{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:17:49Z","timestamp":1750220269752,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,4,14]],"date-time":"2022-04-14T00:00:00Z","timestamp":1649894400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,4,14]]},"DOI":"10.1145\/3544109.3544184","type":"proceedings-article","created":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T21:49:24Z","timestamp":1658180964000},"page":"416-424","source":"Crossref","is-referenced-by-count":0,"title":["Construction of Perioperative Risk Assessment Model for Elderly Patients based on Machine Learning"],"prefix":"10.1145","author":[{"given":"Jing","family":"He","sequence":"first","affiliation":[{"name":"Department of Comprehensive Surgery, Second Medical Center of Chinese PLA, General Hospital & National Clinical Research Center for Geriatric Diseases, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linggen","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Comprehensive Surgery, Second Medical Center of Chinese PLA, General Hospital & National Clinical Research Center for Geriatric Diseases, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Comprehensive Surgery, Second Medical Center of Chinese PLA, General Hospital & National Clinical Research Center for Geriatric Diseases, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rong","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Comprehensive Surgery, Second Medical Center of Chinese PLA, General Hospital & National Clinical Research Center for Geriatric Diseases, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rui","family":"Cheng","sequence":"additional","affiliation":[{"name":"Department of Comprehensive Surgery, Second Medical Center of Chinese PLA, General Hospital & National Clinical Research Center for Geriatric Diseases, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,7,18]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1016\/j.bja.2019.01.013","article-title":"Initiative consensus statement on intraoperative blood pressure, risk and outcomes for elective surgery","volume":"122","author":"Sessler DI","year":"2019","unstructured":"Sessler DI , Bloomstone JA , Aronson S , Pressure Quality Initiative consensus statement on intraoperative blood pressure, risk and outcomes for elective surgery . Br J Anaesth , 2019 , vol. 122 , pp. 563 - 574 . Sessler DI, Bloomstone JA, Aronson S, Pressure Quality Initiative consensus statement on intraoperative blood pressure, risk and outcomes for elective surgery. Br J Anaesth, 2019, vol. 122, pp. 563-574.","journal-title":"Br J Anaesth"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"crossref","first-page":"225939","DOI":"10.1371\/journal.pone.0225939","article-title":"Incidence and prediction of intraoperative and postoperative cardiac arrest requiring cardiopulmonary resuscitation and 30-day mortality in non-cardiac surgical patients","volume":"15","author":"Kaiser HA","year":"2020","unstructured":"Kaiser HA , Saied NN , Kokoefer AS , Incidence and prediction of intraoperative and postoperative cardiac arrest requiring cardiopulmonary resuscitation and 30-day mortality in non-cardiac surgical patients . PLoS One , 2020 , vol. 15 , pp. 225939 . Kaiser HA, Saied NN, Kokoefer AS, Incidence and prediction of intraoperative and postoperative cardiac arrest requiring cardiopulmonary resuscitation and 30-day mortality in non-cardiac surgical patients. PLoS One, 2020, vol. 15, pp. 225939.","journal-title":"PLoS One"},{"key":"e_1_3_2_1_3_1","first-page":"e13684","article-title":"Prediction of Mortality in Patients After Oncologic Gastrointestinal Surgery: Comparison of the ASA, APACHE II, and POSSUM Scoring Systems","volume":"13","author":"Kisa NG","year":"2021","unstructured":"Kisa NG , Kisa E , Cevik BE . Prediction of Mortality in Patients After Oncologic Gastrointestinal Surgery: Comparison of the ASA, APACHE II, and POSSUM Scoring Systems . Cureus , 2021 , vol. 13 , pp. e13684 . Kisa NG, Kisa E, Cevik BE. Prediction of Mortality in Patients After Oncologic Gastrointestinal Surgery: Comparison of the ASA, APACHE II, and POSSUM Scoring Systems. Cureus, 2021, vol. 13, pp. e13684.","journal-title":"Cureus"},{"key":"e_1_3_2_1_4_1","first-page":"12","article-title":"Score in post-operative patients","volume":"20","author":"Vyas N L","year":"2021","unstructured":"Vyas N L , Chavan S , Gandhi A , Predictability of Morbidity and Mortality using POSSUM Score in post-operative patients . IOSR Journal of Dental and Medical Sciences , 2021 , vol. 20 , pp. 12 - 16 . Vyas N L , Chavan S , Gandhi A , Predictability of Morbidity and Mortality using POSSUM Score in post-operative patients. IOSR Journal of Dental and Medical Sciences, 2021, vol. 20, pp.12-16.","journal-title":"IOSR Journal of Dental and Medical Sciences"},{"key":"e_1_3_2_1_5_1","first-page":"1","article-title":"Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis","volume":"45","author":"Li G","year":"2021","unstructured":"Li G , Walco J P , Mueller D A , Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis . Journal of Medical Systems , 2021 , vol. 45 , pp. 1 - 8 . Li G, Walco J P, Mueller D A, Reliability of the ASA Physical Status Classification System in Predicting Surgical Morbidity: a Retrospective Analysis. Journal of Medical Systems, 2021, vol. 45, pp.1-8.","journal-title":"Journal of Medical Systems"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","first-page":"101457","DOI":"10.1016\/j.inat.2021.101457","article-title":"The utilization of APACHE II score to predict the incidence of ventilator-associated pneumonia in patients with severe traumatic brain injury: A single-center study.","volume":"28","author":"Sutiono A B","year":"2022","unstructured":"Sutiono A B , Arifin M Z , Adhipratama H , The utilization of APACHE II score to predict the incidence of ventilator-associated pneumonia in patients with severe traumatic brain injury: A single-center study. Interdisciplinary Neurosurgery , 2022 , vol. 28 , pp. 101457 . Sutiono A B, Arifin M Z, Adhipratama H, The utilization of APACHE II score to predict the incidence of ventilator-associated pneumonia in patients with severe traumatic brain injury: A single-center study.Interdisciplinary Neurosurgery, 2022, vol. 28, pp.101457.","journal-title":"Interdisciplinary Neurosurgery"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","first-page":"40","DOI":"10.5152\/eurasianjmed.2021.20081","article-title":"Comparison of SOFA Score, SIRS, qSOFA, and qSOFA+L Criteria in the Diagnosis and Prognosis of Sepsis","volume":"53","author":"Toker A K","year":"2021","unstructured":"Toker A K , Kose S , Turken M . Comparison of SOFA Score, SIRS, qSOFA, and qSOFA+L Criteria in the Diagnosis and Prognosis of Sepsis . Eurasian Journal of Medicine , 2021 , vol. 53 , pp. 40 - 47 . Toker A K, Kose S, Turken M. Comparison of SOFA Score, SIRS, qSOFA, and qSOFA+L Criteria in the Diagnosis and Prognosis of Sepsis. Eurasian Journal of Medicine, 2021, vol. 53, pp.40-47.","journal-title":"Eurasian Journal of Medicine"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/s12055-021-01312-z","article-title":"Thorax trauma severity score in patient with chest trauma: study at tertiary-level hospital","volume":"38","author":"Kanake V","year":"2022","unstructured":"Kanake V , Kale K , Mangam S , Thorax trauma severity score in patient with chest trauma: study at tertiary-level hospital . Indian Journal of Thoracic and Cardiovascular Surgery , 2022 , vol. 38 , pp. 149 - 156 . Kanake V, Kale K, Mangam S, Thorax trauma severity score in patient with chest trauma: study at tertiary-level hospital. Indian Journal of Thoracic and Cardiovascular Surgery, 2022, vol. 38, pp.149-156.","journal-title":"Indian Journal of Thoracic and Cardiovascular Surgery"},{"key":"e_1_3_2_1_9_1","first-page":"1","article-title":"Evaluation of Multiple Organ Dysfunction Score (MODS) and the Sequential Organ Failure Assessment (SOFA) score as in-hospital outcome predictors among cases of hydrogen cyanamide exposure: a cross-sectional study","author":"Sharif A F","year":"2021","unstructured":"Sharif A F , Fayed M M . Evaluation of Multiple Organ Dysfunction Score (MODS) and the Sequential Organ Failure Assessment (SOFA) score as in-hospital outcome predictors among cases of hydrogen cyanamide exposure: a cross-sectional study . Environmental Science and Pollution Research , 2021 , pp. 1 - 16 . Sharif A F, Fayed M M. Evaluation of Multiple Organ Dysfunction Score (MODS) and the Sequential Organ Failure Assessment (SOFA) score as in-hospital outcome predictors among cases of hydrogen cyanamide exposure: a cross-sectional study. Environmental Science and Pollution Research, 2021, pp.1-16.","journal-title":"Environmental Science and Pollution Research"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","first-page":"15561","DOI":"10.1038\/s41598-021-95226-w","article-title":"Factors influencing the injury severity score and the probability of survival in patients who fell from height","volume":"11","author":"Fujii M","year":"2021","unstructured":"Fujii M , Shirakawa T , Nakamura M , Factors influencing the injury severity score and the probability of survival in patients who fell from height . Scientific Reports , 2021 , vol. 11 , pp. 15561 . Fujii M, Shirakawa T, Nakamura M, Factors influencing the injury severity score and the probability of survival in patients who fell from height. Scientific Reports, 2021, vol. 11, pp.15561.","journal-title":"Scientific Reports"},{"key":"e_1_3_2_1_11_1","first-page":"241","volume":"12","author":"Wen X M","year":"2002","unstructured":"Wen X M , Ren N , Hua X X , Distribution and Antibacterial Resistance of Nosocomial Infection Pathogens from National Nosocomial Infection Surveillance System . Chinese Journal of Nosoconmiology , 2002 , vol. 12 , pp. 241 - 244 . Wen X M, Ren N, Hua X X, Distribution and Antibacterial Resistance of Nosocomial Infection Pathogens from National Nosocomial Infection Surveillance System. Chinese Journal of Nosoconmiology, 2002, vol. 12, pp.241-244.","journal-title":"Chinese Journal of Nosoconmiology"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","first-page":"2002","DOI":"10.1161\/STROKEAHA.119.024995","volume":"50","author":"Wilcox T","year":"2019","unstructured":"Wilcox T , Smilowitz NR , Xia Y , Cardiovascular Risk Scores to Predict Perioperative Stroke in Noncardiac Surgery . Stroke , 2019 , vol. 50 , pp. 2002 - 2006 . Wilcox T, Smilowitz NR, Xia Y, Cardiovascular Risk Scores to Predict Perioperative Stroke in Noncardiac Surgery. Stroke, 2019, vol. 50, pp.2002-2006.","journal-title":"Stroke"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","first-page":"1942","DOI":"10.3390\/jcm9061942","article-title":"Recognizing Risks and Optimizing Perioperative Care to Reduce Respiratory Complications in the Pediatric Patient","volume":"9","author":"Egbuta C","year":"2020","unstructured":"Egbuta C , Mason K P . Recognizing Risks and Optimizing Perioperative Care to Reduce Respiratory Complications in the Pediatric Patient . Journal of Clinical Medicine , 2020 , vol. 9 , pp. 1942 . Egbuta C, Mason K P. Recognizing Risks and Optimizing Perioperative Care to Reduce Respiratory Complications in the Pediatric Patient. Journal of Clinical Medicine, 2020, vol. 9, pp.1942.","journal-title":"Journal of Clinical Medicine"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1007\/s13670-021-00373-7","article-title":"Optimizing Cardiac Performance During the Perioperative Period","volume":"10","author":"Jones T J","year":"2022","unstructured":"Jones T J , Bhattacharya B , Davis K A . Optimizing Cardiac Performance During the Perioperative Period . Current Geriatrics Reports , 2022 , vol. 10 , pp. 175 - 181 . Jones T J, Bhattacharya B, Davis K A. Optimizing Cardiac Performance During the Perioperative Period. Current Geriatrics Reports, 2022, vol. 10, pp.175-181.","journal-title":"Current Geriatrics Reports"},{"key":"e_1_3_2_1_15_1","first-page":"2277","volume-title":"Mayo Clin Proc,2019","volume":"94","author":"Wright DE","unstructured":"Wright DE , Knuesel SJ , Nagarur A , Examining Risk:A Systematic Review of Perioperative Cardiac Risk Prediction Indices . Mayo Clin Proc,2019 , vol. 94 , pp. 2277 - 2290 . Wright DE,Knuesel SJ,Nagarur A,et al. Examining Risk:A Systematic Review of Perioperative Cardiac Risk Prediction Indices. Mayo Clin Proc,2019, vol. 94, pp.2277-2290."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1016\/j.medcli.2019.09.020","article-title":"Mortalidad tras fractura de cadera: modelos predictivos - ScienceDirect","volume":"154","author":"Bpr A","year":"2020","unstructured":"Bpr A , Jgp A , Pmm B . Mortalidad tras fractura de cadera: modelos predictivos - ScienceDirect . Medicina Cl\u00ednica , 2020 , vol. 154 , pp. 221 - 231 . Bpr A, Jgp A, Pmm B. Mortalidad tras fractura de cadera: modelos predictivos - ScienceDirect. Medicina Cl\u00ednica, 2020, vol. 154, pp.221-231.","journal-title":"Medicina Cl\u00ednica"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1007\/s13670-021-00373-7","article-title":"Optimizing Cardiac Performance During the Perioperative Period","volume":"10","author":"Jones T J","year":"2022","unstructured":"Jones T J , Bhattacharya B , Davis K A . Optimizing Cardiac Performance During the Perioperative Period . Current Geriatrics Reports , 2022 , vol. 10 , pp. 175 - 181 . Jones T J, Bhattacharya B, Davis K A. Optimizing Cardiac Performance During the Perioperative Period. Current Geriatrics Reports, 2022, vol. 10, pp.175-181.","journal-title":"Current Geriatrics Reports"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1097\/SLA.0b013e3181afde41"},{"key":"e_1_3_2_1_19_1","first-page":"34","article-title":"Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function","volume":"2019","author":"Lindroth H","unstructured":"Lindroth H , Bratzke Lisa , Twadell S , Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function . Int J Geriatr Psychiatry , 2019 , vol. 34 , pp.1018-1028. Lindroth H, Bratzke Lisa, Twadell S, Predicting postoperative delirium severity in older adults: The role of surgical risk and executive function. Int J Geriatr Psychiatry,2019, vol. 34, pp.1018-1028.","journal-title":"Int J Geriatr Psychiatry"},{"key":"e_1_3_2_1_20_1","first-page":"1380","volume-title":"BMJ","volume":"7246","author":"Rozzini R.","year":"2021","unstructured":"Rozzini R. Patients' preferences and \"paternalistic approach\" in elderly patients with atrial fibrillation . BMJ , 2021 , vol. 7246 , pp. 1380 - 1384 . Rozzini R. Patients' preferences and \"paternalistic approach\" in elderly patients with atrial fibrillation. BMJ, 2021, vol. 7246, pp.1380-1384."},{"key":"e_1_3_2_1_21_1","first-page":"1","article-title":"Emergency department and hospital revisits after ambulatory surgery for kidney stones: an analysis of the Healthcare Cost and Utilization Project","author":"Michel K F","year":"2021","unstructured":"Michel K F , Patel H D , Ziemba J B . Emergency department and hospital revisits after ambulatory surgery for kidney stones: an analysis of the Healthcare Cost and Utilization Project . Urolithiasis , 2021 , pp. 1 - 9 . Michel K F, Patel H D, Ziemba J B. Emergency department and hospital revisits after ambulatory surgery for kidney stones: an analysis of the Healthcare Cost and Utilization Project. Urolithiasis, 2021, pp.1-9.","journal-title":"Urolithiasis"},{"key":"e_1_3_2_1_22_1","first-page":"128","volume-title":"Effective prediction of postoperative complications for patients after open hepatectomy: a simplified scoring system based on perioperative parameters. BMC Surg,2019","author":"Chen L","unstructured":"Chen L , Wang YB , Zhang YH , Effective prediction of postoperative complications for patients after open hepatectomy: a simplified scoring system based on perioperative parameters. BMC Surg,2019 , vol. 19 , pp. 128 . Chen L, Wang YB, Zhang YH, Effective prediction of postoperative complications for patients after open hepatectomy: a simplified scoring system based on perioperative parameters. BMC Surg,2019, vol. 19, pp.128."}],"event":{"name":"IPEC2022: 2022 3rd Asia-Pacific Conference on Image Processing, Electronics and Computers","acronym":"IPEC2022","location":"Dalian China"},"container-title":["2022 3rd Asia-Pacific Conference on Image Processing, Electronics and Computers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544109.3544184","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3544109.3544184","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:31:02Z","timestamp":1750188662000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3544109.3544184"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4,14]]},"references-count":22,"alternative-id":["10.1145\/3544109.3544184","10.1145\/3544109"],"URL":"https:\/\/doi.org\/10.1145\/3544109.3544184","relation":{},"subject":[],"published":{"date-parts":[[2022,4,14]]}}}