What is the Delirium Bibliography? The searchable Delirium Bibliography page is one of our most popular features, allowing you to quickly gain access to the literature on delirium and acute care of older persons. It is primarily intended for clinicians and researchers interested in exploring these topics. The NIDUS team keeps it updated for you on a monthly basis!
How to Search for Articles: Search by author, title, year, and/or keywords. Each article is indexed by keywords taken from MEDLINE and other relevant databases. Click on the title of the article to read the abstract, journal, etc.
Reference Information
- Title
- Machine learning-based delirium prediction in surgical in-patients: a prospective validation study
- Authors
- Jauk, S. Kramer, D. Sumerauer, S. Veeranki, S. P. K. Schrempf, M. Puchwein, P.
- Year
- 2024
- Journal
- JAMIA Open
- Abstract
OBJECTIVE: Delirium is a syndrome that leads to severe complications in hospitalized patients, but is considered preventable in many cases. One of the biggest challenges is to identify patients at risk in a hectic clinical routine, as most screening tools cause additional workload. The aim of this study was to validate a machine learning (ML)-based delirium prediction tool on surgical in-patients undergoing a systematic assessment of delirium. MATERIALS AND METHODS: 738 in-patients of a vascular surgery, a trauma surgery and an orthopedic surgery department were screened for delirium using the DOS scale twice a day over their hospital stay. Concurrently, delirium risk was predicted by the ML algorithm in real-time for all patients at admission and evening of admission. The prediction was performed automatically based on existing EHR data and without any additional documentation needed. RESULTS: 103 patients (14.0%) were screened positive for delirium using the DOS scale. Out of them, 85 (82.5%) were correctly identified by the ML algorithm. Specificity was slightly lower, detecting 463 (72.9%) out of 635 patients without delirium. The AUROC of the algorithm was 0.883 (95% CI, 0.8523-0.9147). DISCUSSION: In this prospective validation study, the implemented machine-learning algorithm was able to detect patients with delirium in surgical departments with high discriminative performance. CONCLUSION: In future, this tool or similar decision support systems may help to replace time-intensive screening tools and enable efficient prevention of delirium.
- PMID
PMID: 39297150
PMCID: PMC11408728
- Keywords
- clinical decision supportdeliriumelectronic health recordsprediction algorithmsrandom forest
- Page(s)
- Volume
- Issue
| Title | Authors | Journal | Year | Keywords |
|---|---|---|---|---|
| Appraisal of Clinical Practice Guideline: Clinical Practice Guidelines for the Prevention and Management of Pain, Agitation/Sedation, Delirium, Immobility, and Sleep Disruption in Adult Patients in the ICU | Lang, J. | J Physiother | 2022 |
Adult |
| Validation of the Korean Version of the Delirium Diagnostic Tool-Provisional (K-DDT-Pro) | Kim, K. M. Shim, M. S. Yi, D. Jeon, S. Y. Kim, J. L. | Psychiatry Investig | 2022 |
Delirium |
| Trazodone and Mianserin for Delirium: A Retrospective Chart Review | Kawano, S. Ide, K. Kodama, K. Kikuchi, Y. Sugihara, H. Fujisawa, D. Uchida, H. Mimura, M. Takeuchi, H. | J Clin Psychopharmacol | 2022 | |
| PAINT I: the effect of art therapy in preventing and managing delirium among hospitalized older adults in the PAINT I study-a proof-of-concept trial | Katrin, S. Masuch, J. Lim, S. Habboub, B. Gosch, M. | Eur Geriatr Med | 2022 |
Art therapy |
| Building collaborative relationships with family caregivers of hospitalized older persons with delirium superimposed on dementia: A qualitative study | Julian, P. Ploeg, J. Kaasalainen, S. Markle-Reid, M. | J Adv Nurs | 2022 |
acute care |
| Volatile Versus Total Intravenous Anesthesia on Postoperative Delirium in Adult Patients Undergoing Cardiac Valve Surgery: A Randomized Clinical Trial | Jiang, J. L. Zhang, L. He, L. L. Yu, H. Li, X. F. Dai, S. H. Yu, H. | Anesth Analg | 2022 | |
| The Effect of Scenario-Based Learning on the Performance of Nurses Regarding Delirium in Cardiac Surgery Intensive Care Units: A Quasi-Experimental Study | Jahanbazi, A. Jokar, F. Kheirollahi, N. | Iran J Nurs Midwifery Res | 2022 |
Delirium |
| Influence of cardioplegic solution on incidence of delirium after CABG surgery: Use of Calafiore blood cardioplegia versus HTK - Bretschneider - solution in a single-center retrospective analysis from 2017 to 2021 | Irqsusi, M. Loos, D. Dielmann, K. Ramzan, R. Wulf, H. Ghazy, T. Vogt, S. Rastan, A. J. | J Card Surg | 2022 |
CABG procedure |
| Should neuroleptics be used in patients with delirium seen by palliative care? | Hui, D. Agar, M. Maeda, I. | J Pain Symptom Manage | 2022 |
antipsychotic agents |
| Risk factors for postoperative delirium in elderly urological patients: A meta-analysis | Hua, Y. Chen, S. Xiong, X. Lin, C. Li, D. Tu, P. | Medicine (Baltimore) | 2022 |
Aged |
| Successful aging after elective surgery II: Study design and methods | Hshieh, T. T. Schmitt, E. M. Fong, T. G. Arnold, S. Cavallari, M. Dickerson, B. C. Dillon, S. T. Jones, R. N. Libermann, T. A. Marcantonio, E. R. Pascual-Leone, A. Shafi, M. M. Touroutoglou, A. Travison, T. G. Gou, R. Y. Tommet, D. Abdeen, A. Earp, B. Kun | J Am Geriatr Soc | 2022 |
biomarkers |
| Overestimation of the Causal Effects of Medications on Delirium During Postoperative Hospital Days | Hindman, B. J. Dexter, F. | Anesth Analg | 2022 |
Humans |
| A new medication-based prediction score for postoperative delirium in surgical patients: Development and proof of feasibility in a retrospective patient cohort | Hindelang, V. Dimitriadis, K. Saller, T. Golla, K. Mannell, H. Hug, M. J. Strobach, D. | Pharmazie | 2022 |
Humans |
| Forecasting Postoperative Delirium in Older Adult Patients with Fast-and-Frugal Decision Trees | Heinrich, M. Woike, J. K. Spies, C. D. Wegwarth, O. | J Clin Med | 2022 |
clinical data prediction |
| Association of Delirium Incidence with Visitation Restrictions due to COVID-19 Pandemic in Patients with Acute Cerebrovascular Disease in a Stroke-Unit Setting: A Retrospective Cohort Study | Hahn, M. Gröschel, S. Gröschel, K. Uphaus, T. | Gerontology | 2022 |
COVID-19 pandemic |
| Nurses' assessment of subsyndromal delirium and barriers to assessment: A cross-sectional survey in the intensive care unit | Gao, Y. Zhang, C. Liao, C. Gan, X. | J Nurs Manag | 2022 |
barriers |
| Anxiety as a Risk Factor for Postoperative Delirium in Elective Spine Deformity Surgeries: A National Database Study | Freedman, Z. Hudock, N. Hallan, D. R. Kelleher, J. | Cureus | 2022 |
anxiety |
| Presurgical diffusion metrics of the thalamus and thalamic nuclei in postoperative delirium: A prospective two-centre cohort study in older patients | Fislage, M. Winzeck, S. Stamatakis, E. Correia, M. M. Preller, J. Feinkohl, I. Spies, C. D. Hendrikse, J. J. C. Slooter A Winterer, G. Pischon, T. Menon, D. K. Zacharias, N. | Neuroimage Clin | 2022 |
Diffusion kurtosis imaging |
| Long-Term Intensive Care Unit (ICU) Stays Can Lead to Long-Term Cognitive Impairment (LTCI): Neurosurgery Nursing Strategies to Minimize Risk | Fiani, B. Figueras, R. A. Samones, P. Lee, C. Castillo, A. Sangalang, B. Garcia Perez, F. | Cureus | 2022 |
cognitive impairment |
| Future without delirium: not quite there yet but we can start by prescribing touch | Fernandes, S. M. Adão-Serrano, M. Rodrigues, A. R. Belo, P. | Crit Care | 2022 |
Humans |
| Using Music for the Prevention of Delirium in Patients After Coronary Artery Bypass Graft Surgery: A Randomized Clinical Trial | Esfahanian, F. Mirmohammadsadeghi, A. Gholami, H. Neshat, S. Mansouri, M. Sadeghi, M. Bathaie, S. R. Heidari, Z. Mirmohammadsadeghi, M. | J Cardiothorac Vasc Anesth | 2022 |
clinical trial |
| The association of chronic pain and postoperative delirium: a prospective observational cohort study | Eckert, S. C. Spies, C. D. Mörgeli, R. Kruppa, J. Heinrich, M. | Minerva Anestesiol | 2022 | |
| Functional brain network and trail making test changes following major surgery and postoperative delirium: a prospective, multicentre, observational cohort study | Ditzel, F. L. van Montfort, S. J. T. Vernooij, L. M. Kant, I. M. J. Aarts, E. Spies, C. D. Hendrikse, J. Slooter, A. J. C. van Dellen, E. | Br J Anaesth | 2022 |
brain network |
| Comparison of Intravenous and Inhalational Anesthetic on Postoperative Cognitive Outcomes in Elderly Patients Undergoing Cancer Surgery: Systematic Review and Meta-analysis | Ding, Y. Yu, J. Cui, F. Li, J. | J Perianesth Nurs | 2022 |
Aged |
| Examining Subjective Psychological Experiences of Postoperative Delirium in Older Cardiac Surgery Patients | Cohen, C. L. Atkins, K. J. Evered, L. A. Silbert, B. S. Scott, D. A. | Anesth Analg | 2022 | |
| Instruments to measure postintensive care syndrome: a scoping review protocol | Chu, Y. Timmins, F. Thompson, D. Eustace-Cook, J. | BMJ Open | 2022 |
Adult |
| Leucine-rich glioma-inactivated 1 antibody encephalitis as a rare cause of delirium | Ching, E. Murdoch, H. Mohammed, H. | Geriatr Gerontol Int | 2022 | |
| A novel semiautomatic Chinese keywords instrument screening delirium based on electronic medical records | Chen, L. Li, N. Zheng, Y. Gao, L. Ge, N. Xie, D. Yue, J. | BMC Geriatr | 2022 |
Aged |
| Effect of Preoperative Oral Saline Administration on Postoperative Delirium in Older Persons: A Randomized Controlled Trial | Chen, J. Xie, S. Chen, Y. Qiu, T. Lin, J. | Clin Interv Aging | 2022 |
Humans |
| Frailty and delirium in hospitalized older adults: A systematic review with meta-analysis | Cechinel, C. Lenardt, M. H. Rodrigues, J. A. M. Binotto, M. A. Aristides, M. M. Kraus, R. | Rev Lat Am Enfermagem | 2022 |
Humans |
| QEEG abnormalities in cognitively unimpaired patients with delirium | Carrarini, C. Calisi, D. De Rosa, M. A. Di Iorio, A. D'Ardes, D. Pellegrino, R. Gazzina, S. Pilotto, A. Arighi, A. Carandini, T. Cagnin, A. Mozzetta, S. Gallucci, M. Bonifati, D. M. Costa, C. D'Antonio, F. Bruno, G. Cipollone, F. Babiloni, C. Padovani, A. | J Neurol Neurosurg Psychiatry | 2022 |
Cognition |
| Prediction models for postoperative delirium after cardiac surgery: Systematic review and critical appraisal | Cai, S. Li, J. Gao, J. Pan, W. Zhang, Y. | Int J Nurs Stud | 2022 |
Cardiac surgery |
| Implementing a Delirium Risk Stratification Tool and Rounds to Identify and Prevent Delirium in Hospitalized Older Adults | Byrnes, T. Woodward, J. | J Nurs Care Qual | 2022 | |
| The Assessment of Immediate Postoperative Delirium in Neurologically Intact Adult Patients Admitted to the Post-anesthesia Care Unit: A Cross-Sectional Study | Burad, J. Date, R. Al Ismaili, M. Sharma, P. Kuriakose, N. Kodange, S. Birur, S. K. Al Yaqoubi, K. Al Mawali, A. Padmalayan, A. El Mady, H. Elawdy, M. Jaju, S. Al Abady, A. | Cureus | 2022 |
anesthesia recovery period |
| Deconstructing delirium in the post anaesthesia care unit | Banerji, A. Sleigh, J. W. Voss, L. J. Garcia, P. S. Gaskell, A. L. | Front Aging Neurosci | 2022 |
3d-cam |
| Association between remimazolam and postoperative delirium in older adults undergoing elective cardiovascular surgery: a prospective cohort study | Aoki, Y. Kurita, T. Nakajima, M. Imai, R. Suzuki, Y. Makino, H. Kinoshita, H. Doi, M. Nakajima, Y. | J Anesth | 2022 |
Cardiovascular surgical procedures |
| Haloperidol for the Treatment of Delirium in ICU Patients | Andersen-Ranberg, N. C. Poulsen, L. M. Perner, A. Wetterslev, J. Estrup, S. Hästbacka, J. Morgan, M. Citerio, G. Caballero, J. Lange, T. Kjær, M. N. Ebdrup, B. H. Engstrøm, J. Olsen, M. H. Oxenbøll Collet, M. Mortensen, C. B. Weber, S. O. Andreasen, A | N Engl J Med | 2022 | |
| Needs assessment survey of healthcare providers' perceptions and practices regarding delirium prevention at a university medical center | Alghamdi, B. Koroukian, S. M. Kresevic, D. Drummond, C. K. | Front Aging | 2022 |
assessment |
| Incidence, Associated Factors, and Outcome of Delirium among Patients Admitted to ICUs in Oman | Al-Hoodar, R. K. Lazarus, E. R. Al Omari, O. Al Zaabi, O. | Crit Care Res Pract | 2022 | |
| Dose-dependent relationship between intra-procedural hypoxaemia or hypocapnia and postoperative delirium in older patients | Ahrens, E. Tartler, T. M. Suleiman, A. Wachtendorf, L. J. Ma, H. Chen, G. Kendale, S. M. Kienbaum, P. Subramaniam, B. Wagner, S. Schaefer, M. S. | Br J Anaesth | 2022 |
haemodynamics |
| The Preventive Effect of Dexmedetomidine Against Delirium in Patients with Aortic Dissection: A Retrospective Cohort Study | Zhang, S. Yin, Q. Wang, Y. Yu, K. Shen, P. | Heart Surg Forum | 2022 |
*Aneurysm, Dissecting/complications/surgery |
| Prediction model for delirium in patients with cardiovascular surgery: development and validation | Xu, Y. Meng, Y. Qian, X. Wu, H. Liu, Y. Ji, P. Chen, H. | J Cardiothorac Surg | 2022 |
Calibration |
| Knowledge, attitudes and practices of ICU nurses regarding subsyndromal delirium among 20 hospitals in China: a descriptive cross-sectional survey | Xing, H. Zhu, S. Liu, S. Xia, M. Jing, M. Dong, G. Ni, W. Li, L. | BMJ Open | 2022 |
Attitude of Health Personnel |
| The prevention of delirium in elderly surgical patients with obstructive sleep apnea (PODESA): a randomized controlled trial | Wong, J. Doherty, H. R. Singh, M. Choi, S. Siddiqui, N. Lam, D. Liyanage, N. Tomlinson, G. Chung, F. | BMC Anesthesiol | 2022 |
Acetaminophen |
| Feasibility and potential of a bedside mini-EEG for diagnosing delirium superimposed on dementia | Wijnen, V. J. M. Oudewortel, L. van Luijtelaar, G. Witlox, J. Slooter, A. J. C. van Gool, W. A. | Clin Neurophysiol | 2022 |
Benzodiazepines |
| Recipe for primary prevention of delirium in hospitalized older patients | Vreeswijk, R. Maier, A. B. Kalisvaart, K. J. | Aging Clin Exp Res | 2022 |
Delirium |
| Demographic and clinical characteristics of patients with delirium: analysis of a nationwide Japanese medical database | Ueda, N. Igarashi, M. Okuyama, K. Sano, H. Takahashi, K. P. Qureshi Z Tokita, S. Ogawa, A. Okumura, Y. Okuda, S. | BMJ Open | 2022 |
Aged |
| Pharmacologic Management of Delirium in the Intensive Care Unit | Tiberio, P. J. Prendergast, N. T. Girard, T. D. | Clin Chest Med | 2022 |
*Delirium/drug therapy/etiology |
| Prevalence of Emergence Delirium and Associated Factors among Older Patients Who Underwent Elective Surgery: A Multicenter Observational Study | Tesfaye Mekonin, G. Kelbesa Olika, M. Birhanu Wedajo, M. Tolasa Badada, A. Dukessa Dubiwak, A. Tageza Ilala, T. Gebre, M. N. | Anesthesiol Res Pract | 2022 | |
| Impact of combined epidural anaesthesia/analgesia on postoperative cognitive impairment in patients receiving general anaesthesia: a meta-analysis of randomised controlled studies | Teng, I. C. Sun, C. K. Ho, C. N. Wang, L. K. Lin, Y. T. Chang, Y. J. Chen, J. Y. Chu, C. C. Hsing, C. H. Hung, K. C. | Anaesth Crit Care Pain Med | 2022 |
Adult |
| Computerized tool and interdisciplinary care for older patients with delirium in the emergency department: a novel model in Taiwan | Tan, T. H. Yang, T. Y. Chen, Y. M. Chung, S. Y. Liu, H. H. Yang, P. C. Kao, P. H. Peng, A. C. Shu, Y. M. Chu, Y. S. Tsai, K. T. Hsu, C. C. Ho, C. H. Lin, H. J. Huang, C. C. | Aging Clin Exp Res | 2022 |
Computerized |
| Use of Valproic Acid for the Management of Delirium and Agitation in the Intensive Care Unit | Swayngim, R. Preslaski, C. Dawson, J. | J Pharm Pract | 2022 |
agitation |
| Risk Factors for Acute Postoperative Delirium in Cardiac Surgery Patients >65 Years Old | Spiropoulou, E. Samanidis, G. Kanakis, M. Nenekidis, I. | J Pers Med | 2022 |
acute delirium |
| Systemic immune-inflammation index predicts postoperative delirium in elderly patients after surgery: a retrospective cohort study | Song, Y. Luo, Y. Zhang, F. Ma, Y. Lou, J. Li, H. Liu, Y. Mi, W. Cao, J. | BMC Geriatr | 2022 |
Aged |
| The influence of orthopedic surgery on the incidence of post-operative delirium in geriatric patients: results of a prospective observational study | Sircar, K. Yagdiran, A. Bredow, J. Annecke, T. Eysel, P. Scheyerer, M. J. | J Clin Orthop Trauma | 2022 |
Arthroplasty |
| Paternal Occupation and Delirium Risk in Older Adults: A Potential Marker of Early-Life Exposures | Shiff, H. M. Arias, F. Dufour, A. B. Carr, D. Chen, F. Gou, Y. Jones, R. Schmitt, E. Travison, T. G. Kunicki, Z. J. Okereke, O. I. Inouye, S. K. | Innov Aging | 2022 |
Cognitive reserve |
| Flurbiprofen used in one-lung ventilation improves intraoperative regional cerebral oxygen saturation and reduces the incidence of postoperative delirium | Shen, L. Chen, J. Q. Yang, X. L. Hu, J. C. Gao, W. Chai, X. Q. Wang, D. | Front Psychiatry | 2022 |
flurbiprofen |
| Derivation and validation of a prediction score for postoperative delirium in geriatric patients undergoing hip fracture surgery or hip arthroplasty | Shen, J. An, Y. Jiang, B. Zhang, P. | Front Surg | 2022 |
arthroplasty |
| Cognitive decline and dementia: does delirium matter? | Selbæk, G. Neerland, B. E. | Lancet Healthy Longev | 2022 |
*Cognitive Dysfunction |
| Understanding why delirium is often missed in older emergency department patients: a qualitative descriptive study | Schonnop, R. Dainty, K. N. McLeod, S. L. Melady, D. Lee, J. S. | Cjem | 2022 |
Acute care |
| Association between post-operative delirium and use of volatile anesthetics in the elderly: A real-world big data approach | Saller, T. Hubig, L. Seibold, H. Schroeder, Z. Wang, B. Groene, P. Perneczky, R. von Dossow, V. Hinske, L. C. | J Clin Anesth | 2022 |
Aged [D000368] |
| Risk Factors for Postoperative Delirium Identified | Rosenberg, K. | Am J Nurs | 2022 |
*Delirium/etiology |
| Delirium-associated medication in people at risk. A systematic update review, meta-analyses and GRADE-profiles | Reisinger, M. Reininghaus, E. Z. De Biasi, J. Fellendorf, F. T. Schoberer, D. | Acta Psychiatr Scand | 2022 |
Statements |
| The Predictive Role of Inflammatory Biochemical Markers in Post-Operative Delirium After Vascular Surgery Procedures | Pasqui, E. de Donato, G. Brancaccio, B. Casilli, G. Ferrante, G. Cappelli, A. Palasciano, G. | Vasc Health Risk Manag | 2022 |
Aged |
| Potential Usefulness of Blood Urea Nitrogen to Creatinine Ratio in the Prediction and Early Detection of Delirium Motor Subtype in the Intensive Care Unit | Park, W. R. Kim, H. R. Park, J. Y. Kim, H. E. Cho, J. Oh, J. | J Clin Med | 2022 |
biomarker |
| Perioperative Gabapentin Use and In-Hospital Adverse Clinical Events Among Older Adults After Major Surgery | Park, C. M. Inouye, S. K. Marcantonio, E. R. Metzger, E. Bateman, B. T. Lie, J. J. Lee, S. B. Levin, R. Kim, D. H. | JAMA Intern Med | 2022 | |
| Follow the Money: The Widening Coding Disparity Between Acute Encephalopathy and Delirium | Oldham, M. A. | J Acad Consult Liaison Psychiatry | 2022 |
*Brain Diseases |
| Use of Automated Infrared Pupillometry to Predict Delirium in the Intensive Care Unit: A Prospective Observational Study | Okamoto, S. Ishizawa, M. Inoue, S. Sakuramoto, H. | SAGE Open Nurs | 2022 |
automated infrared pupillometry |
| The Role of High Sensitivity C-reactive Protein to Predict Delirium Persistence in Elderly Patients with Pneumonia: A Prospective Cohort Study | Mulyana, R. Syafrita, Y. Ali, H. Murni, A. W. | Acta Med Indones | 2022 |
Aged |
| Peripheral interleukin-6-associated microglial QUIN elevation in basolateral amygdala contributed to cognitive dysfunction in a mouse model of postoperative delirium | Mu, J. L. Liu, X. D. Dong, Y. H. Fang, Y. Y. Qiu, S. D. Zhang, F. Liu, K. X. | Front Med (Lausanne) | 2022 |
Bla |
| The effect of taurine supplementation on delirium post liver transplantation: A randomized controlled trial | Mottaghi, S. Nikoupour, H. Firoozifar, M. Jalali, S. S. Jamshidzadeh, A. Vazin, A. Shafiekhani, M. | Clin Nutr | 2022 |
Delirium |
| The association of depression and postoperative delirium: we may need more information | Mestres, C. A. Quintana, E. | Interact Cardiovasc Thorac Surg | 2022 |
*Cardiac Surgical Procedures |
| Is mood associated with perception of recovery? Preoperative depression versus postoperative delirium after cardiac surgery | Mennander, A. A. | Interact Cardiovasc Thorac Surg | 2022 |
*Cardiac Surgical Procedures/adverse effects |
| An Automated Algorithm for Determining Sleep Using Single-Channel Electroencephalography to Detect Delirium: A Prospective Observational Study in Intensive Care Units | Matsui, K. Sato, N. Idei, M. Arakida, M. Seino, Y. Ishikawa, J. Y. Nakagawa, M. Akaho, R. Nishimura, K. Nomura, T. | Healthcare (Basel) | 2022 |
critically ill patients |
| Drug Choice for Hyperactive Delirium in Terminally-Ill Cancer Patients: A Nationwide Survey | Matsuda, Y. Morita, T. Oya, K. Tagami, K. Naito, A. S. Kashiwagi, H. Otani, H. | J Pain Symptom Manage | 2022 |
*Delirium/drug therapy |
| Dexmedetomidine potential in attenuating postoperative delirium in elderly patients after total hip joint replacement | Lv, Y. Gu, L. | Rev Assoc Med Bras (1992) | 2022 | |
| Challenges in detecting and managing mild cognitive impairment in primary care: a focus group study in Shanghai, China | Lu, Y. Liu, C. Wells, Y. Yu, D. | BMJ Open | 2022 |
Caregivers/psychology |
| The Age-adjusted Charlson Comorbidity Index predicts post-operative delirium in the elderly following thoracic and abdominal surgery: A prospective observational cohort study | Liu, J. Li, J. He, J. Zhang, H. Liu, M. Rong, J. | Front Aging Neurosci | 2022 |
Age-adjusted Charlson Comorbidity Index |
| Early alteration of peripheral blood lymphocyte subsets as a risk factor for delirium in critically ill patients after cardiac surgery: A prospective observational study | Li, X. Cheng, W. Zhang, J. Li, D. Wang, F. Cui, N. | Front Aging Neurosci | 2022 |
CD4+ T cells |
| Association of electroencephalogram epileptiform discharges during cardiac surgery with postoperative delirium: An observational study | Li, N. Liu, X. Gao, Y. Yin, L. Zhao, W. Ma, R. Ni, X. | Front Surg | 2022 |
cardiac surgery |
| Patients' and Relatives' Experiences of Delirium in the Intensive Care Unit-A Qualitative Study | Lange, S. Mędrzycka-Dąbrowska, W. Friganović, A. Religa, D. Krupa, S. | Int J Environ Res Public Health | 2022 |
Aged |
| Survey on Current Practice of Canadian Physicians Regarding the Investigation in Older Patients with Delirium | Laguë, A. Boucher, V. Joo, P. Yadav, K. Morasse, C. Émond, M. | Can Geriatr J | 2022 |
delirium |
| Clinical phenotypes of delirium in patients admitted to the cardiac intensive care unit | Ko, R. E. Kim, S. Lee, J. Park, S. Bae, D. Choi, K. H. Park, T. K. Chung, C. R. Yang, J. H. | PLoS One | 2022 |
*Delirium/epidemiology/etiology |
| Delirium, dementia, and depression (3D) assessment of older patients in the emergency department: 5-year survival analysis | Kılıçaslan, İ Thet, M. S. Karahacıoğlu, B. Sevim, M. Ülger, Z. Aslaner, M. A. Kılıçaslan, B. | Turk J Med Sci | 2022 |
Aged |
| Charles Bonnet Syndrome With Superimposed Delirium | Karson, C. Kang, C. Albrecht, B. Levin, G. | Cureus | 2022 |
antipsychotic |
| Prevalence and Long-Term Prognosis of Post-Intensive Care Syndrome after Sepsis: A Single-Center Prospective Observational Study | Inoue, S. Nakanishi, N. Sugiyama, J. Moriyama, N. Miyazaki, Y. Sugimoto, T. Fujinami, Y. Ono, Y. Kotani, J. | J Clin Med | 2022 |
Barthel Index |
| Mental health-related quality of life is related to delirium in intensive care patients | Hofhuis, J. G. M. Schermer, T. Spronk, P. E. | Intensive Care Med | 2022 |
Critical Care |
| Noise pareidolia test for predicting delirium in hospitalized older patients with cognitive decline | Hashimoto, Y. Kano, O. Ebihara, S. | Geriatr Gerontol Int | 2022 |
cognitive decline |
| Postoperative Delirium Severity and Recovery Correlate With Electroencephalogram Spectral Features | Guay, C. S. Kafashan, M. Huels, E. R. Jiang, Y. Beyoglu, B. Spencer, J. W. Geczi, K. Apakama, G. Ju, Y. S. Wildes, T. S. Avidan, M. S. Palanca, B. J. A. | Anesth Analg | 2022 | |
| Prevention and treatment of delirium in intensive care: Hermeneutics of experiences of the nursing team | Gómez Tovar, L. O. Henao-Castaño Á, M. Troche-Gutiérrez, I. Y. | Enferm Intensiva (Engl Ed) | 2022 |
*Critical Care |
| How do predisposing factors differ between delirium motor subtypes? A systematic review and meta-analysis | Ghezzi, E. S. Greaves, D. Boord, M. S. Davis, D. Knayfati, S. Astley, J. M. Sharman, R. L. S. Goodwin, S. I. Keage, H. A. D. | Age Ageing | 2022 |
Aged |
| Applying the geriatric 5Ms in critical care: the ICU-5Ms | Geen, O. Perrella, A. Rochwerg, B. Wang, X. M. | Can J Anaesth | 2022 |
Aged |
| Delirium in Persons With Dementia: Integrating the 4Ms of Age-Friendly Care as a Set Into the Care of Older People | Fick, D. M. Shrestha, P. | J Gerontol Nurs | 2022 |
Aged |
| The effect of melatonin on prevention of postoperative delirium after lower limb fracture surgery in elderly patients: a randomized double blind clinical trial | Fazel, M. R. Mofidian, S. Mahdian, M. Akbari, H. Razavizadeh, M. R. | Int J Burns Trauma | 2022 |
Melatonin |
| Risk factors for delirium after surgery for craniocerebral injury in the neurosurgical intensive care unit | Chen, R. Y. Zhong, C. H. Chen, W. Lin, M. Feng, C. F. Chen, C. N | World J Clin Cases | 2022 |
Brain injury |
| Risk factors and a nomogram model for postoperative delirium in elderly gastric cancer patients after laparoscopic gastrectomy | Chen, J. Ji, X. Xing, H. | World J Surg Oncol | 2022 |
Aged |
| Self-efficacy of caring for patients in the intensive care unit with delirium: Development and validation of a scale for intensive care unit nurses | Chang, Y. L. Hsieh, M. J. Chang, Y. C. Yeh, S. L. Chen, S. W. Tsai, Y. F. | Aust Crit Care | 2022 |
Delirium |
| A nurse-led intervention to reduce the incidence and duration of delirium among adults admitted to intensive care: A stepped-wedge cluster randomised trial | Brennan, K. Sanchez, D. Hedges, S. Lynch, J. Hou, Y. C. Al Sayfe, M. Shunker, S. A. Bogdanoski, T. Hunt, L. Alexandrou, E. He, S. Mai, H. Rolls, K. Frost, S. A. | Aust Crit Care | 2022 |
Delirium prevention |
| Association of cholinesterase activities and POD in older adult abdominal surgical patients | Bosancic, Z. Spies, C. D. Müller, A. Winterer, G. Piper, S. K. Heinrich, M | BMC Anesthesiol | 2022 |
Aged |
| Management of delirium in older adults: challenges and opportunities | Bingham, K. S. Flint, A. J. | 2022 |
Aged |