Data Science in Critical Care, An Issue of Critical Care Clinics, E-Book PDF Download

Author: Rishikesan Kamaleswaran
Publisher: Elsevier Health Sciences
ISBN: 0443181942
Category : Medical
Languages : en
Pages : 217

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Rishikesan Kamaleswaran and Andre L. Holder bring their considerable expertise to the topic of Data Science in Critical Care. Data science, the field of study dedicated to the principled extraction of knowledge from complex data, is particularly relevant in the critical care setting. In this issue, top experts in the field cover key topics such as refining our understanding and classification of critical illness using biomarker-based phenotyping; predictive modeling using AI/ML on EHR data; classification and prediction using waveform-based data; creating trustworthy and fair AI systems; and more. Contains 15 relevant, practice-oriented topics including AI and the imaging revolution; designing “living, breathing clinical trials: lessons learned from the COVID-19 pandemic; the patient or the population: knowing the limitations of our data to make smart clinical decisions; weighing the cost vs. benefit of AI in healthcare; and more. Provides in-depth clinical reviews on data science in critical care, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: Lauren R. Sorce
Publisher: Elsevier Health Sciences
ISBN: 0323938760
Category : Medical
Languages : en
Pages : 201

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Lauren R. Sorce and Joy D. Howell bring their considerable expertise to the topic of Pediatric Critical Care. Top experts in the field cover key topics such as point-of-care ultrasound for pediatric critical care providers; transfusion strategies in the 21st century; global pediatric critical care; workforce diversity; and more. Contains 13 relevant, practice-oriented topics including pediatric redeployment: unique challenges created by COVID-19; ECMO then and now; PCCM in 21st century and beyond; pediatric critical care outcomes; cardiac output monitoring; and more. Provides in-depth clinical reviews on pediatric critical care, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: Lori Shutter
Publisher: Elsevier Health Sciences
ISBN: 0323897339
Category : Medical
Languages : en
Pages : 257

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Lori Shutter and Deepa Malaiyandi bring their considerable expertise to the topic of Neurocritical Care, a rapidly growing specialty of complex care. Top experts in the field provide up-to-date articles on important clinical trials and evidence-based care of the critically ill patient with neurological injury. Contains 16 practice-oriented topics including current management of acute ischemic stroke; status epilepticus: a neurological emergency; neurotrauma and ICP management; neuropharmacology in the ICU; artificial intelligence and big data science in neurocritical care; and more. Provides in-depth clinical reviews on neurocritical care, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: Steven Hollenberg
Publisher: Elsevier Health Sciences
ISBN: 0443130728
Category : Medical
Languages : en
Pages : 241

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Steven Hollenberg and José L. Diaz-Gomez bring their considerable expertise to the topic of Cardiovascular Intensive Care. Top experts cover key topics such as hemodynamic monitoring in the cardiac ICU; the role of ultrasound in the cardiac ICU; cardiogenic shock; management of patients after cardiac arrest; temporary mechanical circulatory support; and more. Contains 16 relevant, practice-oriented topics including the changing epidemiology of the cardiac intensive care unit; diagnosis and management of LVAD emergencies; design and execution of clinical trials in the CICU; end-of life issues in patients with mechanical circulatory support; and more. Provides in-depth clinical reviews on cardiovascular intensive care, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: Rishikesan Kamaleswaran
Publisher: Clinics: Internal Medicine
ISBN: 9780443181931
Category : Medical
Languages : en
Pages : 0

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Rishikesan Kamaleswaran and Andre L. Holder bring their considerable expertise to the topic of Data Science in Critical Care. Data science, the field of study dedicated to the principled extraction of knowledge from complex data, is particularly relevant in the critical care setting. In this issue, top experts in the field cover key topics such as refining our understanding and classification of critical illness using biomarker-based phenotyping; predictive modeling using AI/ML on EHR data; classification and prediction using waveform-based data; creating trustworthy and fair AI systems; and more. Contains 15 relevant, practice-oriented topics including AI and the imaging revolution; designing "living, breathing" clinical trials: lessons learned from the COVID-19 pandemic; the patient or the population: knowing the limitations of our data to make smart clinical decisions; weighing the cost vs. benefit of AI in healthcare; and more. Provides in-depth clinical reviews on data science in critical care, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: David N. Hager
Publisher: Elsevier Health Sciences
ISBN: 0443294917
Category : Medical
Languages : en
Pages : 193

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. David N. Hager, Kyle Gunnerson, and Stephen Macdonald bring their considerable expertise to the topic of Critical Illness Outside the ICU. Top experts cover key topics such as flight transport of the critically ill; models of critical care in the emergency department; in-hospital triage; rapid response teams; early warning systems; ICU without walls; and more. Contains 14 relevant, practice-oriented topics the role of intermediate care; PACU care; critical care in rural settings; critical care in austere settings; tele-ICU support; alternate care pathways for the patient with multimorbidity; and more. Provides in-depth clinical reviews on critical illness outside the ICU, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.

Author: Michael Matthay
Publisher: Elsevier Health Sciences
ISBN: 0323794653
Category : Medical
Languages : en
Pages : 233

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Book Description
This issue of Critical Care Clinics, guest edited by Drs. Michael Matthay and Kathleen Dori Lui, focuses on Acute Respiratory Distress Syndrome. This is one of four issues each year selected by the series consulting editor, Dr. John Kellum. Articles in this issue include, but are not limited to: Epidemiology, Environmental Factors, Clinical Diagnosis, Physiology of ARDS, including COVID-19, Pathogenesis Based on Clinical Studies, Genetics of ARDS, Ventilator Management and Rescue Therapy with ECMO, Acute Kidney Injury and ARDS, Pharmacologic Therapies and ARDS and Long Term Outcomes from ARDS. Provides in-depth, clinical reviews on ARDS, providing actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field; Authors synthesize and distill the latest research and practice guidelines to create these timely topic-based reviews.

Author: Robert C Hyzy
Publisher: Elsevier Health Sciences
ISBN: 1455771651
Category : Medical
Languages : en
Pages : 140

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Book Description
This issue of Critical Care Clinics edited by Dr. Robert Hyzy on Enhancing the Quality of Care in the ICU features topics such as: Taking Central Line-Associated Bloodstream Infection Rates to Zero, Preventing ICU Delirium, Avoiding Clostridium difficile associated diarrhea, Reducing ventilator associated complications and pneumonia, Can Venous Thromboembolism be avoided?, Preventing urinary catheter associated infections, Improving ICU quality through collaboratives, Do performance measures enhance patient quality in the ICU, and The Future of Quality in the ICU.

Author: Kristina Elizabeth Rudd
Publisher: Elsevier Health Sciences
ISBN: 0323961827
Category : Medical
Languages : en
Pages : 249

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Book Description
In this issue, guest editors bring their considerable expertise to this important topic. Provides in-depth reviews on the latest updates in the field, providing actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create these timely topic-based reviews.

Author: Michelle Ng Gong
Publisher: Elsevier Health Sciences
ISBN: 0323987788
Category : Medical
Languages : en
Pages : 201

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Book Description
In this issue of Critical Care Clinics, guest editors Drs. Michelle Ng Gong and Gregory S. Martin bring their considerable expertise to the topic of COVID-19. Top experts in the field cover key topics such as ECMO in COVID-19, neurologic manifestations and sequelae in COVID-19, pediatric COVID-19, anti-viral and anti-inflammatory therapeutics in COVID-19, the critical care surge during COVID-19 and lessons for the future, and more. Contains 11 relevant, practice-oriented topics including post-acute sequelae of SARS CoV-2 infection; COVID-19 and renal failure; the role of acute thrombosis in COVID-19; COVID ARDS: different phenotype of ARDS or same diversity of phenotype in ARDS; COVID-19 in the critically ill pregnant patient; and more. Provides in-depth clinical reviews on COVID-19, offering actionable insights for clinical practice. Presents the latest information on this timely, focused topic under the leadership of experienced editors in the field. Authors synthesize and distill the latest research and practice guidelines to create clinically significant, topic-based reviews.