Current knowledge and availability of machine learning across the spectrum of trauma science

T Gauss, Z Perkins, T Tjardes - Current Opinion in Critical Care, 2023 - journals.lww.com
Machine Learning holds promise for actionable decision support in trauma science, but
rigorous proof-of-concept studies are urgently needed. Future research should assess …

Complement factor D targeting protects endotheliopathy in organoid and monkey models of COVID-19

E Kawakami, N Saiki, Y Yoneyama, C Moriya… - Cell Stem Cell, 2023 - cell.com
COVID-19 is linked to endotheliopathy and coagulopathy, which can result in multi-organ
failure. The mechanisms causing endothelial damage due to severe acute respiratory …

Heterogeneity in defining multiple trauma: a systematic review of randomized controlled trials

T Jeanmougin, E Cole, B Duceau, M Raux, A James - Critical Care, 2023 - Springer
Introduction While numerous randomized controlled trials (RCTs) have been conducted in
the field of trauma, a substantial portion of them are yielding negative results. One potential …

Association between tranexamic acid administration and mortality based on the trauma phenotype: a retrospective analysis of a nationwide trauma registry in Japan

J Tachino, S Seno, H Matsumoto, T Kitamura… - Critical Care, 2024 - Springer
Background In trauma systems, criteria for individualised and optimised administration of
tranexamic acid (TXA), an antifibrinolytic, are yet to be established. This study used …

Effects of concomitant traumatic spinal cord and brain injury on in-hospital mortality: a retrospective analysis of a nationwide trauma registry in Japan

J Tachino, AK Demetriades, W Peul, S Nakao… - Journal of …, 2024 - liebertpub.com
Isolated traumatic spinal cord injury (t-SCI) and traumatic brain injury (TBI) represent
significant public health concerns, resulting in long-term disabilities and necessitating …

Advances in trauma care to save lives from traumatic injury: a narrative review

J Schmitt, J Gurney, P Aries… - Journal of trauma and …, 2023 - journals.lww.com
Recent advances on trauma management from the prehospital setting to in hospital care led
to a better surviving severe trauma rate. Mortality from exsanguination remains the first …

Plasma proteomics profile-based comparison of torso versus brain injury: A prospective cohort study

J Tachino, Y Togami, H Matsumoto… - Journal of Trauma …, 2024 - journals.lww.com
BACKGROUND Trauma-related deaths and posttraumatic sequelae are a global health
concern, necessitating a deeper understanding of the pathophysiology to advance trauma …

The times are changing: A primer on novel clinical trial designs and endpoints in critical care research

ML Behal, AH Flannery, TA Miano - American Journal of Health …, 2024 - academic.oup.com
Disclaimer In an effort to expedite the publication of articles, AJHP is posting manuscripts
online as soon as possible after acceptance. Accepted manuscripts have been peer …

Analysis of comprehensive biomolecules in critically ill patients via bioinformatics technologies

H Matsumoto, H Ogura, J Oda - Acute Medicine & Surgery, 2024 - Wiley Online Library
Each patient with a critical illness such as sepsis and severe trauma has a different genetic
background, comorbidities, age, and sex. Moreover, pathophysiology changes dynamically …

Combination of HBA1, TTR, and SERPINF2 in plasma defines phenotype correlated with severe burn outcome

S Onishi, H Matsumoto, F Sugihara, T Ebihara… - Iscience, 2023 - cell.com
Recent advancements in proteomics allow for the concurrent identification and quantification
of multiple proteins. This study aimed to identify proteins associated with severe burn …