16 results on '"Hagemans, J.A.W."'
Search Results
2. Outcomes of urinary diversion after surgery for locally advanced or locally recurrent rectal cancer with complete cystectomy; ileal and colon conduit
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Hagemans, J.A.W., primary, Voogt, E.L.K., additional, Rothbarth, J., additional, Nieuwenhuijzen, G.A.P., additional, Kirkels, W.J., additional, Boormans, J.L., additional, Koldewijn, E.L., additional, Richardson, R., additional, Verhoef, C., additional, Rutten, H.J.T., additional, and Burger, J.W.A., additional
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- 2020
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3. Locally recurrent rectal cancer; long-term outcome of curative surgical and non-surgical treatment of 447 consecutive patients in a tertiary referral centre
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Hagemans, J.A.W., primary, van Rees, J.M., additional, Alberda, W.J., additional, Rothbarth, J., additional, Nuyttens, J.J.M.E., additional, van Meerten, E., additional, Verhoef, C., additional, and Burger, J.W.A., additional
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- 2020
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4. The Multimodality Treatment of Rectal Cancer
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Hagemans, J.A.W. (Jan) and Hagemans, J.A.W. (Jan)
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The aim of this thesis is to further improve the multimodality treatment for rectal cancer, locally advanced rectal cancer and locally recurrent rectal cancer
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- 2020
5. A Systematic Review and Meta-analysis on Omentoplasty for the Management of Abdominoperineal Defects in Patients Treated for Cancer
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R.D. Blok (Robin), Hagemans, J.A.W. (Jan), Klaver, C.E.L. (Charlotte), J. Hellinga (Joke), Etten, B. (Boudewijn) van, Burger, J.W.A. (Jacobus), Verhoef, C. (Kees), R. Hompes (Roel), Bemelman, W.A. (Willem), Tanis, P.J. (Pieter), R.D. Blok (Robin), Hagemans, J.A.W. (Jan), Klaver, C.E.L. (Charlotte), J. Hellinga (Joke), Etten, B. (Boudewijn) van, Burger, J.W.A. (Jacobus), Verhoef, C. (Kees), R. Hompes (Roel), Bemelman, W.A. (Willem), and Tanis, P.J. (Pieter)
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Objective: The objective of this systematic review and meta-analysis was to examine the effects of omentoplasty on pelviperineal morbidity following abdominoperineal resection (APR) in patients with cancer. Background: Recent studies have questioned the use of omentoplasty for the prevention of perineal wound complications. Methods: A systematic review of published literature since 2000 on the use of omentoplasty during APR for cancer was undertaken. The authors were requested to share their source patient data. Meta-analyses were conducted using a random-effects model. Results: Fourteen studies comprising 1894 patients (n ¼ 839 omentoplasty) were included. The majority had APR for rectal cancer (87%). Omentoplasty was not significantly associated with the risk of presacral abscess formation in the overall population (RR 1.11; 95% CI 0.79–1.56), nor in planned subgroup analysis (n ¼ 758) of APR with primary perineal closure for nonlocally advanced rectal cancer (RR 1.06; 95% CI 0.68–1.64). No overall differences were found for complicated perineal wound healing within 30 days (RR 1.30; 95% CI 0.92–1.82), chronic perineal sinus (RR 1.08; 95% CI 0.53–2.20), and pelviperineal complication necessitating reoperation (RR 1.06; 95% CI 0.80– 1.42) as well. An increased risk of developing a perineal hernia was found for patients submitted to omentoplasty (RR 1.85; 95% CI 1.26–2.72). Complications related to the omentoplasty were reported in 4.6% (95% CI 2.5%– 8.6%). Conclusions: This meta-analysis revealed no beneficial effect of omentoplasty on presacral abscess formation and perineal wound healing after APR, while it increases the likelihood of developing a perineal hernia. These findings do not support the routine use of omentoplasty in APR for cancer.
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- 2020
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6. Palliative pelvic exenteration: A systematic review of patient-centered outcomes
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Kroon, Hidde M., primary, Dudi-Venkata, N.N., additional, Bedrikovetski, S., additional, Thomas, M.L., additional, Kelly, M.E., additional, Aalbers, A.G.J., additional, Abdul Aziz, N., additional, Abraham-Nordling, M., additional, Akiyoshi, T., additional, Alberda, W., additional, Andric, M., additional, Antoniou, A., additional, Austin, K.K., additional, Baker, R.P., additional, Bali, M., additional, Baseckas, G., additional, Bednarski, B.K., additional, Beets, G.L., additional, Berg, P.L., additional, Beynon, J., additional, Biondo, S., additional, Bordeianou, L., additional, Brunner, M., additional, Buchwald, P., additional, Burger, J.W.A., additional, Burling, D., additional, Campain, N., additional, Chan, K.K.L., additional, Chang, G.J., additional, Chew, M.H., additional, C Chong, P., additional, Christensen, H.K., additional, Codd, M., additional, Colquhoun, A.J., additional, Corr, A., additional, Coscia, M., additional, Coyne, P.E., additional, Creavin, B., additional, Damjanovic, L., additional, Daniels, I.R., additional, Davies, M., additional, Davies, R.J., additional, de Wilt, J.H.W., additional, Denost, Q., additional, Dietz, D., additional, Dozois, E.J., additional, Duff, M., additional, Eglinton, T., additional, Enriquez-Navascues, J.M., additional, Evans, M.D., additional, Fearnhead, N.S., additional, Frizelle, F.A., additional, Garcia-Granero, E., additional, Garcia-Sabrido, J.L., additional, Gentilini, L., additional, George, M.L., additional, Glynn, R., additional, Golda, T., additional, Griffiths, B., additional, Harris, D.A., additional, Evans, M., additional, Hagemans, J.A.W., additional, Harji, D.P., additional, Heriot, A.G., additional, Hohenberger, W., additional, Holm, T., additional, Jenkins, J.T., additional, Kapur, S., additional, Kanemitsu, Y., additional, Kelley, S.R., additional, Keller, D.S., additional, Kim, H., additional, Koh, C.E., additional, Kok, N.F.M., additional, Kokelaar, R., additional, Kontovounisios, C., additional, Kusters, M., additional, Larson, D.W., additional, Law, W.L., additional, Laurberg, S., additional, Lee, P., additional, Lydrup, M.L., additional, Lynch, A.C., additional, Mantyh, C., additional, Mathis, K.L., additional, Martling, A., additional, Meijerink, W.J.H.J., additional, Merkel, S., additional, Mehta, A.M., additional, McDermott, F.D., additional, McGrath, J.S., additional, Mirnezami, A., additional, Morton, J.R., additional, Mullaney, T.G., additional, Mesquita-Neto, J.W., additional, Nielsen, M.B., additional, Nieuwenhuijzen, G.A.P., additional, Nilsson, P.J., additional, O'Connell, P.R., additional, Palmer, G., additional, Patsouras, D., additional, Pellino, G., additional, Poggioli, G., additional, Quinn, M., additional, Quyn, A., additional, Radwan, R.W., additional, Rasheed, S., additional, Rasmussen, P.C., additional, Regenbogen, S.E., additional, Rocha, R., additional, Rothbarth, J., additional, Roxburgh, C., additional, Rutten, H.J.T., additional, Ryan, É., additional, Sagar, P.M., additional, Saklani, A., additional, Schizas, A.M.P., additional, Schwarzkopf, E., additional, Scripcariu, V., additional, Shaikh, I., additional, Shida, D., additional, Simpson, A., additional, Smart, N.J., additional, Smith, J.J., additional, Solomon, M.J., additional, Sørensen, M.M., additional, Steele, S.R., additional, Steffens, D., additional, Stocchi, L., additional, Stylianides, N.A., additional, Tekkis, P.P., additional, Taylor, C., additional, Tsarkov, P., additional, Tsukamoto, S., additional, Turner, W.H., additional, Tuynman, J.B., additional, van Ramshorst, G.H., additional, van Zoggel, D., additional, Vasquez-Jimenez, W., additional, Verhoef, C., additional, Verstegen, M., additional, Wakeman, C., additional, Warrier, S., additional, Wasmuth, H.H., additional, Weiser, M.R., additional, Wheeler, J.M.D., additional, Wild, J., additional, Yip, J., additional, Winter, D.C., additional, and Sammour, T., additional
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- 2019
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7. Hospital volume and outcome in rectal cancer patients; results of a population-based study in the Netherlands
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Hagemans, J.A.W., primary, Alberda, W.J., additional, Verstegen, M., additional, de Wilt, J.H.W., additional, Verhoef, C., additional, Elferink, M.A., additional, and Burger, J.W.A., additional
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- 2019
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8. Hospital volume and outcome in rectal cancer patients; results of a population-based study in the Netherlands
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Hagemans, J.A.W., Alberda, W.J., Verstegen, M.G., Wilt, J.H.W. de, Verhoef, C., Elferink, M.A., Burger, J.W.A., Hagemans, J.A.W., Alberda, W.J., Verstegen, M.G., Wilt, J.H.W. de, Verhoef, C., Elferink, M.A., and Burger, J.W.A.
- Abstract
Contains fulltext : 203018.pdf (Publisher’s version ) (Closed access)
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- 2019
9. Feasibility of a subcutaneous gluteal turnover flap without donor site scar for perineal closure after abdominoperineal resection for rectal cancer
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Blok, R.D. (R. D.), Hagemans, J.A.W. (Jan), Burger, J.W.A. (Jacobus), Rothbarth, Ph.H. (Philip), van der Bilt, J.D.W. (Jarmila D.W.), Lapid, O. (O.), Hompes, R. (R.), Tanis, P.J. (Pieter), Blok, R.D. (R. D.), Hagemans, J.A.W. (Jan), Burger, J.W.A. (Jacobus), Rothbarth, Ph.H. (Philip), van der Bilt, J.D.W. (Jarmila D.W.), Lapid, O. (O.), Hompes, R. (R.), and Tanis, P.J. (Pieter)
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Background: Abdominoperineal resection (APR) carries a high risk of perineal wound morbidity. Perineal wound closure using autologous tissue flaps has been shown to be advantageous, but there is no consensus as to the optimal method. The aim of this study was to evaluate the feasibility of a novel gluteal turnover flap (GT-flap) without donor site scar for perineal closure after APR. Methods: Consecutive patients who underwent APR for primary or recurrent r
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- 2019
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10. Treatment of Inguinal Lymph Node Metastases in Patients with Rectal Adenocarcinoma
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Hagemans, J.A.W. (Jan), Rothbarth, Ph.H. (Philip), van Bogerijen, G.H.W., Meerten, E. (Esther) van, Nuyttens, J., Verhoef, C. (Kees), Burger, J.W.A., Hagemans, J.A.W. (Jan), Rothbarth, Ph.H. (Philip), van Bogerijen, G.H.W., Meerten, E. (Esther) van, Nuyttens, J., Verhoef, C. (Kees), and Burger, J.W.A.
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Background Inguinal lymph node metastases (ILNM) from rectal adenocarcinoma are rare and staged as systemic disease. This study aimed to provide insight into the treatment and prognosis of ILNM from rectal adenocarcinoma. Methods All patients with a diagnosis of synchronous or metachronous ILNM from rectal adenocarcinoma between January 2005 and March 2017 were retrospectively reviewed. Results
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- 2019
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11. Total pelvic exenteration for locally advanced and locally recurrent rectal cancer in the elderly
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Hagemans, J.A.W., primary, Rothbarth, J., additional, Kirkels, W.J., additional, Boormans, J.L., additional, van Meerten, E., additional, Nuyttens, J.J.M.E., additional, Madsen, E.V.E., additional, Verhoef, C., additional, and Burger, J.W.A., additional
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- 2018
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12. ASO Author Reflections: Salvage Surgery for Anal Cancer
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Hagemans, J.A.W. (Jan) and Hagemans, J.A.W. (Jan)
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- 2018
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13. The impact of hospital volume on perioperative outcomes of rectal cancer
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Jonker, F.H.W., primary, Hagemans, J.A.W., additional, Verhoef, C., additional, and Burger, J.W.A., additional
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- 2017
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14. The influence of hospital volume on long-term oncological outcome after rectal cancer surgery
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Jonker, F.H., Hagemans, J.A.W., Burger, J.W.A., Verhoef, C., Tanis, P.J., Wilt, J.H.W. de, et al., Jonker, F.H., Hagemans, J.A.W., Burger, J.W.A., Verhoef, C., Tanis, P.J., Wilt, J.H.W. de, and et al.
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Item does not contain fulltext, PURPOSE: The association between hospital volume and outcome in rectal cancer surgery is still subject of debate. The purpose of this study was to assess the impact of hospital volume on outcomes of rectal cancer surgery in the Netherlands in 2011. METHODS: In this collaborative research with a cross-sectional study design, patients who underwent rectal cancer resection in 71 Dutch hospitals in 2011 were included. Annual hospital volume was stratified as low (< 20), medium (20-50), and high (>/= 50). RESULTS: Of 2095 patients, 258 patients (12.3%) were treated in 23 low-volume hospitals, 1329 (63.4%) in 40 medium-volume hospitals, and 508 (24.2%) in 8 high-volume hospitals. Median length of follow-up was 41 months. Clinical tumor stage, neoadjuvant therapy, extended resections, circumferential resection margin (CRM) positivity, and 30-day or in-hospital mortality did not differ significantly between volume groups. Significantly, more laparoscopic procedures were performed in low-volume hospitals, and more diverting stomas in high-volume hospitals. Three-year disease-free survival for low-, medium-, and high-volume hospitals was 75.0, 74.8, and 76.8% (p = 0.682). Corresponding 3-year overall survival rates were 75.9, 79.1, and 80.3% (p = 0.344). In multivariate analysis, hospital volume was not associated with long-term risk of mortality. CONCLUSIONS: No significant impact of hospital volume on rectal cancer surgery outcome could be observed among 71 Dutch hospitals after implementation of a national audit, with the majority of patients being treated at medium-volume hospitals.
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- 2017
15. Palliative pelvic exenteration: A systematic review of patient-centered outcomes
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Hidde M. Kroon, N.N. Dudi-Venkata, S. Bedrikovetski, M.L. Thomas, M.E. Kelly, A.G.J. Aalbers, N. Abdul Aziz, M. Abraham-Nordling, T. Akiyoshi, W. Alberda, M. Andric, A. Antoniou, K.K. Austin, R.P. Baker, M. Bali, G. Baseckas, B.K. Bednarski, G.L. Beets, P.L. Berg, J. Beynon, S. Biondo, L. Bordeianou, M. Brunner, P. Buchwald, J.W.A. Burger, D. Burling, N. Campain, K.K.L. Chan, G.J. Chang, M.H. Chew, P. C Chong, H.K. Christensen, M. Codd, A.J. Colquhoun, A. Corr, M. Coscia, P.E. Coyne, B. Creavin, L. Damjanovic, I.R. Daniels, M. Davies, R.J. Davies, J.H.W. de Wilt, Q. Denost, D. Dietz, E.J. Dozois, M. Duff, T. Eglinton, J.M. Enriquez-Navascues, M.D. Evans, N.S. Fearnhead, F.A. Frizelle, E. Garcia-Granero, J.L. Garcia-Sabrido, L. Gentilini, M.L. George, R. Glynn, T. Golda, B. Griffiths, D.A. Harris, M. Evans, J.A.W. Hagemans, D.P. Harji, A.G. Heriot, W. Hohenberger, T. Holm, J.T. Jenkins, S. Kapur, Y. Kanemitsu, S.R. Kelley, D.S. Keller, H. Kim, C.E. Koh, N.F.M. Kok, R. Kokelaar, C. Kontovounisios, M. Kusters, D.W. Larson, W.L. Law, S. Laurberg, P. Lee, M.L. Lydrup, A.C. Lynch, C. Mantyh, K.L. Mathis, A. Martling, W.J.H.J. Meijerink, S. Merkel, A.M. Mehta, F.D. McDermott, J.S. McGrath, A. Mirnezami, J.R. Morton, T.G. Mullaney, J.W. Mesquita-Neto, M.B. Nielsen, G.A.P. Nieuwenhuijzen, P.J. Nilsson, P.R. O'Connell, G. Palmer, D. Patsouras, G. Pellino, G. Poggioli, M. Quinn, A. Quyn, R.W. Radwan, S. Rasheed, P.C. Rasmussen, S.E. Regenbogen, R. Rocha, J. Rothbarth, C. Roxburgh, H.J.T. Rutten, É. Ryan, P.M. Sagar, A. Saklani, A.M.P. Schizas, E. Schwarzkopf, V. Scripcariu, I. Shaikh, D. Shida, A. Simpson, N.J. Smart, J.J. Smith, M.J. Solomon, M.M. Sørensen, S.R. Steele, D. Steffens, L. Stocchi, N.A. Stylianides, P.P. Tekkis, C. Taylor, P. Tsarkov, S. Tsukamoto, W.H. Turner, J.B. Tuynman, G.H. van Ramshorst, D. van Zoggel, W. Vasquez-Jimenez, C. Verhoef, M. Verstegen, C. Wakeman, S. Warrier, H.H. Wasmuth, M.R. Weiser, J.M.D. Wheeler, J. Wild, J. Yip, D.C. Winter, T. Sammour, Kroon H.M., Dudi-Venkata N.N., Bedrikovetski S., Thomas M.L., Kelly M.E., Aalbers A.G.J., Abdul Aziz N., Abraham-Nordling M., Akiyoshi T., Alberda W., Andric M., Antoniou A., Austin K.K., Baker R.P., Bali M., Baseckas G., Bednarski B.K., Beets G.L., Berg P.L., Beynon J., Biondo S., Bordeianou L., Brunner M., Buchwald P., Burger J.W.A., Burling D., Campain N., Chan K.K.L., Chang G.J., Chew M.H., C Chong P., Christensen H.K., Codd M., Colquhoun A.J., Corr A., Coscia M., Coyne P.E., Creavin B., Damjanovic L., Daniels I.R., Davies M., Davies R.J., de Wilt J.H.W., Denost Q., Dietz D., Dozois E.J., Duff M., Eglinton T., Enriquez-Navascues J.M., Evans M.D., Fearnhead N.S., Frizelle F.A., Garcia-Granero E., Garcia-Sabrido J.L., Gentilini L., George M.L., Glynn R., Golda T., Griffiths B., Harris D.A., Evans M., Hagemans J.A.W., Harji D.P., Heriot A.G., Hohenberger W., Holm T., Jenkins J.T., Kapur S., Kanemitsu Y., Kelley S.R., Keller D.S., Kim H., Koh C.E., Kok N.F.M., Kokelaar R., Kontovounisios C., Kusters M., Larson D.W., Law W.L., Laurberg S., Lee P., Lydrup M.L., Lynch A.C., Mantyh C., Mathis K.L., Martling A., Meijerink W.J.H.J., Merkel S., Mehta A.M., McDermott F.D., McGrath J.S., Mirnezami A., Morton J.R., Mullaney T.G., Mesquita-Neto J.W., Nielsen M.B., Nieuwenhuijzen G.A.P., Nilsson P.J., O'Connell P.R., Palmer G., Patsouras D., Pellino G., Poggioli G., Quinn M., Quyn A., Radwan R.W., Rasheed S., Rasmussen P.C., Regenbogen S.E., Rocha R., Rothbarth J., Roxburgh C., Rutten H.J.T., Ryan E., Sagar P.M., Saklani A., Schizas A.M.P., Schwarzkopf E., Scripcariu V., Shaikh I., Shida D., Simpson A., Smart N.J., Smith J.J., Solomon M.J., Sorensen M.M., Steele S.R., Steffens D., Stocchi L., Stylianides N.A., Tekkis P.P., Taylor C., Tsarkov P., Tsukamoto S., Turner W.H., Tuynman J.B., van Ramshorst G.H., van Zoggel D., Vasquez-Jimenez W., Verhoef C., Verstegen M., Wakeman C., Warrier S., Wasmuth H.H., Weiser M.R., Wheeler J.M.D., Wild J., Yip J., Winter D.C., Sammour T., Kroon, Hm, Dudi-Venkata, Nn, Bedrikovetski, S, Thomas, Ml, Kelly, Me, Aalbers, Agj, Abdul Aziz, N, Abraham-Nordling, M, Akiyoshi, T, Alberda, W, Andric, M, Antoniou, A, Austin, Kk, Baker, Rp, Bali, M, Baseckas, G, Bednarski, Bk, Beets, Gl, Berg, Pl, Beynon, J, Biondo, S, Bordeianou, L, Brunner, M, Buchwald, P, Burger, Jwa, Burling, D, Campain, N, Chan, Kkl, Chang, Gj, Chew, Mh, C Chong, P, Christensen, Hk, Codd, M, Colquhoun, Aj, Corr, A, Coscia, M, Coyne, Pe, Creavin, B, Damjanovic, L, Daniels, Ir, Davies, M, Davies, Rj, de Wilt, Jhw, Denost, Q, Dietz, D, Dozois, Ej, Duff, M, Eglinton, T, Enriquez-Navascues, Jm, Evans, Md, Fearnhead, N, Frizelle, Fa, Garcia-Granero, E, Garcia- Sabrido, Jl, Gentilini, L, George, Ml, Glynn, R, Golda, T, Griffiths, B, Harris, Da, Evans, M, Hagemans, Jaw, Harji, Dp, Heriot, Ag, Hohenberger, W, Holm, T, Jenkins, Jt, Kapur, S, Kanemitsu, Y, Kelley, Sr, Keller, D, Kim, H, Koh, Ce, Kok, Nfm, Kokelaar, R, Kontovounisios, C, Kusters, M, Larson, Dw, Law, Wl, Laurberg, S, Lee, P, Lydrup, Ml, Lynch, Ac, Mantyh, C, Mathis, Kl, Martling, A, Meijerink, Wjhj, Merkel, S, Mehta, Am, Mcdermott, Fd, Mcgrath, J, Mirnezami, A, Morton, Jr, Mullaney, Tg, Mesquita-Neto, Jw, Nielsen, Mb, Nieuwenhuijzen, Gap, Nilsson, Pj, O’Connell, Pr, Palmer, G, Patsouras, D, Pellino, G, Poggioli, G, Quinn, M, Quyn, A, Radwan, Rw, Rasheed, S, Rasmussen, Pc, Regenbogen, Se, Rocha, R, Rothbarth, J, Roxburgh, C, Rutten, Hjt, Ryan, E, Sagar, Pm, Saklani, A, Schizas, Amp, Schwarzkopf, E, Scripcariu, V, Shaikh, I, Shida, D, Simpson, A, Smart, Nj, Smith, Jj, Solomon, Mj, Sørensen, Mm, Steele, Sr, Steffens, D, Stocchi, L, Stylianides, Na, Tekkis, Pp, Taylor, C, Tsarkov, P, Tsukamoto, S, Turner, Wh, Tuynman, Jb, van Ramshorst, Gh, van Zoggel, D, Vasquez- Jimenez, W, Verhoef, C, Verstegen, M, Wakeman, C, Warrier, S, Wasmuth, Hh, Weiser, Mr, Wheeler, Jmd, Wild, J, Yip, J, Winter, Dc, and Sammour, T.
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medicine.medical_specialty ,Pelvic Neoplasm ,Palliative care ,Fistula ,medicine.medical_treatment ,Disease ,Locally advanced pelvic cancer ,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 ,Quality of life ,Internal medicine ,Patient-Centered Care ,Outcome Assessment, Health Care ,medicine ,Palliative surgery ,Humans ,Pelvic Neoplasms ,Pelvic exenteration ,business.industry ,Mortality rate ,Patient-centered outcomes ,Palliative Care ,General Medicine ,medicine.disease ,Pelvic Exenteration ,Oncology ,030220 oncology & carcinogenesis ,030211 gastroenterology & hepatology ,Surgery ,business ,Human - Abstract
Item does not contain fulltext OBJECTIVE: Palliative pelvic exenteration (PPE) is a technically complex operation with high morbidity and mortality rates, considered in patients with limited life expectancy. There is little evidence to guide practice. We performed a systematic review to evaluate the impact of PPE on symptom relief and quality of life (QoL). METHODS: A systematic review was conducted according to the PRISMA guidelines using Ovid MEDLINE, EMBASe, and PubMed databases for studies reporting on outcomes of PPE for symptom relief or QoL. Descriptive statistics were used on pooled patient cohorts. RESULTS: Twenty-three historical cohorts and case series were included, comprising 509 patients. No comparative studies were found. Most malignancies were of colorectal, gynaecological and urological origin. Common indications for PPE were pain, symptomatic fistula, bleeding, malodour, obstruction and pelvic sepsis. The pooled median postoperative morbidity rate was 53.6% (13-100%), the median in-hospital mortality was 6.3% (0-66.7%), and median OS was 14 months (4-40 months). Some symptom relief was reported in a median of 79% (50-100%) of the patients, although the magnitude of effect was poorly measured. Data for QoL measures were inconclusive. Five studies discouraged performing PPE in any patient, while 18 studies concluded that the procedure can be considered in highly selected patients. CONCLUSION: Available evidence on PPE is of low-quality. Morbidity and mortality rates are high with a short median OS interval. While some symptom relief may be afforded by this procedure, evidence for improvement in QoL is limited. A highly selective individualised approach is required to optimise the risk:benefit equation.
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- 2019
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16. Predicting outcomes of pelvic exenteration using machine learning
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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
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