M. S. Ghaemi

发表

Integration of Mechanistic Immunological Knowledge into a Machine Learning Pipeline Increases Predictive Power

Trevor Hastie, Robert Tibshirani, Martin Becker, 2020, bioRxiv.

An immune clock of human pregnancy

R. Tibshirani, G. Nolan, G. Shaw, 2017, Science Immunology.

Identifying Temporal User Behavior through Smart Card Data

Agard, M. S. Ghaemi, V. Nia, 2017 .

Multiomic immune clockworks of pregnancy

S. Quake, G. Shaw, N. Aghaeepour, 2020, Seminars in Immunopathology.

Multiomics Characterization of Preterm Birth in Low- and Middle-Income Countries

S. Quake, G. Shaw, J. Stringer, 2020, JAMA network open.

Differential Dynamics of the Maternal Immune System in Healthy Pregnancy and Preeclampsia

Amy E. Judy, G. Shaw, N. Aghaeepour, 2019, Front. Immunol..

A proteomic clock of human pregnancy

Robert Tibshirani, Nima Aghaeepour, Mohammad Sajjad Ghaemi, 2017, American journal of obstetrics and gynecology.

Prediction of gestational age using urinary metabolites in term and preterm pregnancies

G. Shaw, J. Stringer, N. Aghaeepour, 2022, Scientific Reports.

Proteomic signatures predict preeclampsia in individual cohorts but not across cohorts – implications for clinical biomarker studies

G. Shaw, N. Aghaeepour, D. Stevenson, 2021, The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians.

A year-long immune profile of the systemic response in acute stroke survivors

Nima Aghaeepour, Maarten G Lansberg, Quentin Baca, 2019, Brain : a journal of neurology.

Public transport: Identifying temporal user behavior through smart card data

M. Trépanier, M. S. Ghaemi, V. Nia, 2015 .

A Machine Learning Approach to Differentiate

J. Heffernan, M. S. Ghaemi, S. Farhang-Sardroodi, 2022 .

Integrated trajectories of the maternal metabolome, proteome, and immunome predict labor onset

G. Shaw, N. Aghaeepour, D. Gaudillière, 2021, Science Translational Medicine.

Long-term durability of immune responses to the BNT162b2 and mRNA-1273 vaccines based on dosage, age and sex

J. Heffernan, M. S. Ghaemi, I. Moyles, 2022, Scientific reports.

Early prediction and longitudinal modeling of preeclampsia from multiomics

S. Quake, G. Shaw, N. Aghaeepour, 2022, Patterns.

Deep single-cell profiling of the systemic immune response to pregnancy Twenty-one pregnant women receiving routine antepartum care at

R. Tibshirani, G. Nolan, G. Shaw, 2017 .

Forestogram: A visualization framework for hierarchical biclustering

Bruno Agard, Mohammad Sajjad Ghaemi, Vahid Partovi Nia, 2017 .

Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions

Trevor Hastie, Robert Tibshirani, Ramin Fallahzadeh, 2020, Nature Machine Intelligence.

Multiomics modeling of the immunome, transcriptome, microbiome, proteome and metabolome adaptations during human pregnancy

Bruno Agard, Robert Tibshirani, Nima Aghaeepour, 2018, Bioinform..

Mathematical Biosciences

J. Heffernan, M. S. Ghaemi, M. Craig, 2023 .

A machine learning approach to differentiate between COVID-19 and influenza infection using synthetic infection and immune response data.

J. Heffernan, M. S. Ghaemi, M. Craig, 2022, Mathematical biosciences and engineering : MBE.

Analysis of Host Immunological Response of Adenovirus-Based COVID-19 Vaccines

J. Heffernan, M. S. Ghaemi, I. Moyles, 2021, medRxiv.

Longitudinal Assessment of SARS-CoV-2-Specific T Cell Cytokine-Producing Responses for 1 Year Reveals Persistence of Multicytokine Proliferative Responses, with Greater Immunity Associated with Disease Severity

A. Gingras, R. Kaul, M. Ostrowski, 2022, bioRxiv.

Machine learning for the prediction of safe and biologically active organophosphorus molecules

M. S. Ghaemi, A. Hu, Hangchen Hu, 2023, Canadian AI.

Mixture of MLP-experts for trend forecasting of time series: A case study of the Tehran stock exchange

Reza Ebrahimpour, Saeed Masoudnia, Mohammad Sajjad Ghaemi, 2011 .

A visual segmentation method for temporal smart card data

Bruno Agard, Mohammad Sajjad Ghaemi, Martin Trépanier, 2017 .

Multiomics Longitudinal Modeling of Preeclamptic Pregnancies

S. Quake, G. Shaw, N. Aghaeepour, 2021 .

Title: Multiomics Longitudinal Modeling of Preeclamptic Pregnancies

S. Quake, G. Shaw, N. Aghaeepour, 2021 .

A mathematical model of protein subunits COVID-19 vaccines

J. Heffernan, M. S. Ghaemi, M. Craig, 2023, Mathematical Biosciences.

A mathematical model of protein subunits COVID-19 vaccines

J. Heffernan, M. S. Ghaemi, M. Craig, 2023, Mathematical Biosciences.

Mathematical Biosciences

J. Heffernan, M. S. Ghaemi, Samaneh Gholami, 2023 .

Mathematical Biosciences

J. Heffernan, M. S. Ghaemi, Samaneh Gholami, 2023 .

Amplifying Pathological Detection in EEG Signaling Pathways through Cross-Dataset Transfer Learning

Md Rifat Arefin, I. Rish, M. S. Ghaemi, 2023, Comput. Biol. Medicine.

Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge

Isaac Tamblyn, M. S. Ghaemi, Karl Grantham, 2022, AI.

Dance of the Neurons: Unraveling Sex from Brain Signals

M. S. Ghaemi, Jocelyn Faubert, Mohammad-Javad Darvishi-Bayazi, 2022 .

CHA2: CHemistry Aware Convex Hull Autoencoder Towards Inverse Molecular Design

M. S. Ghaemi, A. Hu, H. K. Ooi, 2023, KI.