Sajan Goud Lingala

University of Iowa — United States

Medicine · Health Sciences

19h-index1.9kcitations84works0.42yr avg
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Research Topics

Advanced MRI Techniques and Applications(61), Medical Imaging Techniques and Applications(26), Sparse and Compressive Sensing Techniques(21), Advanced Neuroimaging Techniques and Applications(18), Voice and Speech Disorders(15)

Publications84 total

Fully Generalizable Few Shot Alternating Gradient Descent and Minimization for Real-Time Dynamic MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Sensitivity analysis of self-supervised variational manifold learning based accelerated dynamic upper-airway collapse MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
A comparative study on state-of-the-art deep learning based vocal tract segmentation methods in volumetric sustained speech MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2025
Generalizable Real-time Accelerated Dynamic MRI
2025
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks
Journal of Voice·2025· 3 citedOpen Access
Low Latency and Generalizable Dynamic MRI via L+S Alternating GD and Minimization
arXiv (Cornell University)·2025Open Access
Self-supervised variational manifold learning: application to dynamic MRI of airway collapse in obstructive sleep apnea.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Characterizing laryngeal dynamics during voicing and breathing with real-time multi-slice variational manifold learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Towards quantitative characterization of airway collapse in obstructive sleep apnea
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Accelerated 3D dynamic upper-airway MRI in naturally sleeping obstructive sleep apnea patients.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Synthesizing speech through a tube talker model informed by dynamic MRI-derived vocal tract area functions
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024· 1 cited
Volumetric vocal tract segmentation using a deep transfer learning 3D U-Net model
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2024
Task-based assessment for neural networks: evaluating undersampled MRI reconstructions based on human observer signal detection
Journal of Medical Imaging·2024· 1 citedOpen Access
Prospectively accelerated dynamic speech magnetic resonance imaging at 3 T using a self‐navigated spiral‐based manifold regularized scheme
NMR in Biomedicine·2024Open Access
Evaluation of Multicoil SENSE Reconstruction of Undersampled Data using a Human Observer Model of Signal Detection
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Joint recovery of time aligned multi-slice dynamic speech MR images from under-sampled data using a deep generative manifold model
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Protocol adaptive Stacked transfer learning (STL) U-NET with small dataset training for soft tissue segmentation in dynamic speech MRI
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Accelerated volumetric vocal tract MRI using model based deep learning
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Evaluation of Neural Network Reconstruction of Undersampled Data using a Human Observer Model of Signal Detection
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition·2023
Automatic Multiple Articulator Segmentation in Dynamic Speech MRI Using a Protocol Adaptive Stacked Transfer Learning U-NET Model
Bioengineering·2023· 5 citedOpen Access
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Frequent Co-authors

Mathews Jacob(19), Krishna S. Nayak(18), Yinghua Zhu(9), Shrikanth Narayanan(9), Edward DiBella(7), Asterios Toutios(6), Yongwan Lim(6), Yi Guo(5), Angel R. Pineda(5), David I. Meyer(5), Subin Erattakulangara(4), Rushdi Zahid Rusho(4), Alexandra G. O’Neill(4), Sampada Bhave(3), Meng Law(3), R. Marc Lebel(3), Johannes Töger(3), Wahidul Alam(3), Yue Hu(2), Yoon‐Chul Kim(2)