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 Prediction of Delirium and Risk Factor Identification in Intensive Care Unit Patients With Burns: Retrospective Observational Study
- Authors
- Esumi, R. Funao, H. Kawamoto, E. Sakamoto, R. Ito-Masui, A. Okuno, F. Shinkai, T. Hane, A. Ikejiri, K. Akama, Y. Gaowa, A. Park, E. J. Momosaki, R. Kaku, R. Shimaoka, M.
- Year
- 2025
- Journal
- JMIR Form Res
- Abstract
BACKGROUND: The incidence of delirium in patients with burns receiving treatment in the intensive care unit (ICU) is high, reaching up to 77%, and has been associated with increased mortality rates. Therefore, early identification of patients at high risk of delirium onset is essential for improving treatment strategies. OBJECTIVE: This study aimed to create a machine learning model for predicting delirium in patients with burns during their ICU stay using patient data from the first day of ICU admission and identify predictive factors for ICU delirium in patients with burns. METHODS: This study focused on 82 patients with burns aged ≥18 years who were admitted to the ICU at Mie University Hospital for ≥24 hours between January 2015 and June 2023. In total, 70 variables were measured in patients upon ICU admission and used as explanatory variables in the ICU delirium prediction model. Delirium was assessed using the Intensive Care Delirium Screening Checklist every 8 hours after ICU admission. A total of 10 different machine learning methods were used to predict ICU delirium. Multiple receiver operating characteristic curves were plotted for various machine learning models, and the area under the curve (AUC) for each was compared. In addition, the top 15 risk factors contributing to delirium onset were identified using Shapley additive explanations analysis. RESULTS: Among the 10 machine learning models tested, logistic regression (mean AUC 0.906, SD 0.073), support vector machine (mean AUC 0.897, SD 0.056), k-nearest neighbor (mean AUC 0.894, SD 0.060), neural network (mean AUC 0.857, SD 0.058), random forest (mean AUC 0.850, SD 0.074), adaptive boosting (mean AUC 0.832, SD 0.094), gradient boosting machine (mean AUC 0.821, SD 0.074), and naïve Bayes (mean AUC 0.827, SD 0.095) demonstrated the highest accuracy in predicting ICU delirium. Specifically, 24-hour urine output (from ICU admission to 24 hours), oxygen saturation, burn area, total bilirubin level, and intubation upon ICU admission were identified as the major risk factors for delirium onset. In addition, variables, such as the proportion of white blood cell fractions, including monocytes; methemoglobin concentration; and respiratory rate, were identified as important risk factors for ICU delirium. CONCLUSIONS: This study demonstrated the ability of machine learning models trained using vital signs and blood data upon ICU admission to predict delirium in patients with burns during their ICU stay.
- PMID
PMID: 39895101
PMCID: PMC11923481
- Keywords
Humans *Delirium/diagnosis/epidemiology *Machine Learning Male Female Middle Aged Retrospective Studies *Intensive Care Units *Burns/complications Risk Factors Adult Aged ROC Curve Risk Assessment/methods Ai artificial intelligence burns delirium intensive care unit machine learning prediction model
- Page(s)
- Volume
- Issue
| Title | Authors | Journal | Year | Keywords |
|---|---|---|---|---|
| Neurocognitive Complications after Ventricular Neuroendoscopy: A Systematic Review | Soleman, J. Guzman, R. | Behavioural Neurology | 2020 |
rigid endoscope |
| Investigation of ward fidelity to a multicomponent delirium prevention intervention during a multicentre, pragmatic, cluster randomised, controlled feasibility trial | Smith, J. Green, J. Siddiqi, N. Inouye, S. K. Collinson, M. Farrin, A. Young, J. | Age Ageing | 2020 |
delirium prevention |
| Clinical outcomes associated with sedation and analgesia in patients supported with venoarterial extracorporeal membrane oxygenation | Skelton, P. A. Lillyblad, M. P. Eckman, P. M. Samara, M. A. Williams, D. M. Wilson, K. J. Stanberry, L. I. Hryniewicz, K. M. | Int J Artif Organs | 2020 |
Extracorporeal membrane oxygenation |
| Are Antipsychotics Helpful for Preventing or Treating Delirium? | Singu, S. Koneru, M. Robinson, K. A. Neufeld, K. J. Oh, E. S. Wilson, L. M. Needham, D. M. Balagani, A. Aldabain, L. Nikooie, R. Fick, D. M. | J Gerontol Nurs | 2020 | |
| Family caregiver's experience of caring for an older adult with delirium: A systematic review | Shrestha, P. Fick, D. M. | Int J Older People Nurs | 2020 |
delirium |
| Dexmedetomidine in the prevention of postoperative delirium in elderly patients following non-cardiac surgery: A systematic review and meta-analysis | Shen, Q. H. Li, H. F. Zhou, X. Y. Yuan, X. Z. | Clin Exp Pharmacol Physiol | 2020 |
dexmedetomidine |
| Relation of serum melatonin levels to postoperative delirium in older patients undergoing major abdominal surgery | Shen, Q. H. Li, H. F. Zhou, X. Y. Lu, Y. P. Yuan, X. Z. | J Int Med Res | 2020 |
Postoperative delirium |
| Characteristics and Outcomes of Dementia Patients Who Receive Inpatient Palliative Care Consultation | Sharda, N. Zietlow, K. Wong, S. Kuchibhatla, M. Johnson, K. S. | J Am Geriatr Soc | 2020 |
dementia |
| Low Frontal Alpha Power Is Associated With the Propensity for Burst Suppression: An Electroencephalogram Phenotype for a "Vulnerable Brain" | Shao, Y. R. Kahali, P. Houle, T. T. Deng, H. Colvin, C. Dickerson, B. C. Brown, E. N. Purdon, P. L. | Anesth Analg | 2020 | |
| Dynamics of cerebral oxygenation during rapid ventricular pacing and its impact on outcome in transfemoral transcatheter aortic valve implantation | Seppelt, P. C. Mas-Peiro, S. De Rosa, R. Murray, I. M. Arsalan, M. Holzer, L. Lotz, G. Meybohm, P. Zacharowski, K. Walther, T. Zeiher, A. M. Fichtlscherer, S. Vasa-Nicotera, M. | Catheter Cardiovasc Interv | 2020 |
Nirs |
| Haemodynamic changes and emergence delirium in children undergoing isoflurane general anaesthesia for dental treatments: effect of propofol administration | Selvi-Kuvvetli, S. Turan, B. S. Bayrak, G. D. Noyan, A. | Pediatric Dental Journal | 2020 |
propofol |
| Anxiety symptoms are quantitatively and qualitatively different in dementia with Lewy bodies than in Alzheimer's disease in the years preceding clinical diagnosis | Segers, K. Benoit, F. Meyts, J. M. Surquin, M. | Psychogeriatrics | 2020 |
Alzheimerʼs disease |
| Evaluation of Sedation Outcomes Following Increased Dexmedetomidine Use in the ICU | Schuler, B. R. Kovacevic, M. P. Dube, K. M. Szumita, P. M. DeGrado, J. R. | Crit Care Explor | 2020 |
benzodiazepines |
| Effect of Flumazenil on Hypoactive Delirium in the ICU: A Double-Blind, Placebo-Controlled Pilot Study | Schomer, K. J. Duby, J. J. Firestone, R. L. Louie, E. L. Sebat, C. M. Love, D. M. Cocanour, C. S. Albertson, T. E. | Crit Care Explor | 2020 |
benzodiazepine |
| Neuropsychiatric adverse events of chloroquine: a real-world pharmacovigilance study using the FDA Adverse Event Reporting System (FAERS) database | Sato, K. Mano, T. Iwata, A. Toda, T. | Biosci Trends | 2020 |
Adverse Drug Reaction Reporting Systems |
| Prospective Study of Factors Associated With Postoperative Delirium After Urgent Abdominal Surgery | Sánchez Acedo, P. Eguaras Córdoba, I. Zazpe Ripa, C. Herrera Cabezón, J. Tarifa Castilla, A. | Cir Esp | 2020 |
Ancianos |
| Prospective Study of Factors Associated With Postoperative Delirium After Urgent Abdominal Surgery | Sánchez Acedo, P. Eguaras Córdoba, I. Zazpe Ripa, C. Herrera Cabezón, J. Tarifa Castilla, A. | Cir Esp | 2020 |
Ancianos |
| Non-pharmacological approaches in the prevention of delirium | Salvi, F. Young, J. Lucarelli, M. Aquilano, A. Luzi, R. Dell’Aquila, G. Cherubini, A. | European Geriatric Medicine | 2020 |
psychotropic agent |
| Natriuretic Peptides as a Prognostic Marker for Delirium in Cardiac Surgery-A Pilot Study | Saller, T. Peterss, S. Scheiermann, P. Eser-Valeri, D. Ehler, J. Bruegger, D. Chappell, D. Kofler, O. Hagl, C. Hofmann-Kiefer, K. | Medicina (Kaunas) | 2020 |
biomarker |
| Prospective Evaluation of Delirium in Geriatric Patients Undergoing Emergency General Surgery | Saljuqi, A. T. Hanna, K. Asmar, S. Tang, A. Zeeshan, M. Gries, L. Ditillo, M. Kulvatunyou, N. Castanon, L. Joseph, B. | J Am Coll Surg | 2020 | |
| Effect of moderate hypothermic circulatory arrest on neurological outcomes in elderly patients undergoing replacement of the thoracic aorta | Salem, M. Friedrich, C. Thiem, A. Salem, M. A. Puehler, T. Rusch, R. Berndt, R. Cremer, J. Haneya, A. | Egypt Heart J | 2020 |
Aging |
| Epigenetics of neuroinflammation: Immune response, inflammatory response and cholinergic synaptic involvement evidenced by genome-wide DNA methylation analysis of delirious inpatients | Saito, T. Toda, H. Duncan, G. N. Jellison, S. S. Yu, T. Klisares, M. J. Daniel, S. Andreasen, A. J. Leyden, L. R. Hellman, M. M. Shinozaki, E. Lee, S. Yoshino, A. Cho, H. R. Shinozaki, G. | J Psychiatr Res | 2020 |
Aging |
| Major surgery induces acute changes in measured DNA methylation associated with immune response pathways | Sadahiro, R. Knight, B. James, F. Hannon, E. Charity, J. Daniels, I. R. Burrage, J. Knox, O. Crawford, B. Smart, N. J. Mill, J. | Sci Rep | 2020 | |
| Basic geriatric principles for colorectal surgeons: How to optimize assessment and care of older patients in the perioperative period | Rostoft, S. Hamaker, M. E. | Eur J Surg Oncol | 2020 |
Cognition |
| The association of delirium severity with patient and health system outcomes in hospitalised patients: a systematic review | Rosgen, B. K. Krewulak, K. D. Stelfox, H. T. Ely, E. W. Davidson, J. E. Fiest, K. M. | Age Ageing | 2020 |
delirium |
| Reporting of Outcomes and Outcome Measures in Studies of Interventions to Prevent and/or Treat Delirium in the Critically Ill: A Systematic Review | Rose, L. Agar, M. Burry, L. Campbell, N. Clarke, M. Lee, J. Marshall, J. Siddiqi, N. Page, V. | Crit Care Med | 2020 | |
| Abdominal aortic aneurysm patients remain at risk for delirium on the surgical ward after intensive care unit dismissal | Roijers, J. P. Spillenaar Bilgen, R. Hopmans, C. J. Mulder, P. G. Buimer, M. G. Ho, G. H. de Groot, H. G. Veen, E. J. Besselink-Lobanova, A. van der Meer, N. J. van der Laan, L. | Minerva Anestesiol | 2020 | |
| Psychiatric and neuropsychiatric presentations associated with severe coronavirus infections: a systematic review and meta-analysis with comparison to the COVID-19 pandemic | Rogers, J. P. Chesney, E. Oliver, D. Pollak, T. A. McGuire, P. Fusar-Poli, P. Zandi, M. S. Lewis, G. David, A. S. | Lancet Psychiatry | 2020 |
Coronavirus Infections/ complications |
| Characterisation and outcome of neuropsychiatric symptoms in patients with anti-NMDAR encephalitis | Restrepo-Martinez, M. Ramirez-Bermudez, J. Bayliss, L. Espinola-Nadurille, M. | Acta Neuropsychiatr | 2020 |
anti-N-methyl-D-aspartate receptor encephalitis |
| Delirious mania as a frequent and recognizable neuropsychiatric syndrome in patients with anti-NMDAR encephalitis | Restrepo-Martinez, M. Ramirez-Bermudez, J. Bayliss, L. Espinola-Nadurille, M. | Gen Hosp Psychiatry | 2020 |
Anti-NMDA receptor encephalitis |
| Diffusion tensor imaging and resting-state functional magnetic resonance imaging in patients with delirium in intensive care unit | Renjie, S. Ganjun, S. Peng, X. Haizhen, D. Tianxi, Z. Yuanlan, L. Mo, L. Xiaoyun, F. | Zhonghua Wei Zhong Bing Ji Jiu Yi Xue | 2020 |
sedative agent |
| Mortality of gerontopsychiatric inpatients in Graz, Austria—a retrospective case-control study | Rásky, É Stolz, E. Jagsch, C. | Neuropsychiatrie | 2020 |
article |
| Barriers to rehabilitation after critical illness: a survey of multidisciplinary healthcare professionals caring for ICU survivors in an acute care hospital | Rai, S. Anthony, L. Needham, D. M. Georgousopoulou, E. N. Sudheer, B. Brown, R. Mitchell, I. van Haren, F. | Aust Crit Care | 2020 |
Intensive care |
| Older Patients with Alzheimer's Disease-Related Cortical Atrophy Who Develop Post-Operative Delirium May Be at Increased Risk of Long-Term Cognitive Decline after Surgery | Racine, A. M. Touroutoglou, A. Abrantes, T. Wong, B. Fong, T. G. Cavallari, M. Travison, T. G. Gou, Y. Marcantonio, E. R. Alsop, D. C. Jones, R. N. Inouye, S. K. Dickerson, B. C. | Journal of Alzheimer's Disease | 2020 |
aged |
| Psychiatric comorbidities in cancer patients: acute interventions by the psychiatric consultation liaison service | Quante, A. Schulz, K. Fissler, M. | Wiener Medizinische Wochenschrift | 2020 |
adult |
| Delirium is associated with higher mortality in transcatheter aortic valve replacement: systemic review and meta-analysis | Prasitlumkum, N. Mekritthikrai, R. Kewcharoen, J. Kanitsoraphan, C. Mao, M. A. Cheungpasitporn, W. | Cardiovasc Interv Ther | 2020 |
Delirium |
| A novel geriatric assessment tool that predicts postoperative complications in older adults with cancer | Pollock, Y. Chan, C. L. Hall, K. Englesbe, M. Diehl, K. M. Min, L. | J Geriatr Oncol | 2020 |
Functional decline |
| Modifiable factors associated with postoperative delirium after hip fracture repair: An age-stratified retrospective cohort study | Poeran, J. Cozowicz, C. Zubizarreta, N. Weinstein, S. M. Deiner, S. G. Leipzig, R. M. Friedman, J. I. Liu, J. Mazumdar, M. Memtsoudis, S. G. | Eur J Anaesthesiol | 2020 | |
| Downregulation of synapse-associated protein expression and loss of homeostatic microglial control in cerebrospinal fluid of infectious patients with delirium and patients with Alzheimer's disease | Peters van Ton, A. M. Verbeek, M. M. Alkema, W. Pickkers, P. Abdo, W. F. | Brain Behav Immun | 2020 |
Alzheimer’s disease |
| Documentation of acute change in mental status in nursing homes highlights opportunity to augment infection surveillance criteria | Penna, A. R. Sancken, C. L. Stone, N. D. Eure, T. R. Bamberg, W. Barney, G. Barter, D. Carswell, S. Clogher, P. Dumyati, G. Felsen, C. B. Frank, L. Godine, D. Johnston, H. Kainer, M. A. Li, L. Lynfield, R. Mahoehney, J. P. Nadle, J. Pierce, R. Ray, S. M. | Infect Control Hosp Epidemiol | 2020 | |
| Effect of Dexmedetomidine on Cardiac Surgery-Associated Acute Kidney Injury: A Meta-Analysis With Trial Sequential Analysis of Randomized Controlled Trials | Peng, K. Li, D. Applegate, R. L., 2nd Lubarsky, D. A. Ji, F. H. Liu, H. | J Cardiothorac Vasc Anesth | 2020 |
acute kidney injury |
| Electroencephalogram Burst-suppression during Cardiopulmonary Bypass in Elderly Patients Mediates Postoperative Delirium | Pedemonte, J. C. Plummer, G. S. Chamadia, S. Locascio, J. J. Hahm, E. Ethridge, B. Gitlin, J. Ibala, R. Mekonnen, J. Colon, K. M. Westover, M. B. D'Alessandro, D. A. Tolis, G. Houle, T. Shelton, K. T. Qu, J. Akeju, O. | Anesthesiology | 2020 | |
| Evaluating delirium outcomes among older adults in the surgical intensive care unit | Pavone, K. J. Jablonski, J. Junker, P. Cacchione, P. Z. Compton, P. Polomano, R. C. | Heart Lung | 2020 |
Critical care |
| Association between continuous deep sedation and survival time in terminally ill cancer patients | Park, S. J. Ahn, H. K. Ahn, H. Y. Han, K. T. Hwang, I. C. | Support Care Cancer | 2020 |
Continuous deep sedation |
| Liver Transplant Patients with High Preoperative Serum Bilirubin Levels Are at Increased Risk of Postoperative Delirium: A Retrospective Study | Park, K. H. Son, H. J. Choi, Y. J. Park, G. H. Lee, Y. S. Park, J. Y. Ri, H. S. Shim, J. R. | J Clin Med | 2020 |
bilirubin |
| Smoking-cessation pharmacotherapy for patients with stroke and TIA: Systematic review | Parikh, N. S. Salehi Omran, S. Kamel, H. Elkind, M. S. V. Willey, J. Z. | J Clin Neurosci | 2020 |
Cerebrovascular Disease |
| A prospective cohort study on predictors of mortality of delirium in an emergency observational unit | Pal, S. Sharma, N. Singh, S. M. Bhutungru, S. Pannu, A. K. | QJM | 2020 |
Acute confusional state |
| Preoperative Anxiety and Depression Increases the Incidence of Delirium After Coronary Artery Bypass Graft Surgery | Pakrad, F. Pakrad, E. Darvishi, N. Poorolajal, J. | J Perianesth Nurs | 2020 |
anxiety |
| Association between fluid overload and delirium/coma in mechanically ventilated patients | Ouchi, A. Sakuramoto, H. Hoshino, H. Matsuishi, Y. Sakaguchi, T. Enomoto, Y. Hoshino, T. Shimojo, N. Inoue, Y. | Acute Med Surg | 2020 |
Brain dysfunction |
| Hallucinations after Cardiac Surgery: A Prospective Observational Study | Ottens, T. H. Sommer, I. E. C. Begemann, M. J. Schutte, M. Cramer, M. J. Suyker, W. J. Van Dijk, D. Slooter, A. J. C. | Medicina (Kaunas) | 2020 |
cardiothoracic surgery |
| Preoperative sepsis is a predictive factor for 30-day mortality after major lower limb amputation among patients with arteriosclerosis obliterans and diabetes | Otsuka, T. Arai, M. Sugimura, K. Sakai, M. Nishizawa, Y. Suzuki, Y. Okamoto, H. Kuroiwa, M. | J Orthop Sci | 2020 | |
| Patient-related and anesthesia-dependent determinants for postoperative delirium after oral and maxillofacial surgery. Results from a register-based case-control study | Ortner, F. Eberl, M. Otto, S. Wang, B. Schauberger, G. Hofmann-Kiefer, K. Saller, T. | J Stomatol Oral Maxillofac Surg | 2020 |
Dementia |
| Investigation of Free-Flap Transfer Reconstruction in Elderly Patients and Oral Intake Function | Onoda, S. Kinoshita, M. Ariyoshi, Y. | J Craniofac Surg | 2020 | |
| Delirium: a missing piece in the COVID-19 pandemic puzzle | O'Hanlon, S. Inouye, S. K. | Age Ageing | 2020 |
Covid-19 |
| Effects of Ramelteon on the Prevention of Postoperative Delirium in Older Patients Undergoing Orthopedic Surgery: The RECOVER Randomized Controlled Trial | Oh, E. S. Leoutsakos, J. M. Rosenberg, P. B. Pletnikova, A. M. Khanuja, H. S. Sterling, R. S. Oni, J. K. Sieber, F. E. Fedarko, N. S. Akhlaghi, N. Neufeld, K. J. | Am J Geriatr Psychiatry | 2020 |
Delirium |
| A roadmap to advance delirium research: Recommendations from the NIDUS Scientific Think Tank | Oh, E. S. Akeju, O. Avidan, M. S. Cunningham, C. Hayden, K. M. Jones, R. N. Khachaturian, A. S. Khan, B. A. Marcantonio, E. R. Needham, D. M. Neufeld, K. J. Rose, L. Spence, J. Tieges, Z. Vlisides, P. Inouye, S. K. | Alzheimers Dement | 2020 |
biomarkers |
| Association between a prognostic nutritional index less than 50 and the risk of medical complications after adult spinal deformity surgery | Oe, S. Yamato, Y. Hasegawa, T. Yoshida, G. Kobayashi, S. Yasuda, T. Banno, T. Arima, H. Mihara, Y. Ushirozako, H. Yamada, T. Ide, K. Watanabe, Y. Matsuyama, Y. | J Neurosurg Spine | 2020 |
ASD = adult spinal deformity |
| Communication with patients in post-traumatic confusional state: perception of rehabilitation staff | Nielsen, A. I. Power, E. Jensen, L. R. | Brain Injury | 2020 |
comprehension |
| Singapore SPICE: Sedation practices in intensive care evaluation in Singapore - A prospective cohort study of the public healthcare system | Ng, S. Y. Phua, J. Wong, Y. L. Kalyanasundaram, G. Mukhopadhyay, A. Lim, D. Chia, N. Ho, B. C. H. Bailey, M. J. Shehabi, Y. Ti, L. K. | Singapore Medical Journal | 2020 |
dexmedetomidine |
| Association of obstructive sleep apnea and postoperative cardiac complications: A systematic review and meta-analysis with trial sequential analysis | Ng, K. T. Lee, Z. X. Ang, E. Teoh, W. Y. Wang, C. Y. | J Clin Anesth | 2020 |
Cardiac complications |
| Long-term mortality in very old patients with cancer admitted to intensive care unit: A retrospective cohort study | Nassar Junior, A. P. Trevisani, M. D. S. Bettim, B. B. Caruso, P. | J Geriatr Oncol | 2020 |
Aged 80 and over |
| Functional Outcomes of Frail Patients after Cardiac Surgery: An Observational Study | Nakano, M. Nomura, Y. Suffredini, G. Bush, B. Tian, J. Yamaguchi, A. Walston, J. Hasan, R. Mandal, K. Schena, S. Hogue, C. W. Brown, C. H. | Anesthesia and Analgesia | 2020 |
adult |
| Development of a clinical score, PANDA, to predict delirium in stroke care unit | Nakamizo, T. Kanda, T. Kudo, Y. Sugawara, E. Hashimoto, E. Okazaki, A. Usuda, M. Nagai, T. Hara, H. Johkura, K. | J Neurol Sci | 2020 |
Area under curve |
| Impact of Tobacco Smoking on Outcomes after Posterior Decompression Surgery in Patients with Cervical Spondylotic Myelopathy: A Retrospective Multicenter Study | Nagoshi, N. Kono, H. Tsuji, O. Aoyama, R. Fujiyoshi, K. Shiono, Y. Ishikawa, M. Daimon, K. Hosogane, N. Takeuchi, A. Okada, E. Fujita, N. Yagi, M. Nakamura, M. Matsumoto, M. Watanabe, K. Ishii, K. Yamane, J. | Clinical Spine Surgery | 2020 |
adult |
| Role of omega-3 fatty acids in the prevention of delirium in mechanically ventilated patients | Naghibi, T. Shafigh, N. Mazloomzadeh, S. | Journal of Research in Medical Sciences | 2020 |
IRCT2015095536N5 |
| Brain BOLD MRI O(2) and CO(2) stress testing: implications for perioperative neurocognitive disorder following surgery | Mutch, W. A. C. El-Gabalawy, R. Ryner, L. Puig, J. Essig, M. Kilborn, K. Fidler, K. Graham, M. R. | Crit Care | 2020 |
Anesthesia |
| Off-label use of quetiapine in nursing homes: Does medical specialty of prescribing physicians play a role? | Müller, L. Noseda, R. Bertoli, R. Bissig, M. Ceschi, A. | British Journal of Clinical Pharmacology | 2020 |
quetiapine |
| Multidisciplinary quality improvement programme for older patients admitted to a vascular surgery ward() | Mudge, A. M. McRae, P. Donovan, P. J. Reade, M. C. | Intern Med J | 2020 |
delirium |
| Cross-cultural adaptation and validation of the 3D-CAM Chinese version in surgical ICU patients | Mu, D. L. Ding, P. P. Zhou, S. Z. Liu, M. J. Sun, X. Y. Li, X. Y. Wang, D. X. | BMC Psychiatry | 2020 |
3d-cam |
| Thiamine for Prevention of Postoperative Delirium in Patients Undergoing Gastrointestinal Surgery: A Randomized Clinical Trial | Moslemi, R. Khalili, H. Mohammadi, M. Mehrabi, Z. Mohebbi, N. | J Res Pharm Pract | 2020 |
Delirium |
| How successful are we in relieving terminal dyspnea in cancer patients? A real-world multicenter prospective observational study | Mori, M. Morita, T. Matsuda, Y. Yamada, H. Kaneishi, K. Matsumoto, Y. Matsuo, N. Odagiri, T. Aruga, E. Watanabe, H. Tatara, R. Sakurai, H. Kimura, A. Katayama, H. Suga, A. Nishi, T. Shirado, A. N. Watanabe, T. Kuchiba, A. Yamaguchi, T. Iwase, S. | Supportive Care in Cancer | 2020 | |
| Understanding Factors Associated With Psychomotor Subtypes of Delirium in Older Inpatients With Dementia | Morandi, A. Zambon, A. Di Santo, S. G. Mazzone, A. Cherubini, A. Mossello, E. Bo, M. Marengoni, A. Bellelli, G. | Journal of the American Medical Directors Association | 2020 |
intravenous catheter |
| Infection in older adults: a qualitative study of patient experience | Moore, A. McKelvie, S. Glogowska, M. Lasserson, D. Hayward, G. | Br J Gen Pract | 2020 |
aged |
| Aripiprazole for prevention of delirium in the neurosurgical intensive care unit: a double-blind, randomized, placebo-controlled study | Mokhtari, M. Farasatinasab, M. Jafarpour Machian, M. Yaseri, M. Ghorbani, M. Ramak Hashemi, S. M. Nikoobakht, M. Golchin, N. Mohammadi, G. Sistanizad, M. | Eur J Clin Pharmacol | 2020 |
Aripiprazole |
| Potentially Inappropriate Medications in a Psychogeriatric Inpatient Ward: An Audit Based on Beers Criteria | Moebs, I. Abeln, E. Siefert, A. Barak, Y. | Neurology and Therapy | 2020 |
adult |
| An 11-year review of hip fracture hospitalisations, health outcomes, and predictors of access to in-hospital rehabilitation for adults ≥ 65 years living with and without dementia: a population-based cohort study | Mitchell, R. Draper, B. Brodaty, H. Close, J. Ting, H. P. Lystad, R. Harris, I. Harvey, L. Sherrington, C. Cameron, I. D. Braithwaite, J. | Osteoporos Int | 2020 |
Aged care |
| Evaluation of a co-produced delirium awareness programme for undergraduate nursing students in Northern Ireland: a pre-test/post-test study | Mitchell, G. McVeigh, C. Carlisle, S. Brown-Wilson, C. | BMC Nurs | 2020 |
Co-design |
| Perioperative dexmedetomidine and postoperative delirium in non-cardiac surgery: a meta-analysis | Ming, S. Zhang, X. Gong, Z. Xie, Y. Xie, Y. | Ann Palliat Med | 2020 |
Dexmedetomidine |
| Cholinesterases and Anticholinergic Medications in Postoperative Pediatric Delirium | Meyburg, J. Ritsert, M. L. Traube, C. Plaschke, K. von Haken, R. | Pediatr Crit Care Med | 2020 | |
| Comparison of novel tools with traditional cognitive tests in detecting delirium in elderly medical patients | Meagher, D. J. O'Connell, H. Leonard, M. Williams, O. Awan, F. Exton, C. Tenorio, M. O'Connor, M. Dunne, C. P. Cullen, W. McFarland, J. Adamis, D. | World J Psychiatry | 2020 |
Assessment |
| A systematic review and meta-analysis of the accuracy of the clock drawing test (CDT) in the identification of delirium in older hospitalised patients | Meagher, D. Williams, O. A. O'Connell, H. Leonard, M. Cullen, W. Dunne, C. P. Mulligan, O. Adamis, D. | Aging & mental health | 2020 |
adult |
| Family intervention improves outcomes for patients with delirium: Systematic review and meta-analysis | McKenzie, J. Joy, A. | Australas J Ageing | 2020 |
caregivers |
| Effectiveness and Safety of Intrathecal Ziconotide: Final Results of the Patient Registry of Intrathecal Ziconotide Management (PRIZM) | McDowell, G. C. Saulino, M. F. Wallace, M. Grigsby, E. J. Rauck, R. L. Kim, P. Vanhove, G. F. Ryan, R. Huang, I. Z. Deer, T. | Pain medicine (Malden, Mass.) | 2020 |
adult |
| Management Effort for Delirium and Insomnia in Patients with Acute Ischemic Stroke (MEDIAS) Study | Matsuzono, K. Mashiko, T. Ozawa, T. Miura, K. Suzuki, M. Furuya, K. Ozawa, M. Anan, Y. Shimazaki, H. Koide, R. Tanaka, R. Fujimoto, S. | Psychiatry Clin Neurosci | 2020 | |
| High Prevalence of Oropharyngeal Dysphagia in Acutely Hospitalized Patients Aged 80 Years and Older | Mateos-Nozal, J. Montero-Errasquín, B. Sánchez García, E. Romero Rodríguez, E. Cruz-Jentoft, A. J. | J Am Med Dir Assoc | 2020 |
Dysphagia |
| Dexmedetomidine in medical cardiac intensive care units. Data from a multicenter prospective registry | Mateos Gaitan, R. Vicent, L. Rodriguez-Queralto, O. Lopez-de-Sa, E. Elorriaga, A. Pastor, G. Bañeras, J. Lorenzo, B. García-Rubira, J. C. Corbi, M. Ariza, A. Martínez-Sellés, M. | Int J Cardiol | 2020 |
Adverse effects |
| Myocardial Function in Patients With Radiation-Associated Aortic Stenosis Undergoing Transcatheter Aortic Valve Replacement: A Layer-Specific Strain Analysis Study | Martinez, C. Cicenia, M. Sprynger, M. Postolache, A. Ilardi, F. Dulgheru, R. Radermecker, M. Esposito, G. Marechal, P. Marechal, V. Donis, N. Tridetti, J. Nguyen Trung, M. L. Sugimoto, T. Tsugu, T. Go, Y. Y. Coisne, A. Montaigne, D. Fattouch, K. Nchimi, A | JACC: Cardiovascular Imaging | 2020 |
CoreValve self-expandable biologic prosthesis |
| Prevalence and clinical correlates of non-convulsive status epilepticus in elderly patients with acute confusional state: A systematic literature review | Manfredonia, F. Saturno, E. Lawley, A. Gasverde, S. Cavanna, A. E. | J Neurol Sci | 2020 |
Acute confusional state |
| Downstream consequences of abnormal cognitive screening in older adults seen pretreatment in a geriatric oncology clinic | Malik, U. Alam, Z. Loucks, A. Jin, R. Yokom, D. Watt, S. Berger, A. Romanovsky, L. Puts, M. Alibhai, S. M. H. | J Geriatr Oncol | 2020 |
Cognitive impairment |
| A Study of the Psychometric Properties of the "Stanford Proxy Test for Delirium" (S-PTD): A New Screening Tool for the Detection of Delirium | Maldonado, J. R. Sher, Y. I. Benitez-Lopez, M. A. Savant, V. Garcia, R. Ament, A. De Guzman, E. | Psychosomatics | 2020 |
S-ptd |
| Family Identification of Delirium in the Emergency Department in Patients With and Without Dementia: Validity of the Family Confusion Assessment Method (FAM-CAM) | Mailhot, T. Darling, C. Ela, J. Malyuta, Y. Inouye, S. K. Saczynski, J. | J Am Geriatr Soc | 2020 |
Fam-cam |
| Frailty Is Associated With Postoperative Delirium But Not With Postoperative Cognitive Decline in Older Noncardiac Surgery Patients | Mahanna-Gabrielli, E. Zhang, K. Sieber, F. E. Lin, H. M. Liu, X. Sewell, M. Deiner, S. G. Boockvar, K. S. | Anesth Analg | 2020 |
Aged |
| 2019-NCoV: What every neurologist should know? | Mahajan, N. Singla, M. Singh, B. Sajja, V. Bansal, P. Paul, B. Goel, P. Midha, R. Bansal, R. Singh, G. | Annals of Indian Academy of Neurology | 2020 |
alanine aminotransferase |
| Age, Comorbidities and Fear of Fall: mortality predictors associated with fall-related fractures | Magdalini, V. Petros, I. Constantinos, T. Garyfalia, S. P. Emmanouil, P. Christos, K. George, K. Kalliopi, A. George, S. Symeon, H. P. | Maedica (Buchar) | 2020 | |
| Stress-Induced Behavioral Quiescence and Abnormal Rest-Activity Rhythms During Critical Illness | Maas, M. B. Lizza, B. D. Kim, M. Abbott, S. M. Gendy, M. Reid, K. J. Zee, P. C. | Crit Care Med | 2020 | |
| Incidence and risk factors of delirium in icu patients | Ma, W. Zheng, J. Xu, S. Huo, Z. | International Journal of Clinical and Experimental Medicine | 2020 |
stomach tube |
| Age, preoperative higher serum cortisol levels, and lower serum acetylcholine levels predict delirium after percutaneous coronary intervention in acute coronary syndrome patients accompanied with renal dysfunction | Ma, J. Fan, M. Wang, Z. | Indian Journal of Psychiatry | 2020 |
IE33 |
| Non-Pharmacologic Multicomponent Interventions Preventing Delirium in Hospitalized People | Ludolph, P. Stoffers-Winterling, J. Kunzler, A. M. Rösch, R. Geschke, K. Vahl, C. F. Lieb, K. | J Am Geriatr Soc | 2020 |
delirium |
| Usefulness of postoperative serum translocator protein as a predictive marker for delirium after breast cancer surgery in elderly women | Lu, G. W. Chou, Y. E. Jin, W. L. Su, X. B. | J Int Med Res | 2020 |
Translocator protein |
| Characteristics, Symptom Management, and Outcomes of 101 Patients With COVID-19 Referred for Hospital Palliative Care | Lovell, N. Maddocks, M. Etkind, S. N. Taylor, K. Carey, I. Vora, V. Marsh, L. Higginson, I. J. Prentice, W. Edmonds, P. Sleeman, K. E. | J Pain Symptom Manage | 2020 |
Covid-19 |