Explanipedia

The Risk and Time Course for Autoimmune Rheumatic Disease Development in Patients With Raynaud Phenomenon Open

Shannon Teaw, Abbas Shojaee, Miruna Carnaru, Monique Hinchcliff · 2025

DataToCare: Predicting Treatments for Intensive Care Unit Patients Based on Similarity of Abnormalities Open

Shan Randhawa, Abbas Shojaee, Elisa Sorrentino, Yifan Li, Azza Abouzied , et al. · 2025

Clinical decision-making lies at the heart of health care. Medical data collection has made it possible for clinical decision-making to be data-driven. However, data-driven systems for decision-making have so far worked only for a limited …

Investigating the Time-Varying and Conditional Causality Network Among Bitcoin, Oil, Gold and Economic Uncertainty Open

Yalda Aryan, Seyfollah Soleimani, Abbas Shojaee · 2024

Data archive: CICT for single cell RNA-seq network inference Open

Shao‐shan Carol Huang, Abbas Shojaee · 2023

<p>This archive contains benchmarking input data and results for using single cell gene expression data to infer gene regulatory networks (GRN) by the Causal Inference with Composition of Transactions (CICT) method and a selected set…

Data archive: CICT for single cell RNA-seq network inference Open

Shao‐shan Carol Huang, Abbas Shojaee · 2023

This archive contains benchmarking input data and results for using single cell gene expression data to infer gene regulatory networks (GRN) by the Causal Inference with Composition of Transactions (CICT) method and a selected set of publi…

Robust discovery of gene regulatory networks from single-cell gene expression data by Causal Inference Using Composition of Transactions Open

Abbas Shojaee, Shao‐shan Carol Huang · 2023

Gene regulatory networks (GRNs) drive organism structure and functions, so the discovery and characterization of GRNs is a major goal in biological research. However, accurate identification of causal regulatory connections and inference o…

Data archive: CICT for single cell RNA-seq network inference Open

Shao‐shan Carol Huang, Abbas Shojaee · 2023

This archive contains benchmarking input data and results for using single cell gene expression data to infer gene regulatory networks (GRN) by the Causal Inference with Composition of Transactions (CICT) method and a selected set of publi…

Mapping emergency department asthma visits to identify poor-quality housing in New Haven, CT, USA: a retrospective cohort study Open

Elizabeth A. Samuels, Richard A. Taylor, Akshay Pendyal, Abbas Shojaee, Anne S Mainardi , et al. · 2022

Harvard-National Institute of Environmental Health Sciences (NIEHS) Center for Environmental Health.

Potentials of single-cell genomics in deciphering cellular phenotypes Open

Abbas Shojaee, Michelle Saavedra, Shao‐shan Carol Huang · 2021

Viral Pneumonia is Associated with Increased Risk and Earlier Development of Post-Inflammatory Pulmonary Fibrosis Open

Abbas Shojaee, Jonathan Siner, Andrey Zinchuk, Yalda Aryan, Naftali Kaminski , et al. · 2021

Severe inflammatory response, acute respiratory distress syndrome, and death are established serious consequences of the acute phase of severe viral pneumonia. However, the long-term respiratory outcomes of severe viral pneumonia, includin…

Using artificial intelligence techniques for COVID-19 genome analysis Open

M. Saqib Nawaz, Philippe Fournier‐Viger, Abbas Shojaee, Hamido Fujita · 2021

Echocardiographic Features of Cardiac Injury Related to COVID-19 and Their Prognostic Value: A Systematic Review Open

Neda Shafiabadi Hassani, Abbas Shojaee, Zeynab Khodaprast, Roya Sepahvandi, Ehsan Shahrestanaki , et al. · 2020

Background: The available information on the echocardiographic features of cardiac injury related to the novel coronavirus disease 2019 (COVID-19) and their prognostic value are scattered in the different literature. Therefore, the aim of …

Obstructive Sleep Apnea Increases the Risk of Pulmonary Hypertension Independent of Relevant Risk Factors Open

Abbas Shojaee, Vahid Mohsenin · 2020

Application of a Novel Machine Learning Method to Big Data Infers a Relationship Between Asthma and the Development of Neoplasia Open

Abbas Shojaee, José L. Gómez, Xiaochen Wang, Naftali Kaminski, Jonathan Siner , et al. · 2018

Background A relationship between asthma and the risk of having cancer has been identified in several studies. However, these studies have used different methodologies, been primarily cross-sectional in nature, and the results have been co…

Discovery of temporal and disease association patterns in condition-specific hospital utilization rates Open

Julian S. Haimovich, Arjun K. Venkatesh, Abbas Shojaee, Andreas Coppi, Frederick Warner , et al. · 2017

Identifying temporal variation in hospitalization rates may provide insights about disease patterns and thereby inform research, policy, and clinical care. However, the majority of medical conditions have not been studied for their potenti…

OUTCOME OF PROSTHETIC THIGH VASCULAR ACCESS GRAFT IN HEMODIALYSIS PATIENTS: A PROSPECTIVE SIX YEAR STUDY Open

Javad Salimi, Abbas Shojaee, Amirhossein Meisami, H. Dinparast A.Rabbani · 2016

Arteriovenous fistulae traditionally have been placed in the upper extremity. Experience with groin hemodialysis access has been discouraging because of high infection rates and associated limb amputation. The aim of this study was to dete…

Revisiting Causality in Markov Chains Open

Abbas Shojaee · 2016

Identifying causal relationships is a key premise of scientific research. The growth of observational data in different disciplines along with the availability of machine learning methods offers the possibility of using an empirical approa…

Revisiting Causality Inference in Memory-less Transition Networks Open

Abbas Shojaee, Isuru Ranasinghe, Alireza Ani · 2016

Several methods exist to infer causal networks from massive volumes of observational data. However, almost all existing methods require a considerable length of time series data to capture cause and effect relationships. In contrast, memor…

Revisiting Causality Inference In Markov Chain. Open

Abbas Shojaee · 2016

Identifying causal relationships is a key premise of scientific research. Given the mass of observational data in many disciplines, new machine learning methods offer the possibility of using an empirical approach to identifying unapprecia…

Association Between Journal Citation Distribution and Impact Factor Open

Sudhakar V. Nuti, Isuru Ranasinghe, Karthik Murugiah, Abbas Shojaee, Shuxia Li , et al. · 2015

Poorly Cited Articles in Peer-Reviewed Cardiovascular Journals from 1997 to 2007 Open

Isuru Ranasinghe, Abbas Shojaee, Behnood Bikdeli, Aakriti Gupta, Ruijun Chen , et al. · 2015

Background— The extent to which articles are cited is a surrogate of the impact and importance of the research conducted; poorly cited articles may identify research of limited use and potential wasted investments. We assessed trends in th…

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