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High performance logistic regression for privacy-preserving genome analysis.
In BMC medical genomics
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De Cock Martine, Dowsley Rafael, Nascimento Anderson C A, Railsback Davis, Shen Jianwei, Todoki Ariel
2021-Jan-20
Gene expression data, Gradient descent, Logistic regression, Machine learning, Secure multi-party computation

Anatomical and Pathological Observation and Analysis of SARS and COVID-19: Microthrombosis Is the Main Cause of Death.
In Biological procedures online
Chen Wenjing, Pan Jing Ye
2021-Jan-20
Autopsy, COVID-19, Diffuse Alveolar Damage, Disseminated Intravascular Coagulation, Microcirculation Dysfunction, Pathology, SARS-CoV-2

Development and Validation of a Machine learning prediction model of respiratory failure within 48 hours of patient admission for COVID-19.
In Journal of medical Internet research ; h5-index 88.0
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CLINICALTRIAL :
Bolourani Siavash, Brenner Max, Wang Ping, McGinn Thomas, Hirsch Jamie, Barnaby Douglas, Zanos Theodoros
2021-Jan-18

Prediction of adverse drug reactions using drug convolutional neural networks.
In Journal of bioinformatics and computational biology
Mantripragada Anjani Sankar, Teja Sai Phani, Katasani Rohith Reddy, Joshi Pratik, Masilamani V, Ramesh Raj
2021-Jan-20
Adverse drug reactions, CNN, COVID-19, deep learning, health informatics, machine learning, pharmacovigilance
How artificial intelligence may help the Covid-19 pandemic: Pitfalls and lessons for the future.
In Reviews in medical virology
Malik Yashpal Singh, Sircar Shubhankar, Bhat Sudipta, Ansari Mohd Ikram, Pande Tripti, Kumar Prashant, Mathapati Basavaraj, Balasubramanian Ganesh, Kaushik Rahul, Natesan Senthilkumar, Ezzikouri Sayeh, El Zowalaty Mohamed E, Dhama Kuldeep
2020-Dec-19
SARS-CoV-2, artificial intelligence, covid-19, diagnosis, epidemiology, therapeutic developments

Impact of Machine Learning Pipeline Choices in Autism Prediction From Functional Connectivity Data.
In International journal of neural systems
GraƱa Manuel, Silva Moises
2021-Jan-20
Autism, brain functional connectivity, brain parcellation, feature extraction, machine learning
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