Anagha Deshmane

Degrees:

May 2017 PhD, Biomedical Engineering
Case Western Reserve University (Cleveland, OH, USA)
Dissertation: Partial Volume Quantification Using Magnetic Resonance Fingerprinting

Sept 2009 MEng, Electrical Engineering & Computer Science
Massachusetts Institute of Technology (Cambridge, MA, USA)
Thesis: False Arrhythmia Alarm Suppression Using ECG, ABP, and Photoplethysmogram

June 2008 BS, Electrical Engineering
Massachusetts Institute of Technology (Cambridge, MA, USA)

Fellowships:

2012-2013 Fellow, Whitaker International Fellows & Scholars Program
Host: Dept. Experimental Physics V, Würzburg, Germany

2010-2012 Trainee, NIH T32 Interdisciplinary Biomedical Imaging Training Program
Case Western Reserve University Dept. Biomedical Engineering (Cleveland, OH, USA)

2008-2009 Fellow, Charles Stark Draper Laboratory (Cambridge, MA, USA)

Honors & Awards:

2017 Magna Cum Laude Merit Award, International Society of Magnetic Resonance in Medicine (p.132)
2014 Summa Cum Laude Merit Award, International Society of Magnetic Resonance in Medicine (p. 94)

Key Publications:

• Glang F, Deshmane A, Prokudin S, Martin F, Herz K, Lindig T, Bender B, Scheffler K, Zaiss M. DeepCEST 3T: Robust MRI parameter determination and uncertainty quantification with neural networks – application to CEST imaging of the human brain at 3T. Magnetic Resonance in Medicine; 84(1)450-466; 2020.

• Heule R, Deshmane A, Zaiss M, Herz K, Ehses P, Scheffler K. Structure or Exchange? On the Feasibility of Chemical Exchange Detection with Balanced Steady-State Free Precession in Tissue – An In Vitro Study. NMR in Biomedicine, 33(3):e4200, 2019.

• Breitling J*, Deshmane A*, Goerke S, Korzowski A, Herz K, Ladd ME, Scheffler K, Bachert P, Zaiss M. Adaptive denosing for chemical exchange saturation transfer MR imaging. NMR in Biomedicine, 32(11):e4133; 2019.

• Zaiss M, Deshmane A, Schuppert M, Herz K, Ehses P, Lindig T, Bender B, Ernemann U, Scheffler K. DeepCEST: 9.4T Chemical Exchange Saturation Transfer MRI contrast predicted from 3T data - a proof of concept study. Magnetic Resonance in Medicine, 81(6):3901-3914; 2019.

• Deshmane A, Zaiss M, Lindig T, Herz K, Schuppert M, Gandhi C, Bender B, Ernemann U, Scheffler K. 3D gradient echo snapshot CEST MRI with low power saturation for human studies at 3T. Magnetic Resonance in Medicine, 81(4)2412-2423; 2019.
  

• Deshmane A, Ma D, McGivney D, Jiang Y, Badve C, Gulani V, Seiberlich N, Griswold M. Partial Volume Mapping Using Magnetic Resonance Fingerprinting (PV-MRF). NMR in Biomedicine, 32(5):e4082; 2019.

• Ma D, Jones S, Deshmane A, Sakaie K, Pierre E, McGivney D, Lowe M, Gulani V, Najm I, Griswold M, Wang I. Development of High-resolution 3D MR Fingerprinting for Detection and Characterization of Epileptic Lesions. Journal of Magnetic Resonance Imaging, 49(5):1333-1346; 2019.

• Yu A, Deshmane A, Dastmalchian S, Cohen M, Ma D, Sunshine J, Gulani V, Griswold M, Sloan M, Badve C. In Vivo Tissue Characterization of Focal Nodular Heterotopia using Magnetic Resonance Fingerprinting. Neurographics, 9(2):158-162; 2019.

• McGivney D, Deshmane A, Jiang Y, Ma D, Badve C, Sloan A, Gulani V, Griswold M. Bayesian Estimation of Multicomponent Relaxation Parameters in Magnetic Resonance Fingerprinting. Magnetic Resonance in Medicine 80(1):159-170; 2018.

• Deshmane A, Blaimer M, Breuer F, Jakob P, Duerk J, Seiberlich N, Griswold M.  Self-calibrated Trajectory Estimation and Signal Correction Method for Robust Radial Imaging Using GRAPPA Operator Gridding (GROG).  Magnetic Resonance in Medicine, 75(2):883-896; 2016.

• Deshmane A, Gulani V, Griswold MA, Seiberlich N. Parallel MR Imaging. Journal of Magnetic Resonance Imaging, 36(1):55-72; 2012.

Conference Participation Highlights:

• Glang F, Deshmane A, Prokudin S, Martin F, Herz K, Lindig T, Bender B, Scheffler K, Zaiss M. DeepCEST 3T: Robust neural network prediction of 3T CEST MRI parameters including uncertainty quantification. In Proceedings of the 28th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Montreal, Canada, 2020. p. 509. PowerPitch

• Breitling J, Deshmane A, Goerke S, Herz K, Ladd ME, Scheffler K, Bacher P, Zaiss M. Denoising of Z-spectra for stable CEST MRI using principal component analysis. In Proceedings of the 27th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Montreal, Canada, 2019. p. 143. PowerPitch

• Deshmane A, Zaiss M, Schuppert M, Herz K, Scheffler K. Model-free generation of CEST contrast using principal components of Z-spectra at 3 T. In Proceedings of the 27th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Montreal, Canada, 2019. p. 5003. Poster

• Deshmane A, Zaiss M, Herz K, Bender B, Lindig T, Scheffler K. Machine Learning accelerates and stabilizes selective CEST fitting at 3T. In Proceedings of the 27th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Montreal, Canada, 2019. p. 5002. Poster

• Herz K, Lindig T, Deshmane A, Bender B, Golay X, Ernemann U, Scheffler K, Zaiss M. GLINT: GlucoCEST in neoplastic tumors at 3 T – preliminary application in glioma patients using optimized preparation, imaging, and post-processing. In Proceedings of the 27th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Montreal, Canada, 2019. p. 857. Oral.

• Ma D, Wang I, Najm I, Deshmane A, McGivney D, Sakaie K, Lowe M, Gulani V, Griswold M, Jones S. Using 3D high-resolution MR Fingerprinting (MRF) to assist detection and characterization of epileptic lesions. In Proceedings of the 26th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Paris, France, 2018. p. 315. Oral (Power Pitch).

• Zaiss M, Deshmane A, Herz K, Braun M, Bender B, Lindig T, Scheffler K. Deep CEST MRI – 9.4T spectral super-resolution from 3T CEST MRI data. In Proceedings of the 26th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Paris, France, 2018. p. 414. Oral.

• Schuppert M, Herz K, Deshmane A, Zaiss M. Novel contrasts at +2.7ppm, +1.2ppm, and -1.7ppm investigated in vivo with high spectral resolution CEST MRI in the human brain at 9.4T. In Proceedings of the 26th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Paris, France, 2018. p. 558. Oral (Power Pitch).

• Zaiss M, Bause J, Deshmane A, Herz K, Scheffler K. 3D CEST MRI of human brain at 9.4T reveals vessel correlation of the effect at -1.7ppm. In Proceedings of the 26th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Paris, France, 2018. p. 2224. Poster.

• Deshmane A, Zaiss M, Bender B, Lindig T, Windschuh J, Herz K, Scheffler K. Low power Z-spectrum analysis for isolated NOE and amide CEST-MRI at 3T with comparison to 9.4T. In Proceedings of the 26th Annual Meeting of the International Society of Magnetic Resonance in Medicine, Paris, France, 2018. p. 2249. Poster.

• Deshmane A, McGivney D, Badve C, Gulani V, Griswold M.  Dictionary approach to partial volume estimation with MR Fingerprinting: Validation and application to brain tumor segmentation. In Proceedings of the 25th Annual Meeting of International Society of Magnetic Resonance in Medicine, Honolulu, HI, USA, 2017. p 132.  Oral (Power Pitch)

• Deshmane A, McGivney D, Jiang Y, Ma D, Griswold M. Proton Density Mapping and Receiver Bias Correction for Absolute Quantification with MR Fingerprinting. In Proceedings of the 25th Annual Meeting of International Society of Magnetic Resonance in Medicine, Honolulu, HI, USA, 2017. p 1614. Poster.

• McGivney D, Deshmane A, Jiang Y, Ma D, Griswold M. Analyzing the Bayesian Approach to Partial Volume in MRF. In Proceedings of the 25th Annual Meeting of International Society of Magnetic Resonance in Medicine, Honolulu, HI, USA, 2017. p 1611. Poster.

• McGivney D, Deshmane A, Badve C, Ma D, Gulani V, Griswold M. Exploring Subvoxel Structures in Brain Tumors using Magnetic Resonance Fingerprinting. In Proceedings of the 25th Annual Meeting of International Society of Magnetic Resonance in Medicine, Honolulu, HI, USA, 2017. p 4696. ePoster.