Tommy Mullaney

Sema4 (United States) — United States

Computer Science · Physical Sciences

6h-index431citations32works0.02yr avg
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Research Topics

Online Learning and Analytics(10), Lung Cancer Treatments and Mutations(4), Cancer Immunotherapy and Biomarkers(3), Cancer Genomics and Diagnostics(3), Online and Blended Learning(2)

Publications32 total

Management of de novo metastatic hormone-sensitive prostate cancer: A comprehensive report of a single-center experience
PLoS ONE·2022· 1 citedOpen Access
Phenotypic and endotypic features of COPD associated with lung cancer development.
Journal of Clinical Oncology·2022· 1 cited
Docetaxel vs. Novel Hormonal Agent for Upfront Management of De Novo Metastatic Hormone-Sensitive Prostate Cancer: A Comprehensive Report of a Single-Center Experience
Research Square (Research Square)·2021Open Access
Analyzing treatment patterns and time to the next treatment in chronic lymphocytic leukemia real-world data using automated temporal phenotyping.
Journal of Clinical Oncology·2021· 1 cited
Extracting longitudinal anticancer treatments at scale using deep natural language processing and temporal reasoning.
Journal of Clinical Oncology·2021· 1 cited
Phenotyping of clinical trial eligibility text from cancer studies into computable criteria in electronic health records.
Journal of Clinical Oncology·2021
Analysis of Real-World Data to Investigate the Impact of Race and Ethnicity on Response to Programmed Cell Death-1 and Programmed Cell Death-Ligand 1 Inhibitors in Advanced Non-Small Cell Lung Cancers
The Oncologist·2021· 37 citedOpen Access
P35.09 Oncogenetic Differences in Never-Smokers versus Smokers with NSCLC Adenocarcinoma Treated at the Mt Sinai Tisch Cancer Institute
Journal of Thoracic Oncology·2021Open Access
Automated abstraction of real-world clinical outcome in lung cancer: A natural language processing and artificial intelligence approach from electronic health records.
Journal of Clinical Oncology·2020
Using real-world data to investigate time-dependent blood count response to PD-1 and PD-L1 inhibitors and its impact on survival in advanced non-small cell lung cancers.
Journal of Clinical Oncology·2020
Analysis of real-world data (RWD) on treatment (tx) sequencing in patients with advanced non-small cell lung cancer (aNSCLC).
Journal of Clinical Oncology·2019
Investigating racial differences in treatment responses through analysis of real-world data (RWD).
Journal of Clinical Oncology·2019
A systematic analysis of off-label drug use in real-world data (RWD) across more than 145,000 cancer patients.
Journal of Clinical Oncology·2019· 5 cited
Staggered Versus All-At-Once Content Release in Massive Open Online Courses
2015· 15 cited
14.73x The Challenges of Global Poverty MITx on edX Course Report - 2013 Spring
SSRN Electronic Journal·2014Open Access
Characterizing Video Use in the Catalogue of MITx MOOCs
E-learning papers·2014· 34 cited
7.00x Introduction to Biology: The Secret of Life MITx on EdX Course Report - 2013 Spring
SSRN Electronic Journal·2014· 2 citedOpen Access
3.091x Introduction to Solid-State Chemistry MITx on edX Course Report - 2013 Spring
SSRN Electronic Journal·2014Open Access
3.091x Introduction to Solid-State Chemistry MITx on edX Course Report - 2012 Fall
SSRN Electronic Journal·2014Open Access
HarvardX and MITx: The First Year of Open Online Courses, Fall 2012-Summer 2013
SSRN Electronic Journal·2014· 290 citedOpen Access
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Frequent Co-authors

Justin Reich(18), Sergiy Nesterko(16), Daniel Seaton(16), Isaac L. Chuang(16), Andrew Ho(15), Jim Waldo(15), Eric E. Schadt(13), Tony Prentice(11), Zongzhi Liu(9), Arielle Redfern(8), William Oh(8), Rong Chen(8), Kyeryoung Lee(7), Meng Ma(7), Whitney Jappe(6), Kristin L. Ayers(5), Michelle Zimmerman(5), Scott Newman(5), Xiang Zhou(4), Howard Goldsweig(4)