User profiles for Sreekar Mantena

Sreekar Mantena

Trainee, Harvard-MIT MD/PhD Program
Verified email at hms.harvard.edu
Cited by 442

Surfactant administration in preterm infants: drug development opportunities

…, W Jackson, CP Hornik, A Koss, S Mantena… - The Journal of …, 2019 - Elsevier
Objective To evaluate how frequently surfactant is used off-label in preterm infants. Study
design We conducted a retrospective cohort analysis of prospectively collected administrative …

[HTML][HTML] Screening of Parkinson's disease using geometric features extracted from spiral drawings

…, S Marzouk, S Bose, A Chen, A Bhaskar, S Mantena… - Brain Sciences, 2021 - mdpi.com
Conventional means of Parkinson’s Disease (PD) screening rely on qualitative tests typically
administered by trained neurologists. Tablet technologies that enable data collection …

Re-examining the race to send ventilators to low-resource settings

S Mantena, K Rogo, TF Burke - Respiratory Care, 2020 - rc.rcjournal.com
COVID-19 is devastating health systems globally and causing severe ventilator shortages.
Since the beginning of the outbreak, the provision and use of ventilators has been a key focus …

[HTML][HTML] A systematic review of federated learning applications for biomedical data

…, AR Arévalo, BD Lam, S Mantena… - PLOS Digital …, 2022 - journals.plos.org
Objectives Federated learning (FL) allows multiple institutions to collaboratively develop a
machine learning algorithm without sharing their data. Organizations instead share model …

[HTML][HTML] Multiplexed CRISPR-based microfluidic platform for clinical testing of respiratory viruses and identification of SARS-CoV-2 variants

…, J Weller, ME Mirhashemi, TG Nguyen, S Mantena… - Nature Medicine, 2022 - nature.com
The coronavirus disease 2019 (COVID-19) pandemic has demonstrated a clear need for
high-throughput, multiplexed and sensitive assays for detecting severe acute respiratory …

[HTML][HTML] Simplified Cas13-based assays for the fast identification of SARS-CoV-2 and its variants

…, NL Welch, PP Pillai, S Mantena… - Nature biomedical …, 2022 - nature.com
The widespread transmission and evolution of severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2) call for rapid nucleic acid diagnostics that are easy to use outside of …

[HTML][HTML] Designing sensitive viral diagnostics with machine learning

…, PP Pillai, NJ Haradhvala, L Rumker, S Mantena… - Nature …, 2022 - nature.com
Abstract Design of nucleic acid-based viral diagnostics typically follows heuristic rules and,
to contend with viral variation, focuses on a genome’s conserved regions. A design process …

Geographical variation in mobile phone ownership and SMS literacy among women (age 15–49) in India: a cross-sectional analysis based on National Family Health …

R Venkataramanan, A Kumar, S Mantena… - Technology in …, 2021 - Elsevier
In India, studies on mobile phone ownership and digital literacy have focused on the gender
dimension, perspectives of women and men towards mobile phone use, and socio-…

[HTML][HTML] Strengthening healthcare delivery with remote patient monitoring in the time of COVID-19

S Mantena, S Keshavjee - BMJ Health & Care Informatics, 2021 - ncbi.nlm.nih.gov
The COVID-19 pandemic has caused unprecedented morbidity and mortality, overwhelming
healthcare systems around the world. To prevent the spread of the virus, hospitals have had …

Optimized risk score to predict mortality in patients with cardiogenic shock in the cardiac intensive care unit

E Yamga, S Mantena, D Rosen… - Journal of the …, 2023 - Am Heart Assoc
Background Mortality prediction in critically ill patients with cardiogenic shock can guide
triage and selection of potentially high‐risk treatment options. Methods and Results We …