Publications by authors named "Ramin Fallahzadeh"

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In-silico generation of high-dimensional immune response data in patients using a deep neural network.
Ramin Fallahzadeh, Neda H Bidoki, Ina A Stelzer, Martin Becker, Ivana Marić

Cytometry A· May 2023

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Large-scale correlation network construction for unraveling the coordination of complex biological systems.
Martin Becker, Huda Nassar, Camilo Espinosa, Ina A Stelzer, Dorien Feyaerts, Ramin Fallahzadeh

Nat Comput Sci· April 2023

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Objective Activity Parameters Track Patient-specific Physical Recovery Trajectories After Surgery and Link With Individual Preoperative Immune States.
Ramin Fallahzadeh, Franck Verdonk, Ed Ganio, Anthony Culos, Natalie Stanley

Ann Surg· March 2023

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Proteomic signatures predict preeclampsia in individual cohorts but not across cohorts - implications for clinical biomarker studies.
Mohammad S Ghaemi, Adi L Tarca, Roberto Romero, Natalie Stanley, Ramin Fallahzadeh

J Matern Fetal Neonatal Med· December 2022

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Early prediction and longitudinal modeling of preeclampsia from multiomics.
Ivana Marić, Kévin Contrepois, Mira N Moufarrej, Ina A Stelzer, Dorien Feyaerts, Ramin Fallahzadeh

Patterns (N Y)· December 2022

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Use of machine learning to predict medication adherence in individuals at risk for atherosclerotic cardiovascular disease.
Seyed Iman Mirzadeh, Asiful Arefeen, Jessica Ardo, Ramin Fallahzadeh, Bryan Minor

Smart Health (Amst)· December 2022

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A data-driven health index for neonatal morbidities.
Davide De Francesco, Yair J Blumenfeld, Ivana Marić, Jonathan A Mayo, Alan L Chang, Ramin Fallahzadeh

iScience· April 2022

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Integrated Single-cell and Plasma Proteomic Modeling to Predict Surgical Site Complications: A Prospective Cohort Study.
Kristen K Rumer, Julien Hedou, Amy Tsai, Jakob Einhaus, Franck Verdonk, Ramin Fallahzadeh

Ann Surg· March 2022

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Single-synapse analyses of Alzheimer's disease implicate pathologic tau, DJ1, CD47, and ApoE.
Thanaphong Phongpreecha, Chandresh R Gajera, Candace C Liu, Kausalia Vijayaragavan, Alan L Chang, Ramin Fallahzadeh

Sci Adv· December 2021

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Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset.
Ina A Stelzer, Mohammad S Ghaemi, Xiaoyuan Han, Kazuo Ando, Julien J Hédou, Ramin Fallahzadeh

Sci Transl Med· May 2021

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Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries.
Fyezah Jehan, Sunil Sazawal, Abdullah H Baqui, Muhammad Imran Nisar, Usha Dhingra, Ramin Fallahzadeh

JAMA Netw Open· December 2020

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Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions.
Anthony Culos, Amy S Tsai, Natalie Stanley, Martin Becker, Mohammad S Ghaemi, Ramin Fallahzadeh

Nat Mach Intell· October 2020

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Author Correction: Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma.
Edward A Ganio, Natalie Stanley, Viktoria Lindberg-Larsen, Jakob Einhaus, Amy S Tsai, Ramin Fallahzadeh

Nat Commun· September 2020

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Differential Dynamics of the Maternal Immune System in Healthy Pregnancy and Preeclampsia.
Xiaoyuan Han, Mohammad S Ghaemi, Kazuo Ando, Laura S Peterson, Edward A Ganio, Ramin Fallahzadeh

Front Immunol· July 2020

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Preferential inhibition of adaptive immune system dynamics by glucocorticoids in patients after acute surgical trauma.
Edward A Ganio, Natalie Stanley, Viktoria Lindberg-Larsen, Jakob Einhaus, Amy S Tsai, Ramin Fallahzadeh

Nat Commun· July 2020

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VoPo leverages cellular heterogeneity for predictive modeling of single-cell data.
Natalie Stanley, Ina A Stelzer, Amy S Tsai, Ramin Fallahzadeh, Edward Ganio

Nat Commun· July 2020

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Simulation-based protein engineering of FMN oxidoreductase (DszD).
Ramin Fallahzadeh, Bijan Bambai, Kasra Esfahani, Abbas Akhavan Sepahi

Heliyon· August 2019

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A year-long immune profile of the systemic response in acute stroke survivors.
Amy S Tsai, Kacey Berry, Maxime M Beneyto, Dyani Gaudilliere, Edward A Ganio, Ramin Fallahzadeh

Brain· April 2019

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Digital Health for Geriatric Oncology.
Ramin Fallahzadeh, Seyed Ali Rokni, Hassan Ghasemzadeh, Enrique Soto-Perez-de-Celis, Armin Shahrokni

JCO Clin Cancer Inform· December 2018

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Predicting adherence to use of remote health monitoring systems in a cohort of patients with chronic heart failure.
Lorraine S Evangelista, Hassan Ghasemzadeh, Jung-Ah Lee, Ramin Fallahzadeh, Majid Sarrafzadeh

Technol Health Care· April 2018

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Electronic Assessment of Physical Decline in Geriatric Cancer Patients.
Ramin Fallahzadeh, Hassan Ghasemzadeh, Armin Shahrokni

Curr Oncol Rep· March 2018

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How Accurate Is Your Activity Tracker? A Comparative Study of Step Counts in Low-Intensity Physical Activities.
Parastoo Alinia, Chris Cain, Ramin Fallahzadeh, Armin Shahrokni, Diane Cook

JMIR Mhealth Uhealth· August 2017

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Toward personalized and context-aware prompting for smartphone-based intervention.
Ramin Fallahzadeh, Samaneh Aminikhanghahi, Ashley Nichole Gibson, Diane J Cook

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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SmartSock: a wearable platform for context-aware assessment of ankle edema.
Ramin Fallahzadeh, Mahdi Pedram, Hassan Ghasemzadeh

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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