.J., Taylor C., Tekkis P.P., Teras J., Thurairaja R., Toh E.L., Tsarkov P., Tsukada Y., Tsukamoto S., Tuech J.J., Turner W.H., Tuynman J.B., van Ramshorst G.H., van Zoggel D., Vasquez-Jimenez W., Verhoef C., Vizzielli G., Voogt E.L.K., Uehara K., Wakeman C., Warrier S., Wasmuth H.H., Weber K., Weiser M.R., Wheeler J.M.D., Wild J., Wilson M., Wolthuis A., Yano H., Yip B., Yip J., Yoo R.N., Winter D.C., Surgery, Dudurych, I., Kelly, M. E., Aalbers, A. G. J., Abdul Aziz, N., Abecasis, N., Abraham-Nordling, M., Akiyoshi, T., Alberda, W., Albert, M., Andric, M., Angenete, E., Antoniou, A., Auer, R., Austin, K. K., Aziz, O., Baker, R. P., Bali, M., Baseckas, G., Bebington, B., Bedford, M., Bednarski, B. K., Beets, G. L., Berg, P. L., Beynon, J., Biondo, S., Boyle, K., Bordeianou, L., Bremers, A. B., Brunner, M., Buchwald, P., Bui, A., Burgess, A., Burger, J. W. A., Burling, D., Burns, E., Campain, N., Carvalhal, S., Castro, L., Caycedo-Marulanda, A., Chan, K. K. L., Chang, G. J., Chew, M. H., Chok, A. K., Chong, P., Christensen, H. K., Clouston, H., Codd, M., Collins, D., Colquhoun, A. J., Corr, A., Coscia, M., Coyne, P. E., Creavin, B., Croner, R. S., Damjanovic, L., Daniels, I. R., Davies, M., Davies, R. J., Delaney, C. P., Wilt, J. H. W., Denost, Q., Deutsch, C., Dietz, D., Domingo, S., Dozois, E. J., Duff, M., Eglinton, T., Enrique-Navascues, J. M., Espin-Basany, E., Evans, M. D., Fearnhead, N. S., Flatmark, K., Fleming, F., Frizelle, F. A., Gallego, M. A., Garcia-Granero, E., Garcia-Sabrido, J. L., Gentilini, L., George, M. L., George, V., Ghouti, L., Giner, F., Ginther, N., Glynn, R., Golda, T., Griffiths, B., Harris, D. A., Hagemans, J. A. W., Hanchanale, V., Harji, D. P., Helewa, R. M., Heriot, A. G., Hochman, D., Hohenberger, W., Holm, T., Hompes, R., Jenkins, J. T., Kaffenberger, S., Kandaswamy, G. V., Kapur, S., Kanemitsu, Y., Kelley, S. R., Keller, D. S., Khan, M. S., Kiran, R. P., Kim, H., Kim, H. J., Koh, C. E., Kok, N. F. M., Kokelaar, R., Kontovounisios, C., Kristensen, H. O., Kroon, H. M., Kusters, M., Lago, V., Larsen, S. G., Larson, D. W., Law, W. L., Laurberg, S., Lee, P. J., Limbert, M., Lydrup, M. L., Lyons, A., Lynch, A. C., Mantyh, C., Mathis, K. L., Margues, C. F. S., Martling, A., Meijerink, W. J. H. J., Merkel, S., Mehta, A. M., Mcarthur, D. R., Mcdermott, F. D., Mcgrath, J. S., Malde, S., Mirnezami, A., Monson, J. R. T., Morton, J. R., Mullaney, T. G., Negoi, I., Neto, J. W. M., Nguyen, B., Nielsen, M. B., Nieuwenhuijzen, G. A. P., Nilsson, P. J., Oliver, A., O'Connell, P. R., O'Dwyer, S. T., Palmer, G., Pappou, E., Park, J., Patsouras, D., Pellino, G., Peterson, A. C., Poggioli, G., Proud, D., Quinn, M., Quyn, A., Radwan, R. W., Rasheed, S., Rasmussen, P. C., Regenbogen, S. E., Renehan, A., Rocha, R., Rochester, M., Rohila, J., Rothbarth, J., Rottoli, M., Roxburgh, C., Rutten, H. J. T., Ryan, E. J., Safar, B., Sagar, P. M., Sahai, A., Saklani, A., Sammour, T., Sayyed, R., Schizas, A. M. P., Schwarzkopf, E., Scripcariu, V., Selvasekar, C., Shaikh, I., Shellawell, G., Shida, D., Simpson, A., Smart, N. J., Smart, P., Smith, J. J., Solbakken, A. M., Solomon, M. J., Sorensen, M. M., Steele, S. R., Steffens, D., Stitzenberg, K., Stocchi, L., Stylianides, N. A., Swartling, T., Sumrien, H., Sutton, P. A., Swartking, T., Tan, E. J., Taylor, C., Tekkis, P. P., Teras, J., Thurairaja, R., Toh, E. L., Tsarkov, P., Tsukada, Y., Tsukamoto, S., Tuech, J. J., Turner, W. H., Tuynman, J. B., van Ramshorst, G. H., van Zoggel, D., Vasquez-Jimenez, W., Verhoef, C., Vizzielli, G., Voogt, E. L. K., Uehara, K., Wakeman, C., Warrier, S., Wasmuth, H. H., Weber, K., Weiser, M. R., Wheeler, J. M. D., Wild, J., Wilson, M., Wolthuis, A., Yano, H., Yip, B., Yip, J., Yoo, R. N., and Winter, D. C.

Subjects
Artificial intelligence, medicine.medical_treatment, Machine learning, computer.software_genre, Logistic regression, Tumours of the digestive tract Radboud Institute for Health Sciences [Radboudumc 14], SDG 3 - Good Health and Well-being, Medicine, Humans, Pelvic exenteration, Receiver operating characteristic, Artificial neural network, business.industry, Rectal Neoplasms, Deep learning, Gastroenterology, Prognosis, pelvic exenteration, Support vector machine, machine learning, Test set, colorectal surgery, Neoplasm Recurrence, Local, business, computer, Predictive modelling, artificial neural network
Abstract

Aim: We aim to compare machine learning with neural network performance in predicting R0 resection (R0), length of stay >14days (LOS), major complication rates at 30days postoperatively (COMP) and survival greater than 1 year (SURV) for patients having pelvic exenteration for locally advanced and recurrent rectal cancer. Method: A deep learning computer was built and the programming environment was established. The PelvEx Collaborative database was used which contains anonymized data on patients who underwent pelvic exenteration for locally advanced or locally recurrent colorectal cancer between 2004 and 2014. Logistic regression, a support vector machine and an artificial neural network (ANN) were trained. Twenty per cent of the data were used as a test set for calculating prediction accuracy for R0, LOS, COMP and SURV. Model performance was measured by plotting receiver operating characteristic (ROC) curves and calculating the area under the ROC curve (AUROC). Results: Machine learning models and ANNs were trained on 1147 cases. The AUROC for all outcome predictions ranged from 0.608 to 0.793 indicating modest to moderate predictive ability. The models performed best at predicting LOS >14days with an AUROC of 0.793 using preoperative and operative data. Visualized logistic regression model weights indicate a varying impact of variables on the outcome in question. Conclusion: This paper highlights the potential for predictive modelling of large international databases. Current data allow moderate predictive ability of both complex ANNs and more classic methods.

Published
2020

Catalog

Books, media, physical & digital resources
See catalog results