Hamed Akbari, MD, PhD
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Advancing the cancer genome atlas glioma MRI collections with expert segmentation labels and radiomic features
S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, JS Kirby, JB Freymann, ...
Scientific data 4 (1), 1-13, 2017
Segmentation labels and radiomic features for the pre-operative scans of the TCGA-LGG collection
S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ...
The cancer imaging archive 286, 2017
Hyperspectral imaging and quantitative analysis for prostate cancer detection
H Akbari, L Halig, DM Schuster, B Fei, A Osunkoya, V Master, P Nieh, ...
Journal of biomedical optics 17 (7), 076005, 2012
Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques
L Macyszyn, H Akbari, JM Pisapia, X Da, M Attiah, V Pigrish, Y Bi, S Pal, ...
Neuro-oncology 18 (3), 417-425, 2015
Cancer detection using infrared hyperspectral imaging
H Akbari, K Uto, Y Kosugi, K Kojima, N Tanaka
Cancer science 102 (4), 852-857, 2011
Detection and analysis of the intestinal ischemia using visible and invisible hyperspectral imaging
H Akbari, Y Kosugi, K Kojima, N Tanaka
IEEE Transactions on Biomedical Engineering 57 (8), 2011-2017, 2010
Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights
Y Ou, H Akbari, M Bilello, X Da, C Davatzikos
Medical Imaging, IEEE Transactions on 33 (10), 2039-2065, 2014
Combining generative models for multifocal glioma segmentation and registration
D Kwon, RT Shinohara, H Akbari, C Davatzikos
International Conference on Medical Image Computing and Computer-Assisted …, 2014
Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma
H Akbari, L Macyszyn, X Da, M Bilello, RL Wolf, M Martinez-Lage, G Biros, ...
Neurosurgery 78 (4), 572-580, 2016
Epidermal growth factor receptor extracellular domain mutations in glioblastoma present opportunities for clinical imaging and therapeutic development
ZA Binder, AH Thorne, S Bakas, EP Wileyto, M Bilello, H Akbari, ...
Cancer cell 34 (1), 163-177. e7, 2018
GLISTRboost: combining multimodal MRI segmentation, registration, and biophysical tumor growth modeling with gradient boosting machines for glioma segmentation
S Bakas, K Zeng, A Sotiras, S Rathore, H Akbari, B Gaonkar, M Rozycki, ...
BrainLes 2015, 144-155, 2015
Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1
S Rathore, H Akbari, M Rozycki, KG Abdullah, MLP Nasrallah, ZA Binder, ...
Scientific reports 8 (1), 1-12, 2018
Detection of cancer metastasis using a novel macroscopic hyperspectral method
H Akbari, LV Halig, H Zhang, D Wang, ZG Chen, B Fei
Medical Imaging 2012: Biomedical Applications in Molecular, Structural, and …, 2012
Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity
H Akbari, L Macyszyn, X Da, RL Wolf, M Bilello, R Verma, DM O’Rourke, ...
Radiology 273 (2), 502-510, 2014
Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome
C Davatzikos, S Rathore, S Bakas, S Pati, M Bergman, R Kalarot, ...
Journal of medical imaging 5 (1), 011018, 2018
Local response to microneedle-based influenza immunization in the skin
M del Pilar Martin, WC Weldon, VG Zarnitsyn, DG Koutsonanos, H Akbari, ...
MBio 3 (2), 2012
Segmentation labels for the pre-operative scans of the TCGA-GBM collection (2017)
S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ...
In vivo detection of EGFRvIII in glioblastoma via perfusion magnetic resonance imaging signature consistent with deep peritumoral infiltration: the φ-index
S Bakas, H Akbari, J Pisapia, M Martinez-Lage, M Rozycki, S Rathore, ...
Clinical Cancer Research 23 (16), 4724-4734, 2017
3D ultrasound image segmentation using wavelet support vector machines
H Akbari, B Fei
Medical physics 39 (6Part1), 2972-2984, 2012
PORTR: Pre-operative and post-recurrence brain tumor registration
D Kwon, M Niethammer, H Akbari, M Bilello, C Davatzikos, KM Pohl
Medical Imaging, IEEE Transactions on 33 (3), 651-667, 2014
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