Ali Bilgin

Journals/Publications

• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2019). Radial streak artifact reduction using phased array beamforming. Magnetic resonance in medicine.
• Chen, N., Chang, H., Bilgin, A., Bernstein, A., & Trouard, T. P. (2018). A diffusion-matched principal component analysis (DM-PCA) based two-channel denoising procedure for high-resolution diffusion-weighted MRI. PLOS ONE, 13(4).
• Keerthivasan, M. B., Mandava, S., Johnson, K., Avery, R., Janardhanan, R., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018). A multi-band double-inversion radial fast spin-echo technique for T2 cardiovascular magnetic resonance mapping of the heart. JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 20.
• Keerthivasan, M. B., Winegar, B., Becker, J. L., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018). Clinical Utility of a Novel Ultrafast T2-Weighted Sequence for Spine Imaging. AJNR. American journal of neuroradiology, 39(8), 1568-1575.
• Li, Z., Bilgin, A., Johnson, K., Galons, J. P., Vedantham, S., Martin, D. R., & Altbach, M. I. (2019). Rapid high-resolution T mapping using a highly accelerated radial steady-state free-precession technique. Journal of magnetic resonance imaging : JMRI, 49(1), 239-252.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2018). Compressive detection of direct sequence spread spectrum signals. ELECTRONICS LETTERS, 54(24), 1379-1380.
• Mandava, S., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018). Accelerated MR parameter mapping with a union of local subspaces constraint. Magnetic resonance in medicine, 80(6), 2744-2758.
• Niazi, M. K., Lin, Y., Liu, F., Ashok, A., Marcellin, M. W., Tozbikian, G., Gurcan, M. N., & Bilgin, A. (2018). Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artificial intelligence in medicine.
• Liu, F., Hernandez-Cabronero, M., Sanchez, V., Marcellin, M. W., & Bilgin, A. (2017). The Current Role of Image Compression Standards in Medical Imaging. Information, 8(4).
• Pandey, A., Yoruk, U., Keerthivasan, M., Galons, J., Sharma, P., Johnson, K., Martin, D. R., Altbach, M. I., Bilgin, A., & Saranathan, M. (2017). Multiresolution Imaging using Golden Angle Stack-of-stars and Compressed Sensing for Dynamic {MR} Urography. Journal Magnetic Resonance Imaging, 46(1), 303-311.
• Berman, B. P., Pandey, A., Li, Z., Jeffries, L., Trouard, T., Oliva, I., Cortopassi, F., Martin, D. R., Altbach, M. I., & Bilgin, A. (2016). Volumetric {MRI} of the Lungs during Forced Expiration. Magnetic Resonance in Medicine, 75(6), 2295-2302.
• Brand, J. F., Furenlid, L. R., Altbach, M. I., Galons, J. P., Bhattacharyya, A., Sharma, P., Bhattacharyya, T., Bilgin, A., & Martin, D. R. (2016). Task-based Optimization of Flip Angle for Texture Analysis in {MRI}. Journal of Medical Imaging, 3(3), 035502.
• Liu, F., Goodman, N. A., Marcellin, M. W., & Bilgin, A. (2016). Compressive Sampling for Detection of Frequency-Hopping Spread Spectrum Signals. IEEE Transactions on Signal Processing, 64(21), 5513-5524.
• Liu, F., Marcellin, M. W., Goodman, N. A., & Bilgin, A. (2016). Compressive sampling for detection of frequency-hopping spread spectrum signals. Signal Processsing, IEEE Transactions on, 64(21), 5513-5524.
• Oh, H., Bilgin, A., & Marcellin, M. (2016). Visually Lossless {JPEG2000} for Remote Image Browsing. Information, 7(3).

Proceedings Publications

• Ahanonu, E. L., Bilgin, A., & Marcellin, M. W. (2018, March). Lossless image compression using reversible integer wavelet transforms and convolutional neural networks. In Data Compression Conference.
• Altbach, M. I., Mandava, S., Johnson, K., Li, Z., Keerthivasan, M. B., Becker, J., Bilgin, A., & Weinkauf, C. C. (2018, June). Rapid Carotid Artery T2 and T1 Mapping Using a Radial TSE and IR-FLASH Approach. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Chen, N., Chang, H. C., Bilgin, A., Bernstein, A., & Trouard, T. P. (2018, June). A diffusion-matched principal component analysis (DM-PCA) based denoising procedure for high-resolution diffusion-weighted MRI. In Joint International Society for Magnetic Resonance in Medicine & The European Society for Magnetic Resonance in Medicine and Biology (ISMRM-ESMRMB) Annual Meeting.
• Fu, Z., Mandava, S., Keerthivasan, M. B., Li, Z., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, October). MR Parameter Mapping Using Sequential Multi-Contrast Acquisitions & Multi-Input Multi-Scale ResNet. In ISMRM Workshop on Machine Learning Part II.
• Fu, Z., Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). A Multi-Scale Deep ResNet for MR Parameter Mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Blew, D., Galons, J., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018, June). Characterization of Abdominal Neoplasms using a Fast T2 Mapping Radial TSE Technique. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Johnson, K., Saranathan, M., Weinkauf, C. C., Martin, D. R., Bilgin, A., & Altbach, M. I. (2018, June). An Optimized 3D Stack-of-Stars TSE Pulse Sequence for Simultaneous T2-weighted Imaging and T2 Mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Winegar, B., Udayasankar, U., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018, June). An Optimized Single-shot Sequence for Fast T2W Imaging of the Brain. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Keerthivasan, M. B., Winegar, B., Udayasankar, U., Bilgin, A., Altbach, M. I., & Saranathan, M. (2018, June). An optimized single-shot sequence for fast T2w imaging of the brain. In ISMRM annual meeting.
• Li, Z., Bilgin, A., Johnson, K., Arif Tiwari, H., Martin, D. R., & Altbach, M. I. (2018, June). High-resolution 3D T1 mapping of the prostate with an efficient inversion-recovery radial FLASH. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Li, Z., Bilgin, A., Johnson, K., Galons, J., Saranathan, M., Martin, D. R., & Altbach, M. I. (2018, June). Rapid multi-slice abdominal T1 mapping with IR-radSSFP. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.
• Lin, Y., Marcellin, M. W., Bilgin, A., & Ashok, A. (2018, March). Task-based JPEG2000 image compression: An information-theoretic approach. In Data Compression Conference.
• Liu, F., Lin, Y., Hernandez-Cabronero, M., Ahanonu, E., Marcellin, M. W., Ashok, A., & Bilgin, A. (2018, March). A visual discrimination model for JPEG2000 compression. In Data Compression Conference.
• Mandava, S., Ashok, A., & Bilgin, A. (2018, April). Deep learning based Sparse View X-ray CT Reconstruction for Checked Baggage Screening. In SPIE Defense + Security, Anomaly Detection and Imaging with X-Rays (ADIX) |II.
• Mandava, S., Keerthivasan, M. B., Martin, D. R., Altbach, M. I., & Bilgin, A. (2018, June). Higher-order subspace denoising for improved multi-contrast imaging and parameter mapping. In 2018 Meeting of the International Society for Magnetic Resonance in Medicine.

Others

• Marcellin, M. W., Bilgin, A., Lalgudi, H. G., & Nadar, M. S. (2012). Lifting-based view compensated compression and remote visualization of volume rendered images.
• Bilgin, A., Kim, Y., Nadar, M. S., & Sundaresan, R. (2011). SYSTEM AND METHOD FOR MOTION-COMPENSATED COMPRESSED SENSING FOR DYNAMIC IMAGING.
• Marcellin, M. W., Bilgin, A., Lalgudi, H. G., & others, . (2011). Methods and systems for remotely visualizing images.
• Bilgin, A., Kim, Y., & Nadar, M. S. (2010). Method for Exploiting Structure in Sparse Domain for Magnetic Resonance Image Reconstruction.
• Bilgin, A., Kim, Y., & Nadar, M. S. (2010). Method for reconstruction of magnetic resonance images.
• Marcellin, M. W., & Bilgin, A. (2010). Digital intermediate (DI) processing and distribution with scalable compression in the post-production of motion pictures.
• Marcellin, M. W., & Bilgin, A. (2010). Rate control of scalably coded images.
• Marcellin, M. W., Bilgin, A., Wu, Z., & others, . (2009). Methods for decoding corrupt JPEG2000 codestreams.
• Marcellun, M., & Bilgin, A. (2008). RATE CONTROL OF SCALABLY CODED IMAGES.
• Mercellin, M., & Bilgin, A. (2007). DIGITAL INTERMEDIATE (DI) PROCESSING AND DISTRIBUTION WITH SCALABLE COMPRESSION IN THE POST-PRODUCTION OF MOTION PICTURES.
• MERCELLIN, M., & BILGIN, A. (2006). DIGITAL INTERMEDIATE (DI) PROCESSING AND DISTRIBUTION WITH SCALABLE COMPRESSION IN THE POST-PRODUCTION OF MOTION PICTURES.
• Marcellin, M. W., & Bilgin, A. (2006). Digital intermediate (DI) processing and distribution with scalable compression in the post-production of motion pictures.
• MARCELLIN, M., BILGIN, A., WU, Z., & others, . (2004). METHODS FOR DECODING CORRUPT JPEG2000 CODESTREAMS.
• Bilgin, A. (2003). A simulation model of indoor environments for ultrasonic sensors.
• Bilgin, A. (1995). Image Processing and Compression for Intelligent Vehicle Highway Systems.