INTERPRETABLE MACHINE LEARNING-BASED SCORING SYSTEMS FOR EMERGENCY CARE

INTERPRETABLE MACHINE LEARNING-BASED SCORING SYSTEMS FOR EMERGENCY CARE

Ph.D

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	XIE FENG
مؤلفون آخرون:	DEAN'S OFFICE (DUKE-NUS MEDICAL SCHOOL)
التنسيق:	Theses and Dissertations
اللغة:	English
منشور في:	2022
الموضوعات:	Emergency care, Triage, Scoring system, Interpretable machine learning, AutoScore, Electronic health records
الوصول للمادة أونلاين:	https://scholarbank.nus.edu.sg/handle/10635/226238
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Heart rate variability based machine learning models for risk prediction of suspected sepsis patients in the emergency department
بواسطة: Chiew, C.J., وآخرون
منشور في: (2021)

INTELLIGENT TELEPHONE TRIAGE IN PRE-HOSPITAL EMERGENCY CARE
بواسطة: WANG HAN
منشور في: (2023)

Validation of the mortality in emergency department sepsis (MEDS) score in a Singaporean cohort
بواسطة: Pong, J.Z., وآخرون
منشور في: (2021)

Quantum machine learning for credit scoring
بواسطة: SCHETAKIS, Nikolaos, وآخرون
منشور في: (2024)

Benchmarking emergency department prediction models with machine learning and public electronic health records
بواسطة: Xie, Feng, وآخرون
منشور في: (2023)

Computer-assisted pathological immunohistochemistry scoring is more time-effective than conventional scoring, but provides no analytical advantage
بواسطة: Ong, C.W., وآخرون
منشور في: (2012)

Interpretable machine learning for optimizing computer system
بواسطة: Chen, Peilin
منشور في: (2024)

โปรแกรม Z score system
بواسطة: อำไพวรรณ จวนสัมฤทธิ์
منشور في: (2020)

The interprotein scoring noises in glide docking scores
بواسطة: Wang, W., وآخرون
منشور في: (2014)

AutoScore: A machine learning–based automatic clinical score generator and its application to mortality prediction using electronic health records
بواسطة: Xie, F., وآخرون
منشور في: (2021)

Project name: A study on application of altman's z-score model in assessing the performance and the possibility of bankrupty of listed enterprises in Viet Nam.
بواسطة: Phạm, Thị Thanh Thảo
منشور في: (2020)

Real-time estimated Sequential Organ Failure Assessment (SOFA) score with intervals: Improved risk monitoring with estimated uncertainty in health condition for patients in intensive care units
بواسطة: HE, Yan, وآخرون
منشور في: (2025)

Risk stratification with extreme learning machine: A retrospective study on emergency department patients
بواسطة: Liu, N, وآخرون
منشور في: (2020)

DEVELOPING A HOLISTIC EXPLAINABLE MACHINE LEARNING FRAMEWORK: DATA SCIENCE APPLICATIONS IN HEALTHCARE
بواسطة: ONG MING LUN
منشور في: (2021)

INTERPRETABILITY AND FAIRNESS IN MACHINE LEARNING: A FORMAL METHODS APPROACH
بواسطة: BISHWAMITTRA GHOSH
منشور في: (2023)

DYNAMIC CONDITIONAL SCORE MODELS: FORECASTING VOLATILITY OF EXCHANGE RATES
بواسطة: JESSICA TING JIA HUI
منشور في: (2019)

Predictors of persistent poor control and validation of ASSESS score: longitudinal 5-year follow-up of severe asthma cohort
بواسطة: Tiew, Pei Yee, وآخرون
منشور في: (2024)

An Application of Logit Model to Credit Scoring and its Implications to Financial Market
بواسطة: WANG WENDI
منشور في: (2014)

Unconditional quantile regression with high-dimensional data
بواسطة: SASAKI, Yuya, وآخرون
منشور في: (2020)

A crowdsourcing-based incremental learning framework for automated essays scoring
بواسطة: Bai, Huanyu, وآخرون
منشور في: (2024)

A PROPENSITY SCORE MATCHING APPROACH: EFFECT OF COMPLETING A MINOR ON EARNINGS.
بواسطة: JEFFREY LAU YONG HENG
منشور في: (2020)

Prediction of cardiac arrest in critically ill patients presenting to the emergency department using a machine learning score incorporating heart rate variability compared with the modified early warning score
بواسطة: Hock Ong, M.E, وآخرون
منشور في: (2020)

Factors Affecting 72-Hour Unplanned Return Visits after Emergency Department Index Discharge of a Tertiary Private Hospital in the Philippines
بواسطة: Jimenez, Ma. Lourdes D, وآخرون
منشور في: (2020)

Score Tests for Inverse Gaussian Mixture
بواسطة: YANG, Zhenlin
منشور في: (2003)

Score Tests for Inverse Gaussian Mixtures
بواسطة: Desmond, A. F., وآخرون
منشور في: (2011)

An alternative approximation to the variance of transformation score
بواسطة: Yang, Z.
منشور في: (2014)

DOMAIN ADAPTATION FOR AUTOMATED ESSAY SCORING
بواسطة: PETER PHANDI
منشور في: (2017)

THE IMPACT OF BULLYING ON STUDENTS' EDUCATIONAL ACHIEVEMENT IN SINGAPORE: A PROPENSITY SCORE MATCHING APPROACH.
بواسطة: TAN ZHI HAO
منشور في: (2018)

Demystifying thermal comfort in smart buildings : an interpretable machine learning approach
بواسطة: Zhang, Wei, وآخرون
منشور في: (2021)

Risk prediction score for death of traumatised and injured children
بواسطة: Sakda Arj-ong Vallipakorn, وآخرون
منشور في: (2017)

โปรแกรมคอมพิวเตอร์ INMU-SortMenuScore
بواسطة: อรพินท์ บรรจง
منشور في: (2020)

Bahadur efficiency and robustness of studentized score tests
بواسطة: He, X., وآخرون
منشور في: (2014)

Polygenic hazard score, amyloid deposition and Alzheimer's neurodegeneration
بواسطة: Tan, Chin Hong, وآخرون
منشور في: (2020)

Interpretable machine learning models to predict hospital patient readmission
بواسطة: GAO, Xiaoquan, وآخرون
منشور في: (2023)

Polygenic risk scores for complex diseases: where are we now?
بواسطة: Loh, Marie, وآخرون
منشور في: (2023)

A corpus-based study of educational discourse- the SCORE Approach
بواسطة: HONG HUAQING
منشور في: (2010)

Comprehensive maintainability scoring system (COMASS) for commercial buidings in tropical climate of Singapore
بواسطة: SUTAPA DAS
منشور في: (2010)

Scoring the data using association rules
بواسطة: Liu, B., وآخرون
منشور في: (2013)

Managing emergency department crowding through improved triaging and resource allocation
بواسطة: YANG, Kum Khiong, وآخرون
منشور في: (2016)

Utility of conventional clinical risk scores in a low-risk COVID-19 cohort
بواسطة: Ngiam, Jinghao Nicholas, وآخرون
منشور في: (2022)