Results 21 to 30 of about 64,890 (302)

SOFA: A Compute-Memory Optimized Sparsity Accelerator via Cross-Stage Coordinated Tiling [PDF]

Micro
Benefiting from the self-attention mechanism, Transformer models have attained impressive contextual comprehension capabilities for lengthy texts. The requirements of high-throughput inference arise as the large language models (LLMs) become increasingly
Huizheng Wang, Jiahao Fang, Xinru Tang, Zhiheng Yue, Jinxi Li, Yubin Qin, Sihan Guan, Qize Yang, Yang Wang, Chao Li, Yang Hu, Shouyi Yin   +11 more
semanticscholar   +1 more source

Modified cardiovascular SOFA score in sepsis: development and internal and external validation

BMC Medicine, 2022
The Sepsis-3 criteria introduced the system that uses the Sequential Organ-Failure Assessment (SOFA) score to define sepsis. The cardiovascular SOFA (CV SOFA) scoring system needs modification due to the change in guideline-recommended vasopressors.
H. Lee, B. Ko, S. Ryoo, E. Han, G. Suh, Sung-Hyuk Choi, S. Chung, Tae-Ho Lim, W. Kim, W. Kwon, S. Hwang, Y. Jo, Jonghwan Shin, T. Shin, Kyuseok Kim, Sangchun Tae Nyoung Jae Hyuk Kyung Su Yoo Seok Young-Hoon H Choi Chung Lee Kim Park Yoon Choi Han Kang Kim Cho, Sang-Hwa Choi, T. Chung, Jae Hyuk Lee, K. Kim, Y. Park, Y. Yoon, H. S. Choi, K. Han, G. Kang, Youn-Jung Kim, H. Cho   +26 more
semanticscholar   +1 more source

SOFAS [PDF]

Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 2, 2010
We propose a distributed and collaborative software analysis platform to enable seamless interoperability of software analysis tools across platform, geographical and organizational boundaries. In particular, we devise software analysis tools as services that can be accessed and composed over the Internet.
openaire   +2 more sources

SOFA Score in relation to Sepsis: Clinical Implications in Diagnosis, Treatment, and Prognostic Assessment

Computational and Mathematical Methods in Medicine, 2022
Purpose To analyze the clinical significance of the sequential organ failure assessment (SOFA) score in the diagnosis, treatment, and prognostic assessment of sepsis. Methods 140 patients with sepsis from January 2020 to January 2021 were selected as the
Changbo Liu, Shuzhen Suo, L. Luo, Xixian Chen, Chunxiang Ling, S. Cao   +5 more
semanticscholar   +1 more source

The Prognostic Accuracy Evaluation of mNUTRIC, APACHE II, SOFA, and SAPS 2 Scores for Mortality Prediction in Patients with Sepsis

Critical Care Research and Practice, 2022
Background The modified Nutrition Risk in the Critically Ill (mNUTRIC) score is a helpful tool to evaluate nutritional risk in critically ill patients.
P. D. Hai, Le Thi Viet Hoa
semanticscholar   +1 more source

Analisis Sistem Skoring APACHE II dan SOFA Terhadap Outcome di Intensive Care Unit RSUD Dr. Soetomo Surabaya

JAI (Jurnal Anestesiologi Indonesia), 2021
Latar belakang: Intensive care unit (ICU) adalah suatu ruangan dari rumah sakit yang khusus untuk merawat pasien yang menderita penyakit, cedera, atau komplikasi yang mengancam jiwa.
Habibah Teniya Ariq Fauziyah, Bambang Pujo Semedi, Pudji Lestari, Maulydia Maulydia   +3 more
doaj   +1 more source

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Journal of Intensive Medicine, 2021
Background Accurate risk stratification of critically ill patients with coronavirus disease 2019 (COVID-19) is essential for optimizing resource allocation, delivering targeted interventions, and maximizing patient survival probability. Machine learning (
J. Montomoli, L. Romeo, S. Moccia, Michele Bernardini, Lucia Migliorelli, Daniele Berardini, A. Donati, A. Carsetti, M. Bocci, P. D. W. Garcia, T. Fumeaux, P. Guerci, R. Schüpbach, C. Ince, E. Frontoni, M. Hilty   +15 more
semanticscholar   +1 more source

Association of Sequential Organ Failure Assessment (SOFA) components with mortality

Acta Anaesthesiologica Scandinavica, 2021
Sequential Organ Failure Assessment (SOFA) is a practical method to describe and quantify the presence and severity of organ system dysfunctions and failures. Some proposals suggest that SOFA could be employed as an endpoint in trials.
Anssi Pölkki, P. Pekkarinen, J. Takala, T. Selander, M. Reinikainen   +4 more
semanticscholar   +1 more source

SAPS III is superior to SOFA for predicting 28-day mortality in sepsis patients based on sepsis-3.0 criteria.

International Journal of Infectious Diseases, 2021
INTRODUCTION The discrimination and calibration accuracy of prediction models tends to become poor over time. The performance of predictive models should be reevaluated periodically. We aimed to reassess the discrimination of the six commonly used models
Youfeng Zhu, Rui Zhang, Xiaoling Ye, Houqiang Liu, Jianrui Wei   +4 more
semanticscholar   +1 more source

Comparison of SOFA Score, SIRS, qSOFA, and qSOFA + L Criteria in the Diagnosis and Prognosis of Sepsis.

Eurasian Journal of Medicine, 2021
Objective Sepsis has been defined as a life-threatening organ dysfunction that develops as a result of impaired host response to infection. This study aimed to investigate sequential organ failure assessment (SOFA) score, systemic inflammatory response ...
Ayşin Kılınç Toker, S. Kose, M. Turken   +2 more
semanticscholar   +1 more source