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Prateek Prasanna
Prateek Prasanna
Assistant Professor, Stony Brook University
Geverifieerd e-mailadres voor stonybrook.edu - Homepage
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Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
arXiv preprint arXiv:1811.02629, 2018
18402018
Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI
NM Braman, M Etesami, P Prasanna, C Dubchuk, H Gilmore, P Tiwari, ...
Breast Cancer Research 19, 1-14, 2017
5562017
Automated crack detection on concrete bridges
P Prasanna, KJ Dana, N Gucunski, BB Basily, HM La, RS Lim, ...
IEEE Transactions on automation science and engineering 13 (2), 591-599, 2014
4552014
Radiomics and radiogenomics in lung cancer: a review for the clinician
R Thawani, M McLane, N Beig, S Ghose, P Prasanna, V Velcheti, ...
Lung cancer 115, 34-41, 2018
4532018
The National COVID Cohort Collaborative (N3C): rationale, design, infrastructure, and deployment
MA Haendel, CG Chute, TD Bennett, DA Eichmann, J Guinney, WA Kibbe, ...
Journal of the American Medical Informatics Association 28 (3), 427-443, 2021
4182021
Perinodular and intranodular radiomic features on lung CT images distinguish adenocarcinomas from granulomas
N Beig, M Khorrami, M Alilou, P Prasanna, N Braman, M Orooji, S Rakshit, ...
Radiology 290 (3), 783-792, 2019
2852019
Radiomic features from the peritumoral brain parenchyma on treatment-naive multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme …
P Prasanna, J Patel, S Partovi, A Madabhushi, P Tiwari
European radiology 27, 4188-4197, 2017
2792017
Association of peritumoral radiomics with tumor biology and pathologic response to preoperative targeted therapy for HER2 (ERBB2)–positive breast cancer
N Braman, P Prasanna, J Whitney, S Singh, N Beig, M Etesami, ...
JAMA network open 2 (4), e192561-e192561, 2019
2382019
Changes in CT radiomic features associated with lymphocyte distribution predict overall survival and response to immunotherapy in non–small cell lung cancer
M Khorrami, P Prasanna, A Gupta, P Patil, PD Velu, R Thawani, ...
Cancer immunology research 8 (1), 108-119, 2020
2322020
Co-occurrence of local anisotropic gradient orientations (CoLlAGe): a new radiomics descriptor
P Prasanna, P Tiwari, A Madabhushi
Scientific reports 6 (1), 37241, 2016
1622016
Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature communications 13 (1), 7346, 2022
1502022
Radiomics and radiogenomics in gliomas: a contemporary update
G Singh, S Manjila, N Sakla, A True, AH Wardeh, N Beig, A Vaysberg, ...
British journal of cancer 125 (5), 641-657, 2021
1422021
Computer-extracted texture features to distinguish cerebral radionecrosis from recurrent brain tumors on multiparametric MRI: a feasibility study
P Tiwari, P Prasanna, L Wolansky, M Pinho, M Cohen, AP Nayate, ...
American Journal of Neuroradiology 37 (12), 2231-2236, 2016
1232016
Radiogenomic analysis of hypoxia pathway is predictive of overall survival in Glioblastoma
N Beig, J Patel, P Prasanna, V Hill, A Gupta, R Correa, K Bera, S Singh, ...
Scientific reports 8 (1), 7, 2018
1202018
Computer Vision Based Crack Detection and Analysis
P Prasanna, K Dana, N Gucunski, B Basily
Proc. of SPIE Vol 8345, 834542-1, 2012
1162012
CT derived radiomic score for predicting the added benefit of adjuvant chemotherapy following surgery in stage I, II resectable non-small cell lung cancer: a retrospective …
P Vaidya, K Bera, A Gupta, X Wang, G Corredor, P Fu, N Beig, ...
The Lancet Digital Health 2 (3), e116-e128, 2020
1082020
Self pre-training with masked autoencoders for medical image analysis
L Zhou, H Liu, J Bae, J He, D Samaras, P Prasanna
arXiv preprint arXiv:2203.05573 1 (3), 2022
96*2022
Radiogenomic-based survival risk stratification of tumor habitat on Gd-T1w MRI is associated with biological processes in glioblastoma
N Beig, K Bera, P Prasanna, J Antunes, R Correa, S Singh, ...
Clinical Cancer Research 26 (8), 1866-1876, 2020
872020
Shape features of the lesion habitat to differentiate brain tumor progression from pseudoprogression on routine multiparametric MRI: a multisite study
M Ismail, V Hill, V Statsevych, R Huang, P Prasanna, R Correa, G Singh, ...
American Journal of Neuroradiology 39 (12), 2187-2193, 2018
752018
Decision Support System for Detection of Diabetic Retinopathy Using Smartphones
P Prasanna, S Jain, N Bhagat, A Madabhushi
2013 7th International Conference on Pervasive Computing Technologies for …, 2013
652013
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