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Sandeep Chandra Bollepalli
Sandeep Chandra Bollepalli
Research Assistant Professor
Verified email at pitt.edu
Title
Cited by
Cited by
Year
Robust heartbeat detection from multimodal data via CNN-based generalizable information fusion
BS Chandra, CS Sastry, S Jana
IEEE Transactions on Biomedical Engineering 66 (3), 710-717, 2018
932018
Machine learning versus conventional clinical methods in guiding management of heart failure patients—a systematic review
G Bazoukis, S Stavrakis, J Zhou, SC Bollepalli, G Tse, Q Zhang, JP Singh, ...
Heart failure reviews 26, 23-34, 2021
722021
Atrial fibrillation detection using convolutional neural networks
BS Chandra, CS Sastry, S Jana, S Patidar
2017 Computing in cardiology (CINC), 1-4, 2017
492017
Real‐time arrhythmia detection using hybrid convolutional neural networks
SC Bollepalli, RK Sevakula, WTM Au‐Yeung, MB Kassab, FM Merchant, ...
Journal of the American Heart Association 10 (23), e023222, 2021
162021
Reliable resource-constrained telecardiology via compressive detection of anomalous ECG signals
BS Chandra, CS Sastry, S Jana
Computers in biology and medicine 66, 144-153, 2015
142015
Application of artificial intelligence in the diagnosis of sleep apnea
G Bazoukis, SC Bollepalli, CT Chung, X Li, G Tse, BL Bartley, ...
Journal of Clinical Sleep Medicine 19 (7), 1337-1363, 2023
102023
An optimized machine learning model accurately predicts in-hospital outcomes at admission to a cardiac unit
SC Bollepalli, AK Sahani, N Aslam, B Mohan, K Kulkarni, A Goyal, ...
Diagnostics 12 (2), 241, 2022
92022
A comparison of statistical machine learning methods in heartbeat detection and classification
T Basil, BS Chandra, C Lakshminarayan
Big Data Analytics: First International Conference, BDA 2012, New Delhi …, 2012
92012
Dictionary-based monitoring of premature ventricular contractions: An ultra-low-cost point-of-care service
SC Bollepalli, SS Challa, L Anumandla, S Jana
Artificial intelligence in medicine 87, 91-104, 2018
62018
Telecardiology: Hurst exponent based anomaly detection in compressively sampled ECG signals
BS Chandra, CS Sastry, S Jana
2013 IEEE 15th International Conference on e-Health Networking, Applications …, 2013
62013
Applying large language model artificial intelligence for retina international classification of diseases (ICD) coding
J Ong, N Kedia, S Harihar, SC Vupparaboina, SR Singh, R Venkatesh, ...
Journal of Medical Artificial Intelligence 6, 2023
52023
Subject-specific detection of ventricular tachycardia using convolutional neural networks
BS Chandra, CS Sastry, S Jana
2016 Computing in Cardiology Conference (CinC), 53-56, 2016
42016
Choroid layer segmentation using OCT B-scans: An image translation approach based on Pix2Pix generative adversarial networks
KK Vupparaboina, SC Bollepalli, SR Manne, J Sahel, J Chhablani
Investigative Ophthalmology & Visual Science 64 (8), 1123-1123, 2023
32023
Towards Next-Generation Cardiac Care in Resource-Constrained and High-Risk Scenarios
BS Chandra, S Jana
Indian institute of technology Hyderabad, 2019
22019
PTSD increases risk for major adverse cardiovascular events through neural and cardio-inflammatory pathways
AV Seligowski, SS Grewal, S Abohashem, H Zureigat, I Qamar, ...
Brain, Behavior, and Immunity 117, 149-154, 2024
12024
Radiomics-based prediction of anti-VEGF treatment response in neovascular age-related macular degeneration with pigment epithelial detachment
RC Williamson, A Selvam, V Sant, M Patel, SC Bollepalli, ...
Translational Vision Science & Technology 12 (10), 3-3, 2023
12023
Reducing False Alarms in Intensive Care Units: A Generalizable Approach Based on Convolutional Neural Networks
SC Bollepalli, S Joseph, S Jana
Circulation: Cardiovascular Quality and Outcomes 13 (Suppl_1), A109-A109, 2020
12020
Reliable low-cost telecardiology: High-sensitivity detection of ventricular beats using dictionaries
BS Chandra, CS Sastry, S Jana
2014 IEEE 16th International Conference on e-Health Networking, Applications …, 2014
12014
GAN-based OCT Image Quality Enhancement: Mapping from Low Quality Cirrus OCT to High Quality EDI OCT
DS Ujjwal, KK Vupparaboina, MN Ibrahim, AR Mohammed, SV Kurakula, ...
2023 IEEE 20th India Council International Conference (INDICON), 1277-1281, 2023
2023
Protecting Privacy while Improving Choroid Layer Segmentation in OCT Images: A GAN-based Image Synthesis Approach
KK Vupparaboina, SC Bollepalli, MN Ibrahim, A Selvam, SV Kurakula, ...
Available at SSRN 4705376, 2023
2023
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