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ArticlesPeer ReviewedFull Text
Steps to avoid overuse and misuse of machine learning in clinical research
Publisher:New York: Nature Publishing Group
Journal title:Nature medicine, 2022-10, Vol.28 (10), p.1996-1999
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Causal inference and observational data
Author / Creator:Olier, Ivan ; Zhan, Yiqiang ; Liang, Xiaoyu ; Volovici, Victor
Publisher:London: BioMed Central Ltd
Journal title:BMC medical research methodology, 2023-10, Vol.23 (1), p.1-227, Article 227
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AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes
Author / Creator:Saffari, Seyed Ehsan ; Ning, Yilin ; Xie, Feng ; Chakraborty, Bibhas ; Volovici, Victor ; Vaughan, Roger ; Ong, Marcus Eng Hock ; Liu, Nan
Publisher:London: BioMed Central Ltd
Journal title:BMC medical research methodology, 2022-11, Vol.22 (1), p.1-286, Article 286
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Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effective...
Author / Creator:Huijben, Jilske A. ; Volovici, Victor ; Cnossen, Maryse C. ; Haitsma, Iain K. ; Stocchetti, Nino ; Maas, Andrew I. R. ; Menon, David K. ; Ercole, Ari ; Citerio, Giuseppe ; Nelson, David ; Polinder, Suzanne ; Steyerberg, Ewout W. ; Lingsma, Hester F. ; van der Jagt, Mathieu
Publisher:England: BioMed Central Ltd
Journal title:Critical care (London, England), 2018-04, Vol.22 (1), p.90-90, Article 90
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The currency, completeness and quality of systematic reviews of acute management of moderate to severe traumatic brain injury: A comprehensive evidence map
Author / Creator:Synnot, Anneliese ; Bragge, Peter ; Lunny, Carole ; Menon, David ; Clavisi, Ornella ; Pattuwage, Loyal ; Volovici, Victor ; Mondello, Stefania ; Cnossen, Maryse C. ; Donoghue, Emma ; Gruen, Russell L. ; Maas, Andrew
Publisher:United States: Public Library of Science
Journal title:PloS one, 2018-06, Vol.13 (6), p.e0198676
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Impact of an external ventricular shunt (EVD) handling protocol on secondary meningitis rates: a historical cohort study with propensity score matching
Author / Creator:Hoefnagel, Daphna ; Volovici, Victor ; dos Santos Rubio, Ellianne J. ; Voor in’t Holt, Anne F. ; Dirven, Clemens M. F. ; Vos, Margreet C. ; Dammers, Ruben
Publisher:England: BioMed Central Ltd
Journal title:BMC neurology, 2023-01, Vol.23 (1), p.36-36, Article 36
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Dexamethasone therapy versus surgery for chronic subdural haematoma (DECSA trial): study protocol for a randomised controlled trial
Author / Creator:Miah, Ishita P. ; Holl, Dana C. ; Peul, Wilco C. ; Walchenbach, Robert ; Kruyt, Nyika ; de Laat, Karlijn ; Koot, Radboud W. ; Volovici, Victor ; Dirven, Clemens M. F. ; van Kooten, Fop ; Kho, Kuan H. ; den Hertog, Heleen M. ; van der Naalt, Joukje ; Jacobs, Bram ; Groen, Rob J. M. ; Lingsma, Hester F. ; Dammers, Ruben ; Jellema, Korné ; van der Gaag, Niels A.
Publisher:England: BioMed Central Ltd
Journal title:Current controlled trials in cardiovascular medicine, 2018-10, Vol.19 (1), p.575-575, Article 575
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Comparative effectiveness of surgery in traumatic acute subdural and intracerebral haematoma: study protocol for a prospective observational study within CENTER-TBI and Net-QuRe
Author / Creator:Van Essen, Thomas A. ; Volovici, Victor ; Cnossen, Maryse C. ; Kolias, Angelos ; Ceyisakar, Iris ; Nieboer, Daan ; Peppel, Lianne D. ; Heijenbrok-Kal, Majanka ; Ribbers, Gerard ; Menon, David ; Hutchinson, Peter ; Depreitere, Bart ; de Ruiter, Godard C. W. ; Lingsma, Hester F. ; Steyerberg, Ewout W. ; Maas, Andrew I ; Peul, Wilco C.
Publisher:England: British Medical Journal Publishing Group
Journal title:BMJ open, 2019-10, Vol.9 (10), p.e033513-e033513
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Assessing Frailty in Neurosurgical Patients: Less is not Always More. Is There Any Construct Validity Left in the Modified Frailty Index?
Author / Creator:Pisica, Dana ; Volovici, Victor
Publisher:Oxford University Press
Journal title:Neurosurgery, 2021-03, Vol.88 (3), p.E292
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ArticlesPeer ReviewedFull Text
Understanding Cognitive Decline After Stroke in the Acute Setting
Author / Creator:Sadigh, Yasmin ; Volovici, Victor
Publisher:United States: American Medical Association
Journal title:JAMA network open, 2024-10, Vol.7 (10), p.e2437145
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ArticlesPeer ReviewedFull Text
Letter: Assessing Frailty in Neurosurgical Patients: Less is not Always More. Is There Any Construct Validity Left in the Modified Frailty Index?
Author / Creator:Pisică, Dana ; Volovici, Victor
Publisher:United States: Oxford University Press
Journal title:Neurosurgery, 2021-03, Vol.88 (3), p.E292-E293
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ArticlesPeer ReviewedFull Text
How I do it: proximal control in parkinson’s triangle for a very large paraclinoid aneurysm
Author / Creator:Volovici, Victor ; Dammers, Ruben
Publisher:Vienna: Springer Vienna
Journal title:Acta neurochirurgica, 2021-11, Vol.163 (11), p.2967-2971
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Letter: Tranexamic Acid and Severe Traumatic Brain Injury: The Futile Search for Causality?
Author / Creator:Volovici, Victor ; Haitsma, Iain K
Publisher:United States: Oxford University Press
Journal title:Neurosurgery, 2021-05, Vol.88 (5), p.E484-E485
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ArticlesPeer ReviewedFull Text
Causal inference from observational data in neurosurgical studies: a mini-review and tutorial
Author / Creator:Liu, Mingxuan ; Wang, Xinru ; Lee, Jin Wee ; Chakraborty, Bibhas ; Liu, Nan ; Volovici, Victor
Publisher:Vienna: Springer Vienna
Journal title:Acta neurochirurgica, 2025-02, Vol.167 (1), p.40
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The impact of ARUBA on the clinical practice of unruptured brain arteriovenous malformations: big data, poor evidence and measuring impact on health policy
Author / Creator:Volovici, Victor ; Meling, Torstein R.
Publisher:Vienna: Springer Vienna
Journal title:Acta neurochirurgica, 2021-09, Vol.163 (9), p.2487-2488
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Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research
Author / Creator:Diaz-Arrastia, Ramon ; Dreier, Jens P ; Duhaime, Ann-Christine ; Ercole, Ari ; Giacino, Joseph ; Laureys, Steven ; Levin, Harvey ; Mascia, Luciana ; Mondello, Stefania ; Parizel, Paul M ; Polinder, Suzanne ; Smielewski, Peter ; Stanworth, Simon J ; Stein, Murray B ; Stocchetti, Nino ; Tenovuo, Olli ; Yaffe, Kristine ; Adams, Hadie ; Agnoletti, Vanni ; Azaševac, Antun ; Belda, Francisco Javier ; Beretta, Luigi ; Bertolini, Guido ; den Boogert, Hugo ; Boutis, Kathy ; Bouzat, Pierre ; Brooks, Brian ; Cameron, Peter ; Causin, Francesco ; Chevallard, Giorgio ; Della Corte, Francesco ; Dahyot-Fizelier, Claire ; Dawes, Helen ; DeMatteo, Carol ; Depreitere, Bart ; Dzeko, Adelaida ; Fergusson, Dean ; Fleming, Joanne ; Galanaud, Damien ; Gantner, Dashiell ; Glocker, Ben ; Golubovic, Jagoš ; Gradisek, Primoz ; Gravel, Jocelyn ; Haagsma, Juanita A ; Haitsma, Iain ; Helbok, Raimund ; Helseth, Eirik ; van Heugten, Caroline ; Hui, Jiyuan ; Huijben, Jilske Antonia ; Jacobs, Bram ; Karan, Mladen ; Kolias, Angelos G ; Kondziella, Daniel ; Koskinen, Lars-Owe ; Kovács, Noémi ; Kutsogiannis, Demitri ; Lamontagne, François ; Ledig, Christian ; Levi, Leon ; MacDonald, Stephen ; Mattern, Julia ; Muehlan, Holger ; van der Naalt, Joukje ; Negru, Ancuta ; Nieboer, Daan ; Oddo, Mauro ; Osmond, Martin ; Persona, Paolo ; Pili-Floury, Sébastien ; Pirinen, Matti ; Van Praag, Dominique ; Røe, Cecilie ; Roks, Gerwin ; Rosenlund, Christina ; Rueckert, Daniel ; Sacchi, Marco ; Sánchez-Porras, Renán ; Sangha, Grinder ; Schneider, Kathryn J ; Schoonman, Guus G ; Sir, Özcan ; Skandsen, Toril ; Smeets, Dirk ; Stamatakis, Emmanuel ; Sundström, Nina ; Taccone, Fabio Silvio ; Takala, Riikka ; Tanskanen, Päivi ; Temkin, Nancy ; Trapani, Tony ; Turgeon, Alexis ; Vallance, Shirley ; Vargiolu, Alessia ; Vega, Emmanuel ; Vilcinis, Rimantas ; Vleggeert-Lankamp, Carmen ; Wessels, Lars ; Wood, Gordon
Publisher:England: Elsevier Ltd
Journal title:Lancet neurology, 2017-12, Vol.16 (12), p.987-1048
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Effect of routine extradural optic canal decompression performed by skull base trained surgeons on visual outcomes in patients with anterior skull base meningiomas
Author / Creator:Sadigh, Yasmin ; Talbi, Lailla ; Monchen, Juliette ; Cozar, Ayca ; Gori, Kelsey ; Bos, Eelke M. ; Dammers, Ruben ; Volovici, Victor
Publisher:Vienna: Springer Vienna
Journal title:Acta neurochirurgica, 2025-06, Vol.167 (1), p.170, Article 170
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The European expertise network for open microvascular surgery
Author / Creator:Volovici, Victor ; Cenzato, Marco ; Meling, Torstein R ; Velinov, Nikolay ; Fiedler, Jiri ; Etminan, Nima ; Regli, Luca ; Raabe, Andreas ; Vajkoczy, Peter
Publisher:England: Elsevier Ltd
Journal title:Lancet neurology, 2024-12, Vol.23 (12), p.1187-1187
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Long-Term Outcomes After Subarachnoid Hemorrhage—The Road to Recovery Is Longer Than Expected
Author / Creator:Volovici, Victor ; Suarez, Jose I.
Publisher:United States
Journal title:JAMA network open, 2025-03, Vol.8 (3), p.e251686
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Serum metabolome associated with severity of acute traumatic brain injury
Author / Creator:Thomas, Ilias ; Dickens, Alex M. ; Posti, Jussi P. ; Czeiter, Endre ; Duberg, Daniel ; Sinioja, Tim ; Kråkström, Matilda ; Retel Helmrich, Isabel R. A. ; Wang, Kevin K. W. ; Maas, Andrew I. R. ; Steyerberg, Ewout W. ; Menon, David K. ; Tenovuo, Olli ; Hyötyläinen, Tuulia ; Büki, András ; Orešič, Matej
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2022-05, Vol.13 (1), p.2545-2545, Article 2545
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Showing 1 to 20 of 52 results

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Steps to avoid overuse and misuse of machine learning in clinical research

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Causal inference and observational data

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AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes

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Variation in general supportive and preventive intensive care management of traumatic brain injury: a survey in 66 neurotrauma centers participating in the Collaborative European NeuroTrauma Effective...

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The currency, completeness and quality of systematic reviews of acute management of moderate to severe traumatic brain injury: A comprehensive evidence map

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Impact of an external ventricular shunt (EVD) handling protocol on secondary meningitis rates: a historical cohort study with propensity score matching

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Dexamethasone therapy versus surgery for chronic subdural haematoma (DECSA trial): study protocol for a randomised controlled trial

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Comparative effectiveness of surgery in traumatic acute subdural and intracerebral haematoma: study protocol for a prospective observational study within CENTER-TBI and Net-QuRe

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Assessing Frailty in Neurosurgical Patients: Less is not Always More. Is There Any Construct Validity Left in the Modified Frailty Index?

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Understanding Cognitive Decline After Stroke in the Acute Setting

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Letter: Assessing Frailty in Neurosurgical Patients: Less is not Always More. Is There Any Construct Validity Left in the Modified Frailty Index?

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How I do it: proximal control in parkinson’s triangle for a very large paraclinoid aneurysm

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Letter: Tranexamic Acid and Severe Traumatic Brain Injury: The Futile Search for Causality?

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Causal inference from observational data in neurosurgical studies: a mini-review and tutorial

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The impact of ARUBA on the clinical practice of unruptured brain arteriovenous malformations: big data, poor evidence and measuring impact on health policy

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Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research

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Effect of routine extradural optic canal decompression performed by skull base trained surgeons on visual outcomes in patients with anterior skull base meningiomas

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The European expertise network for open microvascular surgery

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Long-Term Outcomes After Subarachnoid Hemorrhage—The Road to Recovery Is Longer Than Expected

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Serum metabolome associated with severity of acute traumatic brain injury

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