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Wendy Castillo on Muck Rack

Wendy Castillo

Verified
Los Angeles
As seen in: Estrella TV, Wiley Online Library, SAGE Publishing, EdSurge, Healio, Value in Health Journal
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Articles

RWD91 CARDIOVASCULAR RISK STRATIFICATION USING UNSUPERVISED MACHINE LEARNING IN BREAST CANCER PATIENTS, INITIATING ANTHRACYCLINE-BASED TREATMENTS

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By Susan dosReis, Manu Mysore, Wendy Castillo Verified, Mathangi Gopalakrishnan, Eberechukwu Onukwugha, Wendy Camelo Castillo
| Value in Health Journal Verified
Approximately 39% of women with breast cancer have concurrent cardiovascular risk factors (CVRF) before anthracycline-based treatment (ABT). Concurrent CVRF may have a synergistic effect on anthracycline-induced cardiotoxicity (AIC) after ABT initiation. We explored whether unsupervised machine learning could identify latent subgroups defined by distinct CVRF profiles and assessed their association with AIC-related outcomes.
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Antihypertensive Past Adherence Trajectories and Risk of Cardiotoxicity Among Adults Initiating Anthracycline Treatment

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By Udim Damachi, Eberechukwu Onukwugha, Manu Mysore, Wendy Castillo Verified
| Wiley Online Library Verified
1 Introduction About 32% of breast and more than half of lymphoma cancer patients are treated with anthracycline, where 10%–16% will experience anthracycline-induced cardiotoxicity (AIC) even years after cessation of therapy [1-4]. AIC refers to cardiac cell damage caused by exposure to anthracyclines, which can interrupt effective cancer treatment and reduce overall survival [5].
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Missing Care, Missing Class: Analyzing the Overlooked Relationship Between Unmet Healthcare Needs and Absenteeism

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By Wendy Castillo Verified
| Wiley Online Library Verified
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