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LightCUD: a program for diagnosing IBD based on human gut microbiome data.
In BioData mining
BACKGROUND :
RESULTS :
CONCLUSIONS :
Xu Congmin, Zhou Man, Xie Zhongjie, Li Mo, Zhu Xi, Zhu Huaiqiu
2021-Jan-19
Biomarker, Human gut microbiome, IBD, Machine learning algorithm

Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning.
In Analytical chemistry
Delafiori Jeany, Navarro Luiz Cláudio, Siciliano Rinaldo Focaccia, de Melo Gisely Cardoso, Busanello Estela Natacha Brandt, Nicolau José Carlos, Sales Geovana Manzan, de Oliveira Arthur Noin, Val Fernando Fonseca Almeida, de Oliveira Diogo Noin, Eguti Adriana, Dos Santos Luiz Augusto, Dalçóquio Talia Falcão, Bertolin Adriadne Justi, Abreu-Netto Rebeca Linhares, Salsoso Rocio, Baía-da-Silva Djane, Marcondes-Braga Fabiana G, Sampaio Vanderson Souza, Judice Carla Cristina, Costa Fabio Trindade Maranhão, Durán Nelson, Perroud Mauricio Wesley, Sabino Ester Cerdeira, Lacerda Marcus Vinicius Guimarães, Reis Leonardo Oliveira, Fávaro Wagner José, Monteiro Wuelton Marcelo, Rocha Anderson Rezende, Catharino Rodrigo Ramos
2021-Jan-20

JAK inhibitors in immune-mediated rheumatic diseases: From a molecular perspective to clinical studies.
In Journal of molecular graphics & modelling
Sperti Michela, Malavolta Marta, Ciniero Gloria, Borrelli Simone, Cavaglià Marco, Muscat Stefano, Tuszynski Jack Adam, Afeltra Antonella, Margiotta Domenico Paolo Emanuele, Navarini Luca
2020-Nov-06
Computational drug discovery, Immune-mediated diseases, Inflammatory diseases, JAK Inhibitors drugs, JAK-STAT Pathway, JAK1, JAK2, Molecular docking, Molecular dynamics, Molecular mechanics, Virtual screening

Data-driven experimental design and model development using Gaussian process with active learning.
In Cognitive psychology
Chang Jorge, Kim Jiseob, Zhang Byoung-Tak, Pitt Mark A, Myung Jay I
2021-Jan-17
Active learning, Computational cognition, Data-driven cognitive modeling, Delay discounting, Gaussian process, Nonparametric Bayesian methods, Optimal experimental design

Development and validation of a nomogram to predict pulmonary function and the presence of chronic obstructive pulmonary disease in a Korean population.
In BMC pulmonary medicine ; h5-index 38.0
BACKGROUND :
METHODS :
RESULTS :
CONCLUSION :
Lee Sang Chul, An Chansik, Yoo Jongha, Park Sungho, Shin Donggyo, Han Chang Hoon
2021-Jan-19
Chronic obstructive pulmonary disease, Machine learning, Primary care, Spirometry

Artificial Intelligence-assisted chest X-ray assessment scheme for COVID-19.
In European radiology ; h5-index 62.0
OBJECTIVES :
METHODS :
RESULTS :
CONCLUSION :
KEY POINTS :
Rangarajan Krithika, Muku Sumanyu, Garg Amit Kumar, Gabra Pavan, Shankar Sujay Halkur, Nischal Neeraj, Soni Kapil Dev, Bhalla Ashu Seith, Mohan Anant, Tiwari Pawan, Bhatnagar Sushma, Bansal Raghav, Kumar Atin, Gamanagati Shivanand, Aggarwal Richa, Baitha Upendra, Biswas Ashutosh, Kumar Arvind, Jorwal Pankaj, Shalimar Shariff, A Wig, Naveet Subramanium, Rajeshwari Trikha, Anjan Malhotra, Rajesh Guleria, Randeep Namboodiri, Vinay Banerjee, Subhashis Arora
2021-Jan-20
Artificial intelligence, COVID, Radiograph
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