Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

I Dajti; JI Valenzuela; LA Boccalatte; NA Gemelli; DE Smith; NN Dudi-Venkata; HM Kroon; T Sammour; M Roberts; D Mitchell; K Lah; A Pearce; A Morton; AC Dawson; A Drane; C Sharpin; RM Nataraja; M Pacilli; DRA Cox; V Muralidharan; GE Riddiough; EM Clarke; W Jamel; KR Qin; P Pockney; D Cope; N Egoroff; N Lott; S Putnis; S De Robles; Z Ang; M Mitteregger; S Uranitsch; M Stiegler; G Seitinger; F Aigner; DB Lumenta; SP Nischwitz; E Richtig; M Pau; P Srekl-Filzmaier; N Eibinger; B Michelitsch; M Fediuk; A Papinutti; G Seidel; J Kahn; TU Cohnert; F Messner; D Ofner; Jaroslav Presl; Martin Varga; Michael Weitzendorfer; Klaus Emmanuel; AD Binder; M Zimmermann; S Holawe; E Nkenke; C Grimm; M Kranawetter; AR Mitul; N Islam; S Karim; N Komen; E Ang; H De Praetere; T Tollens; G Schols; C Smets; L Haenen; J Quintens; K Van Belle; GH Van Ramshorst; P Pattyn; L Desender; T Martens; D Van de Putte; P Lerut; A Grimonprez; M Janssen; G De Smul; P Wallaert; J Van den Eynde; W Oosterlinck; R Van den Eynde; A Sermon; A Boeckxstaens; A Cordonnier; J De Coster; J Jaekers; C Politis; M Miserez; N Duchateau; C De Gheldere; N Flamey; A Christiano; B Guidi; AL Minussi; S Castro; W Okoba; FHR Maldonado; P Oliveira; T Baldasso; L Santos; GMA Gomes; IL Buarque; L Pol-Fachin; TS Bezerra; AV Barros; AMR da Silva; ALS Leite; DWA Silvestre; CC Ferro; MS Araujo; LM Lopes; PD Damasceno; DHS Araujo; G Laporte; MC Salem; MAC Guimaraes-Filho; L Nacif; RLG Flumignan; LCU Nakano; DAB Kuramoto; ALS Aidar; MR Pereda; RM Correia; BC Santos; AA Carvalho; JE Amorim; HJG Neto; LL Areias; AF Sousa; CDQ Flumignan; WG Lustre; DH Moreno; N Barros; JCC Baptista-Silva; LL Matos; LP Kowaski; MAV Kulcsar; KS Nunes; MF Teixeira; RL Nunes; TR Ijichi; NJ Kim; A Marreiro; B Muller; JB Awada; G Baiocchi; LP Kowalski; JG Vartanian; FB Makdissi; S Aguiar; N Marques; GB Carvalho; TMDM Marques; EA Abdallah; CE Zurstrassen; JL Gross; SC Zequi; BT Goncalves; SS Santos; JP Duprat; FJF Coimbra; R Cicco; F Takeda; I Cecconello; U Ribeiro; A Gatti; R Oliva; C Nardi; M Slavchev; B Atanasov; N Belev; A Dell; D Bigam; K Dajani; S Al Riyami; J Martin; D Cheng; H Yang; A Fayad; FM Carrier; E Amzallag; J Desroches; M Ruel; NG Caminsky; M Boutros; J Moon; EG Wong; T Vanounou; J Pelletier; S Wong; E Girsowicz; J Bayne; D Obrand; H Gill; O Steinmetz; K MacKenzie; M Lukaszewski; G Jamjoum; P Richebe; O Verdonck; S Discepola; N Godin; M Idrissi; D Briatico; S Sharma; G Talwar; K Bailey; V Lecluyse; G Cote; S Demyttenaere; R Garfinkle; A Kouyoumdjian; S Dumitra; K Khwaja; L Luo; G Berry; AS Liberman; S Schmid; J Spicer; M Al Farsi; J Abou-Khalil; E Couture; S Mohammadi; H Tremblay; N Gagne; A Bergeron; AF Turgeon; O Costerousse; D Bellemare; C Babin; C Blier; ML Wood; A Persad; G Groot; H Pham; E Carbonneau; M Bouchard; M Masse; F Pesant; J Heroux; P Karanicolas; J Hallet; A Nadler; A Nathens; M Ko; A Brar; K Mayson; B Kidane; S Srinathan; MI Escudero; JT Reyes; A Soler-Silva; MM Modolo; PR Nieto; R Sepulveda; A Bolbaran; A Molero; I Ruiz; GP Reyes; R Salas; C Suazo; R Munoz; E Grasset; M Inzunza; N Besser; MJ Irarrazaval; C Jarry; F Bellolio; CAR Manqui; MR Esquide; T Fuentes; J Campos; CJP Rivera; PA Cabrera; RE Pinilla; O Guevara; LJJ Ramirez; BGV Cuasquen; DRH Mora; A Bonilla; S Diaz; E Manrique; H Facundo; JLV Bernal; J Angel; M Garcia; L Guzman; null L

doi:10.1093/bjs/znab183

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

I Dajti, JI Valenzuela, LA Boccalatte, NA Gemelli, DE Smith, NN Dudi-Venkata, HM Kroon, T Sammour, M Roberts, D Mitchell, K Lah, A Pearce, A Morton, AC Dawson, A Drane, C Sharpin, RM Nataraja, M Pacilli, DRA Cox, V MuralidharanGE Riddiough, EM Clarke, W Jamel, KR Qin, P Pockney, D Cope, N Egoroff, N Lott, S Putnis, S De Robles, Z Ang, M Mitteregger, S Uranitsch, M Stiegler, G Seitinger, F Aigner, DB Lumenta, SP Nischwitz, E Richtig, M Pau, P Srekl-Filzmaier, N Eibinger, B Michelitsch, M Fediuk, A Papinutti, G Seidel, J Kahn, TU Cohnert, F Messner, D Ofner, Jaroslav Presl (Co-author), Martin Varga (Co-author), Michael Weitzendorfer (Co-author), Klaus Emmanuel (Co-author), AD Binder, M Zimmermann, S Holawe, E Nkenke, C Grimm, M Kranawetter, AR Mitul, N Islam, S Karim, N Komen, E Ang, H De Praetere, T Tollens, G Schols, C Smets, L Haenen, J Quintens, K Van Belle, GH Van Ramshorst, P Pattyn, L Desender, T Martens, D Van de Putte, P Lerut, A Grimonprez, M Janssen, G De Smul, P Wallaert, J Van den Eynde, W Oosterlinck, R Van den Eynde, A Sermon, A Boeckxstaens, A Cordonnier, J De Coster, J Jaekers, C Politis, M Miserez, N Duchateau, C De Gheldere, N Flamey, A Christiano, B Guidi, AL Minussi, S Castro, W Okoba, FHR Maldonado, P Oliveira, T Baldasso, L Santos, GMA Gomes, IL Buarque, L Pol-Fachin, TS Bezerra, AV Barros, AMR da Silva, ALS Leite, DWA Silvestre, CC Ferro, MS Araujo, LM Lopes, PD Damasceno, DHS Araujo, G Laporte, MC Salem, MAC Guimaraes-Filho, L Nacif, RLG Flumignan, LCU Nakano, DAB Kuramoto, ALS Aidar, MR Pereda, RM Correia, BC Santos, AA Carvalho, JE Amorim, HJG Neto, LL Areias, AF Sousa, CDQ Flumignan, WG Lustre, DH Moreno, N Barros, JCC Baptista-Silva, LL Matos, LP Kowaski, MAV Kulcsar, KS Nunes, MF Teixeira, RL Nunes, TR Ijichi, NJ Kim, A Marreiro, B Muller, JB Awada, G Baiocchi, LP Kowalski, JG Vartanian, FB Makdissi, S Aguiar, N Marques, GB Carvalho, TMDM Marques, EA Abdallah, CE Zurstrassen, JL Gross, SC Zequi, BT Goncalves, SS Santos, JP Duprat, FJF Coimbra, R Cicco, F Takeda, I Cecconello, U Ribeiro, A Gatti, R Oliva, C Nardi, M Slavchev, B Atanasov, N Belev, A Dell, D Bigam, K Dajani, S Al Riyami, J Martin, D Cheng, H Yang, A Fayad, FM Carrier, E Amzallag, J Desroches, M Ruel, NG Caminsky, M Boutros, J Moon, EG Wong, T Vanounou, J Pelletier, S Wong, E Girsowicz, J Bayne, D Obrand, H Gill, O Steinmetz, K MacKenzie, M Lukaszewski, G Jamjoum, P Richebe, O Verdonck, S Discepola, N Godin, M Idrissi, D Briatico, S Sharma, G Talwar, K Bailey, V Lecluyse, G Cote, S Demyttenaere, R Garfinkle, A Kouyoumdjian, S Dumitra, K Khwaja, L Luo, G Berry, AS Liberman, S Schmid, J Spicer, M Al Farsi, J Abou-Khalil, E Couture, S Mohammadi, H Tremblay, N Gagne, A Bergeron, AF Turgeon, O Costerousse, D Bellemare, C Babin, C Blier, ML Wood, A Persad, G Groot, H Pham, E Carbonneau, M Bouchard, M Masse, F Pesant, J Heroux, P Karanicolas, J Hallet, A Nadler, A Nathens, M Ko, A Brar, K Mayson, B Kidane, S Srinathan, MI Escudero, JT Reyes, A Soler-Silva, MM Modolo, PR Nieto, R Sepulveda, A Bolbaran, A Molero, I Ruiz, GP Reyes, R Salas, C Suazo, R Munoz, E Grasset, M Inzunza, N Besser, MJ Irarrazaval, C Jarry, F Bellolio, CAR Manqui, MR Esquide, T Fuentes, J Campos, CJP Rivera, PA Cabrera, RE Pinilla, O Guevara, LJJ Ramirez, BGV Cuasquen, DRH Mora, A Bonilla, S Diaz, E Manrique, H Facundo, JLV Bernal, J Angel, M Garcia, L Guzman, L

Department of Surgery

Research output: Contribution to journal › Original Article › peer-review

28 Citations (Web of Science)

Original language	English
Pages (from-to)	1274-1292
Journal	THE BRITISH JOURNAL OF SURGERY
Volume	108
Issue number	11
DOIs	https://doi.org/10.1093/bjs/znab183
Publication status	Published - 2021

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10.1093/bjs/znab183

Cite this

Dajti, I., Valenzuela, JI., Boccalatte, LA., Gemelli, NA., Smith, DE., Dudi-Venkata, NN., Kroon, HM., Sammour, T., Roberts, M., Mitchell, D., Lah, K., Pearce, A., Morton, A., Dawson, AC., Drane, A., Sharpin, C., Nataraja, RM., Pacilli, M., Cox, DRA., ... L (2021). Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score. THE BRITISH JOURNAL OF SURGERY, 108(11), 1274-1292. https://doi.org/10.1093/bjs/znab183

@article{7939f602de9f4592bae1088aa5d88890,

title = "Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score",

author = "I Dajti and JI Valenzuela and LA Boccalatte and NA Gemelli and DE Smith and NN Dudi-Venkata and HM Kroon and T Sammour and M Roberts and D Mitchell and K Lah and A Pearce and A Morton and AC Dawson and A Drane and C Sharpin and RM Nataraja and M Pacilli and DRA Cox and V Muralidharan and GE Riddiough and EM Clarke and W Jamel and KR Qin and P Pockney and D Cope and N Egoroff and N Lott and S Putnis and {De Robles}, S and Z Ang and M Mitteregger and S Uranitsch and M Stiegler and G Seitinger and F Aigner and DB Lumenta and SP Nischwitz and E Richtig and M Pau and P Srekl-Filzmaier and N Eibinger and B Michelitsch and M Fediuk and A Papinutti and G Seidel and J Kahn and TU Cohnert and F Messner and D Ofner and Jaroslav Presl and Martin Varga and Michael Weitzendorfer and Klaus Emmanuel and AD Binder and M Zimmermann and S Holawe and E Nkenke and C Grimm and M Kranawetter and AR Mitul and N Islam and S Karim and N Komen and E Ang and {De Praetere}, H and T Tollens and G Schols and C Smets and L Haenen and J Quintens and {Van Belle}, K and {Van Ramshorst}, GH and P Pattyn and L Desender and T Martens and {Van de Putte}, D and P Lerut and A Grimonprez and M Janssen and {De Smul}, G and P Wallaert and {Van den Eynde}, J and W Oosterlinck and {Van den Eynde}, R and A Sermon and A Boeckxstaens and A Cordonnier and {De Coster}, J and J Jaekers and C Politis and M Miserez and N Duchateau and {De Gheldere}, C and N Flamey and A Christiano and B Guidi and AL Minussi and S Castro and W Okoba and FHR Maldonado and P Oliveira and T Baldasso and L Santos and GMA Gomes and IL Buarque and L Pol-Fachin and TS Bezerra and AV Barros and {da Silva}, AMR and ALS Leite and DWA Silvestre and CC Ferro and MS Araujo and LM Lopes and PD Damasceno and DHS Araujo and G Laporte and MC Salem and MAC Guimaraes-Filho and L Nacif and RLG Flumignan and LCU Nakano and DAB Kuramoto and ALS Aidar and MR Pereda and RM Correia and BC Santos and AA Carvalho and JE Amorim and HJG Neto and LL Areias and AF Sousa and CDQ Flumignan and WG Lustre and DH Moreno and N Barros and JCC Baptista-Silva and LL Matos and LP Kowaski and MAV Kulcsar and KS Nunes and MF Teixeira and RL Nunes and TR Ijichi and NJ Kim and A Marreiro and B Muller and JB Awada and G Baiocchi and LP Kowalski and JG Vartanian and FB Makdissi and S Aguiar and N Marques and GB Carvalho and TMDM Marques and EA Abdallah and CE Zurstrassen and JL Gross and SC Zequi and BT Goncalves and SS Santos and JP Duprat and FJF Coimbra and R Cicco and F Takeda and I Cecconello and U Ribeiro and A Gatti and R Oliva and C Nardi and M Slavchev and B Atanasov and N Belev and A Dell and D Bigam and K Dajani and {Al Riyami}, S and J Martin and D Cheng and H Yang and A Fayad and FM Carrier and E Amzallag and J Desroches and M Ruel and NG Caminsky and M Boutros and J Moon and EG Wong and T Vanounou and J Pelletier and S Wong and E Girsowicz and J Bayne and D Obrand and H Gill and O Steinmetz and K MacKenzie and M Lukaszewski and G Jamjoum and P Richebe and O Verdonck and S Discepola and N Godin and M Idrissi and D Briatico and S Sharma and G Talwar and K Bailey and V Lecluyse and G Cote and S Demyttenaere and R Garfinkle and A Kouyoumdjian and S Dumitra and K Khwaja and L Luo and G Berry and AS Liberman and S Schmid and J Spicer and {Al Farsi}, M and J Abou-Khalil and E Couture and S Mohammadi and H Tremblay and N Gagne and A Bergeron and AF Turgeon and O Costerousse and D Bellemare and C Babin and C Blier and ML Wood and A Persad and G Groot and H Pham and E Carbonneau and M Bouchard and M Masse and F Pesant and J Heroux and P Karanicolas and J Hallet and A Nadler and A Nathens and M Ko and A Brar and K Mayson and B Kidane and S Srinathan and MI Escudero and JT Reyes and A Soler-Silva and MM Modolo and PR Nieto and R Sepulveda and A Bolbaran and A Molero and I Ruiz and GP Reyes and R Salas and C Suazo and R Munoz and E Grasset and M Inzunza and N Besser and MJ Irarrazaval and C Jarry and F Bellolio and CAR Manqui and MR Esquide and T Fuentes and J Campos and CJP Rivera and PA Cabrera and RE Pinilla and O Guevara and LJJ Ramirez and BGV Cuasquen and DRH Mora and A Bonilla and S Diaz and E Manrique and H Facundo and JLV Bernal and J Angel and M Garcia and L Guzman and L",

note = "Presl; Varga; Weitzendorfer; Emmanuel: Paracelsus Med Univ, Salzburg, Austria;",

year = "2021",

doi = "10.1093/bjs/znab183",

language = "English",

volume = "108",

pages = "1274--1292",

journal = "THE BRITISH JOURNAL OF SURGERY",

issn = "0007-1323",

publisher = "Wiley Verlag ",

number = "11",

}

Dajti, I, Valenzuela, JI, Boccalatte, LA, Gemelli, NA, Smith, DE, Dudi-Venkata, NN, Kroon, HM, Sammour, T, Roberts, M, Mitchell, D, Lah, K, Pearce, A, Morton, A, Dawson, AC, Drane, A, Sharpin, C, Nataraja, RM, Pacilli, M, Cox, DRA, Muralidharan, V, Riddiough, GE, Clarke, EM, Jamel, W, Qin, KR, Pockney, P, Cope, D, Egoroff, N, Lott, N, Putnis, S, De Robles, S, Ang, Z, Mitteregger, M, Uranitsch, S, Stiegler, M, Seitinger, G, Aigner, F, Lumenta, DB, Nischwitz, SP, Richtig, E, Pau, M, Srekl-Filzmaier, P, Eibinger, N, Michelitsch, B, Fediuk, M, Papinutti, A, Seidel, G, Kahn, J, Cohnert, TU, Messner, F, Ofner, D, Presl, J , Varga, M , Weitzendorfer, M , Emmanuel, K, Binder, AD, Zimmermann, M, Holawe, S, Nkenke, E, Grimm, C, Kranawetter, M, Mitul, AR, Islam, N, Karim, S, Komen, N, Ang, E, De Praetere, H, Tollens, T, Schols, G, Smets, C, Haenen, L, Quintens, J, Van Belle, K, Van Ramshorst, GH, Pattyn, P, Desender, L, Martens, T, Van de Putte, D, Lerut, P, Grimonprez, A, Janssen, M, De Smul, G, Wallaert, P, Van den Eynde, J, Oosterlinck, W, Van den Eynde, R, Sermon, A, Boeckxstaens, A, Cordonnier, A, De Coster, J, Jaekers, J, Politis, C, Miserez, M, Duchateau, N, De Gheldere, C, Flamey, N, Christiano, A, Guidi, B, Minussi, AL, Castro, S, Okoba, W, Maldonado, FHR, Oliveira, P, Baldasso, T, Santos, L, Gomes, GMA, Buarque, IL, Pol-Fachin, L, Bezerra, TS, Barros, AV, da Silva, AMR, Leite, ALS, Silvestre, DWA, Ferro, CC, Araujo, MS, Lopes, LM, Damasceno, PD, Araujo, DHS, Laporte, G, Salem, MC, Guimaraes-Filho, MAC, Nacif, L, Flumignan, RLG, Nakano, LCU, Kuramoto, DAB, Aidar, ALS, Pereda, MR, Correia, RM, Santos, BC, Carvalho, AA, Amorim, JE, Neto, HJG, Areias, LL, Sousa, AF, Flumignan, CDQ, Lustre, WG, Moreno, DH, Barros, N, Baptista-Silva, JCC, Matos, LL, Kowaski, LP, Kulcsar, MAV, Nunes, KS, Teixeira, MF, Nunes, RL, Ijichi, TR, Kim, NJ, Marreiro, A, Muller, B, Awada, JB, Baiocchi, G, Kowalski, LP, Vartanian, JG, Makdissi, FB, Aguiar, S, Marques, N, Carvalho, GB, Marques, TMDM, Abdallah, EA, Zurstrassen, CE, Gross, JL, Zequi, SC, Goncalves, BT, Santos, SS, Duprat, JP, Coimbra, FJF, Cicco, R, Takeda, F, Cecconello, I, Ribeiro, U, Gatti, A, Oliva, R, Nardi, C, Slavchev, M, Atanasov, B, Belev, N, Dell, A, Bigam, D, Dajani, K, Al Riyami, S, Martin, J, Cheng, D, Yang, H, Fayad, A, Carrier, FM, Amzallag, E, Desroches, J, Ruel, M, Caminsky, NG, Boutros, M, Moon, J, Wong, EG, Vanounou, T, Pelletier, J, Wong, S, Girsowicz, E, Bayne, J, Obrand, D, Gill, H, Steinmetz, O, MacKenzie, K, Lukaszewski, M, Jamjoum, G, Richebe, P, Verdonck, O, Discepola, S, Godin, N, Idrissi, M, Briatico, D, Sharma, S, Talwar, G, Bailey, K, Lecluyse, V, Cote, G, Demyttenaere, S, Garfinkle, R, Kouyoumdjian, A, Dumitra, S, Khwaja, K, Luo, L, Berry, G, Liberman, AS, Schmid, S, Spicer, J, Al Farsi, M, Abou-Khalil, J, Couture, E, Mohammadi, S, Tremblay, H, Gagne, N, Bergeron, A, Turgeon, AF, Costerousse, O, Bellemare, D, Babin, C, Blier, C, Wood, ML, Persad, A, Groot, G, Pham, H, Carbonneau, E, Bouchard, M, Masse, M, Pesant, F, Heroux, J, Karanicolas, P, Hallet, J, Nadler, A, Nathens, A, Ko, M, Brar, A, Mayson, K, Kidane, B, Srinathan, S, Escudero, MI, Reyes, JT, Soler-Silva, A, Modolo, MM, Nieto, PR, Sepulveda, R, Bolbaran, A, Molero, A, Ruiz, I, Reyes, GP, Salas, R, Suazo, C, Munoz, R, Grasset, E, Inzunza, M, Besser, N, Irarrazaval, MJ, Jarry, C, Bellolio, F, Manqui, CAR, Esquide, MR, Fuentes, T, Campos, J, Rivera, CJP, Cabrera, PA, Pinilla, RE, Guevara, O, Ramirez, LJJ, Cuasquen, BGV, Mora, DRH, Bonilla, A, Diaz, S, Manrique, E, Facundo, H, Bernal, JLV, Angel, J, Garcia, M, Guzman, L & L 2021, 'Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score', THE BRITISH JOURNAL OF SURGERY, vol. 108, no. 11, pp. 1274-1292. https://doi.org/10.1093/bjs/znab183

TY - JOUR

T1 - Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

AU - Dajti, I

AU - Valenzuela, JI

AU - Boccalatte, LA

AU - Gemelli, NA

AU - Smith, DE

AU - Dudi-Venkata, NN

AU - Kroon, HM

AU - Sammour, T

AU - Roberts, M

AU - Mitchell, D

AU - Lah, K

AU - Pearce, A

AU - Morton, A

AU - Dawson, AC

AU - Drane, A

AU - Sharpin, C

AU - Nataraja, RM

AU - Pacilli, M

AU - Cox, DRA

AU - Muralidharan, V

AU - Riddiough, GE

AU - Clarke, EM

AU - Jamel, W

AU - Qin, KR

AU - Pockney, P

AU - Cope, D

AU - Egoroff, N

AU - Lott, N

AU - Putnis, S

AU - De Robles, S

AU - Ang, Z

AU - Mitteregger, M

AU - Uranitsch, S

AU - Stiegler, M

AU - Seitinger, G

AU - Aigner, F

AU - Lumenta, DB

AU - Nischwitz, SP

AU - Richtig, E

AU - Pau, M

AU - Srekl-Filzmaier, P

AU - Eibinger, N

AU - Michelitsch, B

AU - Fediuk, M

AU - Papinutti, A

AU - Seidel, G

AU - Kahn, J

AU - Cohnert, TU

AU - Messner, F

AU - Ofner, D

AU - Presl, Jaroslav

AU - Varga, Martin

AU - Weitzendorfer, Michael

AU - Emmanuel, Klaus

AU - Binder, AD

AU - Zimmermann, M

AU - Holawe, S

AU - Nkenke, E

AU - Grimm, C

AU - Kranawetter, M

AU - Mitul, AR

AU - Islam, N

AU - Karim, S

AU - Komen, N

AU - Ang, E

AU - De Praetere, H

AU - Tollens, T

AU - Schols, G

AU - Smets, C

AU - Haenen, L

AU - Quintens, J

AU - Van Belle, K

AU - Van Ramshorst, GH

AU - Pattyn, P

AU - Desender, L

AU - Martens, T

AU - Van de Putte, D

AU - Lerut, P

AU - Grimonprez, A

AU - Janssen, M

AU - De Smul, G

AU - Wallaert, P

AU - Van den Eynde, J

AU - Oosterlinck, W

AU - Van den Eynde, R

AU - Sermon, A

AU - Boeckxstaens, A

AU - Cordonnier, A

AU - De Coster, J

AU - Jaekers, J

AU - Politis, C

AU - Miserez, M

AU - Duchateau, N

AU - De Gheldere, C

AU - Flamey, N

AU - Christiano, A

AU - Guidi, B

AU - Minussi, AL

AU - Castro, S

AU - Okoba, W

AU - Maldonado, FHR

AU - Oliveira, P

AU - Baldasso, T

AU - Santos, L

AU - Gomes, GMA

AU - Buarque, IL

AU - Pol-Fachin, L

AU - Bezerra, TS

AU - Barros, AV

AU - da Silva, AMR

AU - Leite, ALS

AU - Silvestre, DWA

AU - Ferro, CC

AU - Araujo, MS

AU - Lopes, LM

AU - Damasceno, PD

AU - Araujo, DHS

AU - Laporte, G

AU - Salem, MC

AU - Guimaraes-Filho, MAC

AU - Nacif, L

AU - Flumignan, RLG

AU - Nakano, LCU

AU - Kuramoto, DAB

AU - Aidar, ALS

AU - Pereda, MR

AU - Correia, RM

AU - Santos, BC

AU - Carvalho, AA

AU - Amorim, JE

AU - Neto, HJG

AU - Areias, LL

AU - Sousa, AF

AU - Flumignan, CDQ

AU - Lustre, WG

AU - Moreno, DH

AU - Barros, N

AU - Baptista-Silva, JCC

AU - Matos, LL

AU - Kowaski, LP

AU - Kulcsar, MAV

AU - Nunes, KS

AU - Teixeira, MF

AU - Nunes, RL

AU - Ijichi, TR

AU - Kim, NJ

AU - Marreiro, A

AU - Muller, B

AU - Awada, JB

AU - Baiocchi, G

AU - Kowalski, LP

AU - Vartanian, JG

AU - Makdissi, FB

AU - Aguiar, S

AU - Marques, N

AU - Carvalho, GB

AU - Marques, TMDM

AU - Abdallah, EA

AU - Zurstrassen, CE

AU - Gross, JL

AU - Zequi, SC

AU - Goncalves, BT

AU - Santos, SS

AU - Duprat, JP

AU - Coimbra, FJF

AU - Cicco, R

AU - Takeda, F

AU - Cecconello, I

AU - Ribeiro, U

AU - Gatti, A

AU - Oliva, R

AU - Nardi, C

AU - Slavchev, M

AU - Atanasov, B

AU - Belev, N

AU - Dell, A

AU - Bigam, D

AU - Dajani, K

AU - Al Riyami, S

AU - Martin, J

AU - Cheng, D

AU - Yang, H

AU - Fayad, A

AU - Carrier, FM

AU - Amzallag, E

AU - Desroches, J

AU - Ruel, M

AU - Caminsky, NG

AU - Boutros, M

AU - Moon, J

AU - Wong, EG

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N1 - Presl; Varga; Weitzendorfer; Emmanuel: Paracelsus Med Univ, Salzburg, Austria;

PY - 2021

Y1 - 2021

U2 - 10.1093/bjs/znab183

DO - 10.1093/bjs/znab183

M3 - Original Article

C2 - 34227657

SN - 0007-1323

VL - 108

SP - 1274

EP - 1292

JO - THE BRITISH JOURNAL OF SURGERY

JF - THE BRITISH JOURNAL OF SURGERY

IS - 11

ER -