Machine Learning Based Clinical Decision Support System for Early COVID-19 Mortality Prediction

Computer vision for microscopic skin cancer diagnosis using handcrafted and non‐handcrafted features

(2021) Tanzila Saba   MICROSCOPY RESEARCH AND TECHNIQUE

Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms

(2021) Ibrahim Arpaci et al.   MULTIMEDIA TOOLS AND APPLICATIONS

An Interpretation Architecture for Deep Learning Models with the Application of COVID-19 Diagnosis

(2021) Yuchai Wan et al.   Entropy

Using Automated Machine Learning to Predict the Mortality of Patients With COVID-19: Prediction Model Development Study

(2021) Kenji Ikemura et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

(2021) Siavash Bolourani et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Development and validation of a prognostic COVID-19 severity assessment (COSA) score and machine learning models for patient triage at a tertiary hospital

(2021) Verena Schöning et al.   Journal of Translational Medicine

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

(2021) Espen Jimenez-Solem et al.   Scientific Reports

Risk factors analysis of COVID-19 patients with ARDS and prediction based on machine learning

(2021) Wan Xu et al.   Scientific Reports

Loss of Smell and Taste Can Accurately Predict COVID-19 Infection: A Machine-Learning Approach

(2021) María A Callejon-Leblic et al.   Journal of Clinical Medicine

Machine learning predictive model for severe COVID-19

(2021) Jianhong Kang et al.   INFECTION GENETICS AND EVOLUTION

Microscopic melanoma detection and classification: A framework of pixel‐based fusion and multilevel features reduction

(2020) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Coronavirus Disease 2019 (COVID-19): A Perspective from China

(2020) Zi Yue Zu et al.   RADIOLOGY

Does comorbidity increase the risk of patients with COVID-19: evidence from meta-analysis

(2020) Bolin Wang et al.   Aging-US

Lactate dehydrogenase levels predict coronavirus disease 2019 (COVID-19) severity and mortality: A pooled analysis

(2020) Brandon Michael Henry et al.   AMERICAN JOURNAL OF EMERGENCY MEDICINE

A virus that has gone viral: amino acid mutation in S protein of Indian isolate of Coronavirus COVID-19 might impact receptor binding, and thus, infectivity

(2020) Priyanka Saha et al.   BIOSCIENCE REPORTS

Prediction for Progression Risk in Patients with COVID-19 Pneumonia: the CALL Score

(2020) Dong Ji et al.   CLINICAL INFECTIOUS DISEASES

Clinical and laboratory predictors of in-hospital mortality in patients with COVID-19: a cohort study in Wuhan, China

(2020) Kun Wang et al.   CLINICAL INFECTIOUS DISEASES

Association between age and clinical characteristics and outcomes of COVID-19

(2020) Yang Liu et al.   EUROPEAN RESPIRATORY JOURNAL

Comorbidity and its impact on 1590 patients with COVID-19 in China: a nationwide analysis

(2020) Wei-jie Guan et al.   EUROPEAN RESPIRATORY JOURNAL

SARS‐CoV‐2 viral spike G614 mutation exhibits higher case fatality rate

(2020) Manuel Becerra‐Flores et al.   INTERNATIONAL JOURNAL OF CLINICAL PRACTICE

Association of Public Health Interventions With the Epidemiology of the COVID-19 Outbreak in Wuhan, China

(2020) An Pan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Neutrophil-to-lymphocyte ratio predicts critical illness patients with 2019 coronavirus disease in the early stage

(2020) Jingyuan Liu et al.   Journal of Translational Medicine

Real-time tracking of self-reported symptoms to predict potential COVID-19

(2020) Cristina Menni et al.   NATURE MEDICINE

Development and Validation of a Clinical Risk Score to Predict the Occurrence of Critical Illness in Hospitalized Patients With COVID-19

(2020) Wenhua Liang et al.   JAMA Internal Medicine

Prevalence of comorbidities among individuals with COVID-19: A rapid review of current literature

(2020) Kalpana Thapa Bajgain et al.   AMERICAN JOURNAL OF INFECTION CONTROL

Lactate dehydrogenase and susceptibility to deterioration of mild COVID-19 patients: a multicenter nested case-control study

(2020) Jichan Shi et al.   BMC Medicine

Tracking Changes in SARS-CoV-2 Spike: Evidence that D614G Increases Infectivity of the COVID-19 Virus

(2020) Bette Korber et al.   CELL

Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

(2020) Subhankar Roy et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Frailty and Mortality in Hospitalized Older Adults With COVID-19: Retrospective Observational Study

(2020) Robert De Smet et al.   Journal of the American Medical Directors Association

Machine Learning to Predict Mortality and Critical Events in COVID-19 Positive New York City Patients: A Cohort Study (Preprint)

(2020) Akhil Vaid et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Early prediction of level-of-care requirements in patients with COVID-19

(2020) Boran Hao et al.   eLife

Lungs nodule detection framework from computed tomography images using support vector machine

(2019) Sajid A. Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition

(2019) Muhammad Attique Khan et al.   APPLIED SOFT COMPUTING

Aged neutrophils contribute to the first line of defense in the acute inflammatory response

(2016) B. Uhl et al.   BLOOD

The relationship between C-reactive protein and prognostic factors in chronic obstructive pulmonary disease

(2013) Reshu Agarwal et al.   MULTIDISCIPLINARY RESPIRATORY MEDICINE

High-sensitive C-reactive protein is associated with reduced lung function in young adults

(2008) F. Rasmussen et al.   EUROPEAN RESPIRATORY JOURNAL

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Dynamic Correlation between Intrahost HIV-1 Quasispecies Evolution and Disease Progression

(2008) Ha Youn Lee et al.   PLoS Computational Biology