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Risk factors to predict the incidence of surgical adverse events following open or laparoscopic surgery for apparent early stage endometrial cancer: Results from a randomised controlled trial
Abstract Aims To identify risk factors for major adverse events (AEs) and to develop a nomogram to predict the probability of such AEs in patients who have surgery for apparent early stage endometrial cancer. Methods We used data from 753 patients who were randomised to either total laparoscopic hys...
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Published in: | European journal of cancer (1990) 2012-09, Vol.48 (14), p.2155-2162 |
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creator | Kondalsamy-Chennakesavan, Srinivas Janda, Monika Gebski, Val Baker, Jannah Brand, Alison Hogg, Russell Jobling, Thomas W Land, Russell Manolitsas, Tom Nascimento, Marcelo Neesham, Deborah Nicklin, James L Oehler, Martin K Otton, Geoff Perrin, Lewis Salfinger, Stuart Hammond, Ian Leung, Yee Sykes, Peter Ngan, Hextan Garrett, Andrea Laney, Michael Ng, Tong Yow Tam, Karfai Chan, Karen Wrede, David H Pather, Selvan Simcock, Bryony Farrell, Rhonda Robertson, Gregory Walker, Graeme McCartney, Anthony Obermair, Andreas |
description | Abstract Aims To identify risk factors for major adverse events (AEs) and to develop a nomogram to predict the probability of such AEs in patients who have surgery for apparent early stage endometrial cancer. Methods We used data from 753 patients who were randomised to either total laparoscopic hysterectomy or total abdominal hysterectomy in the LACE trial. Serious adverse events that prolonged hospital stay or postoperative adverse events (using common terminology criteria 3+, CTCAE V3) were considered major AEs. We analysed pre-surgical characteristics that were associated with the risk of developing major AEs by multivariate logistic regression. We identified a parsimonious model by backward stepwise logistic regression. The six most significant or clinically important variables were included in the nomogram to predict the risk of major AEs within 6 weeks of surgery and the nomogram was internally validated. Results Overall, 132 (17.5%) patients had at least one major AE. An open surgical approach (laparotomy), higher Charlson’s medical co-morbidities score, moderately differentiated tumours on curettings, higher baseline Eastern Cooperative Oncology Group (ECOG) score, higher body mass index and low haemoglobin levels were associated with AE and were used in the nomogram. The bootstrap corrected concordance index of the nomogram was 0.63 and it showed good calibration. Conclusions Six pre-surgical factors independently predicted the risk of major AEs. This research might form the basis to develop risk reduction strategies to minimise the risk of AEs among patients undergoing surgery for apparent early stage endometrial cancer. |
doi_str_mv | 10.1016/j.ejca.2012.03.013 |
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Methods We used data from 753 patients who were randomised to either total laparoscopic hysterectomy or total abdominal hysterectomy in the LACE trial. Serious adverse events that prolonged hospital stay or postoperative adverse events (using common terminology criteria 3+, CTCAE V3) were considered major AEs. We analysed pre-surgical characteristics that were associated with the risk of developing major AEs by multivariate logistic regression. We identified a parsimonious model by backward stepwise logistic regression. The six most significant or clinically important variables were included in the nomogram to predict the risk of major AEs within 6 weeks of surgery and the nomogram was internally validated. Results Overall, 132 (17.5%) patients had at least one major AE. An open surgical approach (laparotomy), higher Charlson’s medical co-morbidities score, moderately differentiated tumours on curettings, higher baseline Eastern Cooperative Oncology Group (ECOG) score, higher body mass index and low haemoglobin levels were associated with AE and were used in the nomogram. The bootstrap corrected concordance index of the nomogram was 0.63 and it showed good calibration. Conclusions Six pre-surgical factors independently predicted the risk of major AEs. This research might form the basis to develop risk reduction strategies to minimise the risk of AEs among patients undergoing surgery for apparent early stage endometrial cancer.</description><identifier>ISSN: 0959-8049</identifier><identifier>EISSN: 1879-0852</identifier><identifier>DOI: 10.1016/j.ejca.2012.03.013</identifier><identifier>PMID: 22503396</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Algorithms ; Australia - epidemiology ; Biological and medical sciences ; Cancer ; Clinical trials ; Decision Support Techniques ; Endometrial cancer ; Endometrial Neoplasms - epidemiology ; Endometrial Neoplasms - pathology ; Endometrial Neoplasms - surgery ; Female ; Hematology, Oncology and Palliative Medicine ; Hospitals ; Humans ; Hysterectomy - adverse effects ; Hysterectomy - methods ; Incidence ; Laparoscopy - adverse effects ; Length of Stay ; Logistic Models ; Medical sciences ; Middle Aged ; Morbidity ; Multivariate Analysis ; Neoplasm Staging ; Nomograms ; Odds Ratio ; Pharmacology. Drug treatments ; Postoperative Complications - epidemiology ; Postoperative Complications - therapy ; Reproducibility of Results ; Risk Assessment ; Risk Factors ; Risk reduction ; Safety ; Side effects ; Surgery ; Time Factors ; Treatment Outcome ; Tumors</subject><ispartof>European journal of cancer (1990), 2012-09, Vol.48 (14), p.2155-2162</ispartof><rights>Elsevier Ltd</rights><rights>2012 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2012 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c518t-b545c770b0916f99a3bf5e657d2a52276462b57e35ece2dd059dcbad22a2cb553</citedby><cites>FETCH-LOGICAL-c518t-b545c770b0916f99a3bf5e657d2a52276462b57e35ece2dd059dcbad22a2cb553</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26354992$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22503396$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kondalsamy-Chennakesavan, Srinivas</creatorcontrib><creatorcontrib>Janda, Monika</creatorcontrib><creatorcontrib>Gebski, Val</creatorcontrib><creatorcontrib>Baker, Jannah</creatorcontrib><creatorcontrib>Brand, Alison</creatorcontrib><creatorcontrib>Hogg, Russell</creatorcontrib><creatorcontrib>Jobling, Thomas W</creatorcontrib><creatorcontrib>Land, Russell</creatorcontrib><creatorcontrib>Manolitsas, Tom</creatorcontrib><creatorcontrib>Nascimento, Marcelo</creatorcontrib><creatorcontrib>Neesham, Deborah</creatorcontrib><creatorcontrib>Nicklin, James L</creatorcontrib><creatorcontrib>Oehler, Martin K</creatorcontrib><creatorcontrib>Otton, Geoff</creatorcontrib><creatorcontrib>Perrin, Lewis</creatorcontrib><creatorcontrib>Salfinger, Stuart</creatorcontrib><creatorcontrib>Hammond, Ian</creatorcontrib><creatorcontrib>Leung, Yee</creatorcontrib><creatorcontrib>Sykes, Peter</creatorcontrib><creatorcontrib>Ngan, Hextan</creatorcontrib><creatorcontrib>Garrett, Andrea</creatorcontrib><creatorcontrib>Laney, Michael</creatorcontrib><creatorcontrib>Ng, Tong Yow</creatorcontrib><creatorcontrib>Tam, Karfai</creatorcontrib><creatorcontrib>Chan, Karen</creatorcontrib><creatorcontrib>Wrede, David H</creatorcontrib><creatorcontrib>Pather, Selvan</creatorcontrib><creatorcontrib>Simcock, Bryony</creatorcontrib><creatorcontrib>Farrell, Rhonda</creatorcontrib><creatorcontrib>Robertson, Gregory</creatorcontrib><creatorcontrib>Walker, Graeme</creatorcontrib><creatorcontrib>McCartney, Anthony</creatorcontrib><creatorcontrib>Obermair, Andreas</creatorcontrib><title>Risk factors to predict the incidence of surgical adverse events following open or laparoscopic surgery for apparent early stage endometrial cancer: Results from a randomised controlled trial</title><title>European journal of cancer (1990)</title><addtitle>Eur J Cancer</addtitle><description>Abstract Aims To identify risk factors for major adverse events (AEs) and to develop a nomogram to predict the probability of such AEs in patients who have surgery for apparent early stage endometrial cancer. Methods We used data from 753 patients who were randomised to either total laparoscopic hysterectomy or total abdominal hysterectomy in the LACE trial. Serious adverse events that prolonged hospital stay or postoperative adverse events (using common terminology criteria 3+, CTCAE V3) were considered major AEs. We analysed pre-surgical characteristics that were associated with the risk of developing major AEs by multivariate logistic regression. We identified a parsimonious model by backward stepwise logistic regression. The six most significant or clinically important variables were included in the nomogram to predict the risk of major AEs within 6 weeks of surgery and the nomogram was internally validated. Results Overall, 132 (17.5%) patients had at least one major AE. An open surgical approach (laparotomy), higher Charlson’s medical co-morbidities score, moderately differentiated tumours on curettings, higher baseline Eastern Cooperative Oncology Group (ECOG) score, higher body mass index and low haemoglobin levels were associated with AE and were used in the nomogram. The bootstrap corrected concordance index of the nomogram was 0.63 and it showed good calibration. Conclusions Six pre-surgical factors independently predicted the risk of major AEs. This research might form the basis to develop risk reduction strategies to minimise the risk of AEs among patients undergoing surgery for apparent early stage endometrial cancer.</description><subject>Algorithms</subject><subject>Australia - epidemiology</subject><subject>Biological and medical sciences</subject><subject>Cancer</subject><subject>Clinical trials</subject><subject>Decision Support Techniques</subject><subject>Endometrial cancer</subject><subject>Endometrial Neoplasms - epidemiology</subject><subject>Endometrial Neoplasms - pathology</subject><subject>Endometrial Neoplasms - surgery</subject><subject>Female</subject><subject>Hematology, Oncology and Palliative Medicine</subject><subject>Hospitals</subject><subject>Humans</subject><subject>Hysterectomy - adverse effects</subject><subject>Hysterectomy - methods</subject><subject>Incidence</subject><subject>Laparoscopy - adverse effects</subject><subject>Length of Stay</subject><subject>Logistic Models</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Morbidity</subject><subject>Multivariate Analysis</subject><subject>Neoplasm Staging</subject><subject>Nomograms</subject><subject>Odds Ratio</subject><subject>Pharmacology. Drug treatments</subject><subject>Postoperative Complications - epidemiology</subject><subject>Postoperative Complications - therapy</subject><subject>Reproducibility of Results</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Risk reduction</subject><subject>Safety</subject><subject>Side effects</subject><subject>Surgery</subject><subject>Time Factors</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><issn>0959-8049</issn><issn>1879-0852</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><recordid>eNqFkl-L1DAUxYso7jj6BXyQvAi-dLxJmrYREWTxHywIqz6HNLkdM9tpapKOzKfzq5nujAo-6FMC-Z2Tyzm3KB5T2FCg9fPdBndGbxhQtgG-AcrvFCvaNrKEVrC7xQqkkGULlbwoHsS4A4CmreB-ccGYAM5lvSp-XLt4Q3ptkg-RJE-mgNaZRNJXJG40zuJokPiexDlsndED0faAISLBA44pkt4Pg__uxi3xE47EBzLoSQcfjZ-cuZVhOGYsED3lhywiqMNwJDHpbbYZrd9jCi5bG50_Cy_INcZ5WLyD3xNNgl4YF9ES48cU8o_5eit5WNzr9RDx0flcF1_evvl8-b68-vjuw-Xrq9II2qayE5UwTQMdSFr3Umre9QJr0VimBWNNXdWsEw1ygQaZtSCkNZ22jGlmOiH4unh28p2C_zZjTCrPY3AY9Ih-joqyhtWScYD_o8DrtgXJq4yyE2pyXjFgr6bg9jocM6SWjtVOLR2rpWMFXOWOs-jJ2X_u9mh_S36VmoGnZ0DHXFif4zMu_uFqLiqZZ10XL08c5uAODoOKxi11WxfQJGW9-_ccr_6Sm8GNy4rc4BHjzs9hzJUoqmLWqE_LNi7LSBlATrzmPwH_YN5U</recordid><startdate>20120901</startdate><enddate>20120901</enddate><creator>Kondalsamy-Chennakesavan, Srinivas</creator><creator>Janda, Monika</creator><creator>Gebski, Val</creator><creator>Baker, Jannah</creator><creator>Brand, Alison</creator><creator>Hogg, Russell</creator><creator>Jobling, Thomas W</creator><creator>Land, Russell</creator><creator>Manolitsas, Tom</creator><creator>Nascimento, Marcelo</creator><creator>Neesham, Deborah</creator><creator>Nicklin, James L</creator><creator>Oehler, Martin K</creator><creator>Otton, Geoff</creator><creator>Perrin, Lewis</creator><creator>Salfinger, Stuart</creator><creator>Hammond, Ian</creator><creator>Leung, Yee</creator><creator>Sykes, Peter</creator><creator>Ngan, Hextan</creator><creator>Garrett, Andrea</creator><creator>Laney, Michael</creator><creator>Ng, Tong Yow</creator><creator>Tam, Karfai</creator><creator>Chan, Karen</creator><creator>Wrede, David H</creator><creator>Pather, Selvan</creator><creator>Simcock, Bryony</creator><creator>Farrell, Rhonda</creator><creator>Robertson, Gregory</creator><creator>Walker, Graeme</creator><creator>McCartney, Anthony</creator><creator>Obermair, Andreas</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7T2</scope><scope>7U1</scope><scope>7U2</scope><scope>C1K</scope></search><sort><creationdate>20120901</creationdate><title>Risk factors to predict the incidence of surgical adverse events following open or laparoscopic surgery for apparent early stage endometrial cancer: Results from a randomised controlled trial</title><author>Kondalsamy-Chennakesavan, Srinivas ; Janda, Monika ; Gebski, Val ; Baker, Jannah ; Brand, Alison ; Hogg, Russell ; Jobling, Thomas W ; Land, Russell ; Manolitsas, Tom ; Nascimento, Marcelo ; Neesham, Deborah ; Nicklin, James L ; Oehler, Martin K ; Otton, Geoff ; Perrin, Lewis ; Salfinger, Stuart ; Hammond, Ian ; Leung, Yee ; Sykes, Peter ; Ngan, Hextan ; Garrett, Andrea ; Laney, Michael ; Ng, Tong Yow ; Tam, Karfai ; Chan, Karen ; Wrede, David H ; Pather, Selvan ; Simcock, Bryony ; Farrell, Rhonda ; Robertson, Gregory ; Walker, Graeme ; McCartney, Anthony ; Obermair, Andreas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c518t-b545c770b0916f99a3bf5e657d2a52276462b57e35ece2dd059dcbad22a2cb553</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Algorithms</topic><topic>Australia - epidemiology</topic><topic>Biological and medical sciences</topic><topic>Cancer</topic><topic>Clinical trials</topic><topic>Decision Support Techniques</topic><topic>Endometrial cancer</topic><topic>Endometrial Neoplasms - epidemiology</topic><topic>Endometrial Neoplasms - pathology</topic><topic>Endometrial Neoplasms - surgery</topic><topic>Female</topic><topic>Hematology, Oncology and Palliative Medicine</topic><topic>Hospitals</topic><topic>Humans</topic><topic>Hysterectomy - adverse effects</topic><topic>Hysterectomy - methods</topic><topic>Incidence</topic><topic>Laparoscopy - adverse effects</topic><topic>Length of Stay</topic><topic>Logistic Models</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Morbidity</topic><topic>Multivariate Analysis</topic><topic>Neoplasm Staging</topic><topic>Nomograms</topic><topic>Odds Ratio</topic><topic>Pharmacology. Drug treatments</topic><topic>Postoperative Complications - epidemiology</topic><topic>Postoperative Complications - therapy</topic><topic>Reproducibility of Results</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Risk reduction</topic><topic>Safety</topic><topic>Side effects</topic><topic>Surgery</topic><topic>Time Factors</topic><topic>Treatment Outcome</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kondalsamy-Chennakesavan, Srinivas</creatorcontrib><creatorcontrib>Janda, Monika</creatorcontrib><creatorcontrib>Gebski, Val</creatorcontrib><creatorcontrib>Baker, Jannah</creatorcontrib><creatorcontrib>Brand, Alison</creatorcontrib><creatorcontrib>Hogg, Russell</creatorcontrib><creatorcontrib>Jobling, Thomas W</creatorcontrib><creatorcontrib>Land, Russell</creatorcontrib><creatorcontrib>Manolitsas, Tom</creatorcontrib><creatorcontrib>Nascimento, Marcelo</creatorcontrib><creatorcontrib>Neesham, Deborah</creatorcontrib><creatorcontrib>Nicklin, James L</creatorcontrib><creatorcontrib>Oehler, Martin K</creatorcontrib><creatorcontrib>Otton, Geoff</creatorcontrib><creatorcontrib>Perrin, Lewis</creatorcontrib><creatorcontrib>Salfinger, Stuart</creatorcontrib><creatorcontrib>Hammond, Ian</creatorcontrib><creatorcontrib>Leung, Yee</creatorcontrib><creatorcontrib>Sykes, Peter</creatorcontrib><creatorcontrib>Ngan, Hextan</creatorcontrib><creatorcontrib>Garrett, Andrea</creatorcontrib><creatorcontrib>Laney, Michael</creatorcontrib><creatorcontrib>Ng, Tong Yow</creatorcontrib><creatorcontrib>Tam, Karfai</creatorcontrib><creatorcontrib>Chan, Karen</creatorcontrib><creatorcontrib>Wrede, David H</creatorcontrib><creatorcontrib>Pather, Selvan</creatorcontrib><creatorcontrib>Simcock, Bryony</creatorcontrib><creatorcontrib>Farrell, Rhonda</creatorcontrib><creatorcontrib>Robertson, Gregory</creatorcontrib><creatorcontrib>Walker, Graeme</creatorcontrib><creatorcontrib>McCartney, Anthony</creatorcontrib><creatorcontrib>Obermair, Andreas</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Risk Abstracts</collection><collection>Safety Science and Risk</collection><collection>Environmental Sciences and Pollution Management</collection><jtitle>European journal of cancer (1990)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kondalsamy-Chennakesavan, Srinivas</au><au>Janda, Monika</au><au>Gebski, Val</au><au>Baker, Jannah</au><au>Brand, Alison</au><au>Hogg, Russell</au><au>Jobling, Thomas W</au><au>Land, Russell</au><au>Manolitsas, Tom</au><au>Nascimento, Marcelo</au><au>Neesham, Deborah</au><au>Nicklin, James L</au><au>Oehler, Martin K</au><au>Otton, Geoff</au><au>Perrin, Lewis</au><au>Salfinger, Stuart</au><au>Hammond, Ian</au><au>Leung, Yee</au><au>Sykes, Peter</au><au>Ngan, Hextan</au><au>Garrett, Andrea</au><au>Laney, Michael</au><au>Ng, Tong Yow</au><au>Tam, Karfai</au><au>Chan, Karen</au><au>Wrede, David H</au><au>Pather, Selvan</au><au>Simcock, Bryony</au><au>Farrell, Rhonda</au><au>Robertson, Gregory</au><au>Walker, Graeme</au><au>McCartney, Anthony</au><au>Obermair, Andreas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Risk factors to predict the incidence of surgical adverse events following open or laparoscopic surgery for apparent early stage endometrial cancer: Results from a randomised controlled trial</atitle><jtitle>European journal of cancer (1990)</jtitle><addtitle>Eur J Cancer</addtitle><date>2012-09-01</date><risdate>2012</risdate><volume>48</volume><issue>14</issue><spage>2155</spage><epage>2162</epage><pages>2155-2162</pages><issn>0959-8049</issn><eissn>1879-0852</eissn><abstract>Abstract Aims To identify risk factors for major adverse events (AEs) and to develop a nomogram to predict the probability of such AEs in patients who have surgery for apparent early stage endometrial cancer. Methods We used data from 753 patients who were randomised to either total laparoscopic hysterectomy or total abdominal hysterectomy in the LACE trial. Serious adverse events that prolonged hospital stay or postoperative adverse events (using common terminology criteria 3+, CTCAE V3) were considered major AEs. We analysed pre-surgical characteristics that were associated with the risk of developing major AEs by multivariate logistic regression. We identified a parsimonious model by backward stepwise logistic regression. The six most significant or clinically important variables were included in the nomogram to predict the risk of major AEs within 6 weeks of surgery and the nomogram was internally validated. Results Overall, 132 (17.5%) patients had at least one major AE. An open surgical approach (laparotomy), higher Charlson’s medical co-morbidities score, moderately differentiated tumours on curettings, higher baseline Eastern Cooperative Oncology Group (ECOG) score, higher body mass index and low haemoglobin levels were associated with AE and were used in the nomogram. The bootstrap corrected concordance index of the nomogram was 0.63 and it showed good calibration. Conclusions Six pre-surgical factors independently predicted the risk of major AEs. This research might form the basis to develop risk reduction strategies to minimise the risk of AEs among patients undergoing surgery for apparent early stage endometrial cancer.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>22503396</pmid><doi>10.1016/j.ejca.2012.03.013</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Algorithms Australia - epidemiology Biological and medical sciences Cancer Clinical trials Decision Support Techniques Endometrial cancer Endometrial Neoplasms - epidemiology Endometrial Neoplasms - pathology Endometrial Neoplasms - surgery Female Hematology, Oncology and Palliative Medicine Hospitals Humans Hysterectomy - adverse effects Hysterectomy - methods Incidence Laparoscopy - adverse effects Length of Stay Logistic Models Medical sciences Middle Aged Morbidity Multivariate Analysis Neoplasm Staging Nomograms Odds Ratio Pharmacology. Drug treatments Postoperative Complications - epidemiology Postoperative Complications - therapy Reproducibility of Results Risk Assessment Risk Factors Risk reduction Safety Side effects Surgery Time Factors Treatment Outcome Tumors |
title | Risk factors to predict the incidence of surgical adverse events following open or laparoscopic surgery for apparent early stage endometrial cancer: Results from a randomised controlled trial |
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