Prasanth Ganesan

21 papers A 1B 1Misc 1Journal 4Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Reducing diverse sources of noise in ventricular electrical signals using variational autoencoders. Expert Syst. Appl. Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Brototo Deb, Ruibin Feng, Prasanth Ganesan, Kelly A. Brennan, Albert J. Rogers, Maarten Z. Kolk, Fleur V. Y. Tjong, Sanjiv M. Narayan, Julia E. Vogt
2025	J	`jnl`	A Denoising VAE for Intracardiac Time Series in Ischemic Cardiomyopathy. CoRR Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Ruibin Feng, Prasanth Ganesan, Brototo Deb, Kelly A. Brennan, Maxime Pedron, Albert J. Rogers, Maarten Z. Kolk, Fleur V. Y. Tjong, Sanjiv M. Narayan, Julia E. Vogt
2024	—	`conf`	Can Generative AI Learn Physiological Waveform Morphologies? A Study on Denoising Intracardiac Signals in Ischemic Cardiomyopathy. EMBC Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Ruibin Feng, Prasanth Ganesan, Brototo Deb, Kelly A. Brennan, Maarten Z. Kolk, Fleur V. Y. Tjong, Albert J. Rogers, Sanjiv M. Narayan, Julia E. Vogt
2023	—	`conf`	Defining the Predictive Ceiling of Electrogram Features Alone for Predicting Outcomes From Atrial Fibrillation Ablation. CinC Maxime Pedron, Prasanth Ganesan, Ruibin Feng, Brototo Deb, Hui Chang, Samuel Ruipérez-Campillo, Sulaiman Somani, Yaanik Desai, Albert J. Rogers, Paul Clopton, Sanjiv M. Narayan
2022	J	`jnl`	Atrial fibrillation signatures on intracardiac electrograms identified by deep learning. Comput. Biol. Medicine Miguel Rodrigo, Mahmood I. Alhusseini, Albert J. Rogers, Chayakrit Krittanawong, Sumiran Thakur, Ruibin Feng, Prasanth Ganesan, Sanjiv M. Narayan
2022	—	`conf`	Deep Learning for Ventricular Arrhythmia Prediction Using Fibrosis Segmentations on Cardiac MRI Data. CinC Florence E. van Lieshout, Roel C. Klein, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2022	—	`conf`	Weakly-Supervised Deep Learning for Left Ventricle Fibrosis Segmentation in Cardiac MRI Using Image-Level Labels. CinC Roel C. Klein, Florence E. van Lieshout, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2021	—	`conf`	Deep Neural Network Trained on Surface ECG Improves Diagnostic Accuracy of Prior Myocardial Infarction Over Q Wave Analysis. CinC Özal Yildirim, Ulas Baran Baloglu, Muhammed Talo, Prasanth Ganesan, Jagteshwar S. Tung, Guson Kang, James E. Tooley, Mahmood I. Alhusseini, Tina Baykaner, Paul J. Wang, Marco V. Perez, Larisa Tereshchenko, Sanjiv M. Narayan, Albert J. Rogers
2021	J	`jnl`	Does deep learning model calibration improve performance in class-imbalanced medical image classification? CoRR Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer K. Antani
2019	—	`conf`	Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs. EMBC Prasanth Ganesan, Sivaramakrishnan Rajaraman, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani
2019	—	`—`	Development of an Algorithm to Guide a Multi-pole Diagnostic Catheter for identifying the Location of atrial fibrillation Sources. Prasanth Ganesan
2019	—	`conf`	Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. EMBC Prasanth Ganesan, Zhiyun Xue, Sanjana Singh, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani
2018	—	`conf`	Developing an Iterative Tracking Algorithm to Guide a Catheter Towards Atrial Fibrillation Rotor Sources in Simulated Fibrotic Tissue. CinC Prasanth Ganesan, Hussein Zilouchian, Elizabeth Cherry, Arkady M. Pertsov, Behnaz Ghoraani
2017	B	`conf`	Simulation of Spiral Waves and Point Sources in Atrial Fibrillation with Application to Rotor Localization. CBMS Prasanth Ganesan, Kristina E. Shillieto, Behnaz Ghoraani
2016	—	`conf`	A novel catheter-guidance algorithm for localization of atrial fibrillation rotor and focal sources. EMBC Anthony J. Salmin, Prasanth Ganesan, Kristina E. Shillieto, Elizabeth M. Cherry, David T. Huang, Arkady M. Pertsov, Behnaz Ghoraani
2016	—	`conf`	Catheter simulator software tool to generate electrograms of any multi-polar diagnostic catheter from 3D atrial tissue. EMBC Kristina E. Shillieto, Prasanth Ganesan, Anthony J. Salmin, Elizabeth M. Cherry, Arkady M. Pertsov, Behnaz Ghoraani
2016	—	`conf`	Development of a novel probabilistic algorithm for localization of rotors during atrial fibrillation. EMBC Prasanth Ganesan, Anthony J. Salmin, Elizabeth M. Cherry, Behnaz Ghoraani
2004	A	`conf`	Enhancing the AvrX Kernel with Efficient Secure Communication Using Software Thread Integration. IEEE Real-Time and Embedded Technology and Applications Symposium Prasanth Ganesan, Alexander G. Dean
2003	—	`conf`	Analyzing and modeling encryption overhead for sensor network nodes. WSNA Prasanth Ganesan, Ramnath Venugopalan, Pushkin Peddabachagari, Alexander G. Dean, Frank Mueller, Mihail L. Sichitiu
2003	Misc	`conf`	Encryption overhead in embedded systems and sensor network nodes: modeling and analysis. CASES Ramnath Venugopalan, Prasanth Ganesan, Pushkin Peddabachagari, Alexander G. Dean, Frank Mueller, Mihail L. Sichitiu
2002	—	`conf`	Pair Programming: Addressing Key Process Areas of the People-CMM. XP/Agile Universe Gopal Srinivasa, Prasanth Ganesan