Elias R. Melhem

13 papers B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Motion Correction for Brain MRI Using Deep Learning and a Novel Hybrid Loss Function. Algorithms Lei Zhang, Xiaoke Wang, Michael G. Rawson, Radu V. Balan, Edward H. Herskovits, Elias R. Melhem, Linda Chang, Ze Wang, Thomas Ernst
2024	B	`conf`	Reducing Motion Artifacts in Brain MRI Using Vision Transformers and Self-Supervised Learning. ICIP Lei Zhang, Xiaoke Wang, Edward H. Herskovits, Elias R. Melhem, Linda Chang, Ze Wang, Thomas Ernst
2022	J	`jnl`	Motion correction in MRI using deep learning and a novel hybrid loss function. CoRR Lei Zhang, Xiaoke Wang, Michael G. Rawson, Radu Balan, Edward H. Herskovits, Elias R. Melhem, Linda Chang, Ze Wang, Thomas Ernst
2012	J	`jnl`	GLISTR: Glioma Image Segmentation and Registration. IEEE Trans. Medical Imaging Ali Gooya, Kilian M. Pohl, Michel Bilello, Luigi Cirillo, George Biros, Elias R. Melhem, Christos Davatzikos
2011	J	`jnl`	Computer Input Devices: Neutral Party or Source of Significant Error in Manual Lesion Segmentation? J. Digit. Imaging James Y. Chen, F. Jacob Seagull, Paul G. Nagy, Paras Lakhani, Elias R. Melhem, Eliot L. Siegel, Nabile M. Safdar
2010	J	`jnl`	A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features. Medical Image Anal. Hui Zhang, Suyash P. Awate, Sandhitsu R. Das, John H. Woo, Elias R. Melhem, James C. Gee, Paul A. Yushkevich
2009	—	`conf`	A Tract-Specific Framework for White Matter Morphometry Combining Macroscopic and Microscopic Tract Features. MICCAI (1) Hui Zhang, Suyash P. Awate, Sandhitsu R. Das, John H. Woo, Elias R. Melhem, James C. Gee, Paul A. Yushkevich
2009	J	`jnl`	Differentiation between glioblastomas and solitary brain metastases using diffusion tensor imaging. NeuroImage Sumei Wang, Sungheon Gene Kim, Sanjeev Chawla, Ronald L. Wolf, Wei-Guo Zhang, Donald M. O'Rourke, Kevin D. Judy, Elias R. Melhem, Harish Poptani
2009	—	`conf`	MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. ISBI Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla, Dong Soo Yoo, Ronald L. Wolf, Elias R. Melhem, Christos Davatzikos
2008	J	`jnl`	Learning Vector Quantization Neural Networks Improve Accuracy of Transcranial Color-coded Duplex Sonography in Detection of Middle Cerebral Artery Spasm - Preliminary Report. Neuroinformatics Miroslaw Swiercz, Jan Kochanowicz, John Weigele, Robert Hurst, David S. Liebeskind, Zenon Mariak, Elias R. Melhem, Jaroslaw Krejza
2007	J	`jnl`	High-Dimensional Spatial Normalization of Diffusion Tensor Images Improves the Detection of White Matter Differences: An Example Study Using Amyotrophic Lateral Sclerosis. IEEE Trans. Medical Imaging Hui Zhang, Brian B. Avants, Paul A. Yushkevich, John H. Woo, Sumei Wang, L. F. McCluskey, L. B. Elman, Elias R. Melhem, James C. Gee
2007	—	`conf`	Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. ISBI Hongmin Cai, Ragini Verma, Yangming Ou, Seung-Koo Lee, Elias R. Melhem, Christos Davatzikos
2006	—	`conf`	Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. ISBI Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos