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Rami Vanguri
Rami Vanguri
NYU Langone
Verified email at nyulangone.org
Title
Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
17412018
Observation and measurement of Higgs boson decays to with the ATLAS detector
Atlas Collaboration
arXiv preprint arXiv:1412.2641, 2014
652*2014
Harnessing multimodal data integration to advance precision oncology
KM Boehm, P Khosravi, R Vanguri, J Gao, SP Shah
Nature Reviews Cancer 22 (2), 114-126, 2022
2162022
A curated and standardized adverse drug event resource to accelerate drug safety research
JM Banda, L Evans, RS Vanguri, NP Tatonetti, PB Ryan, NH Shah
Scientific data 3 (1), 1-11, 2016
1802016
Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer
KM Boehm, EA Aherne, L Ellenson, I Nikolovski, M Alghamdi, ...
Nature cancer 3 (6), 723-733, 2022
922022
Multimodal integration of radiology, pathology and genomics for prediction of response to PD-(L) 1 blockade in patients with non-small cell lung cancer
RS Vanguri, J Luo, AT Aukerman, JV Egger, CJ Fong, N Horvat, ...
Nature cancer 3 (10), 1151-1164, 2022
912022
Disease heritability inferred from familial relationships reported in medical records
FCG Polubriaginof, R Vanguri, K Quinnies, GM Belbin, A Yahi, ...
Cell 173 (7), 1692-1704. e11, 2018
882018
Radiomics of MRI for pretreatment prediction of pathologic complete response, tumor regression grade, and neoadjuvant rectal score in patients with locally advanced rectal …
H Shaish, A Aukerman, R Vanguri, A Spinelli, P Armenta, S Jambawalikar, ...
European radiology 30, 6263-6273, 2020
812020
Ovarian cancer mutational processes drive site-specific immune evasion
I Vázquez-García, F Uhlitz, N Ceglia, JLP Lim, M Wu, N Mohibullah, ...
Nature 612 (7941), 778-786, 2022
652022
Segmentation of brain tumors using DeepLabv3+
A Roy Choudhury, R Vanguri, SR Jambawalikar, P Kumar
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
552019
Generative adversarial networks for electronic health records: A framework for exploring and evaluating methods for predicting drug-induced laboratory test trajectories
A Yahi, R Vanguri, N Elhadad, NP Tatonetti
arXiv preprint arXiv:1712.00164, 2017
472017
Convolutional neural network detection of axillary lymph node metastasis using standard clinical breast MRI
T Ren, R Cattell, H Duanmu, P Huang, H Li, R Vanguri, MZ Liu, ...
Clinical breast cancer 20 (3), e301-e308, 2020
452020
Deep learning-inferred multiplex immunofluorescence for immunohistochemical image quantification
P Ghahremani, Y Li, A Kaufman, R Vanguri, N Greenwald, M Angelo, ...
Nature machine intelligence 4 (4), 401-412, 2022
442022
Persistent homology based characterization of the breast cancer immune microenvironment: A feasibility study
A Aukerman, M Carrière, C Chen, K Gardner, R Rabadán, R Vanguri
Journal of Computational Geometry 12 (2), 183-206, 2022
292022
Automated digital TIL analysis (ADTA) adds prognostic value to standard assessment of depth and ulceration in primary melanoma
MR Moore, ID Friesner, EM Rizk, BT Fullerton, M Mondal, MH Trager, ...
Scientific reports 11 (1), 2809, 2021
222021
Channel width optimized neural networks for liver and vessel segmentation in liver iron quantification
M Liu, R Vanguri, S Mutasa, R Ha, YC Liu, T Button, S Jambawalikar
Computers in Biology and Medicine 122, 103798, 2020
152020
Kaiso (ZBTB33) subcellular partitioning functionally links LC3A/B, the tumor microenvironment, and breast cancer survival
SK Singhal, JS Byun, S Park, T Yan, R Yancey, A Caban, SG Hernandez, ...
Communications biology 4 (1), 150, 2021
102021
Estimate of disease heritability using 7.4 million familial relationships inferred from electronic health records
F Polubriaginof, R Vanguri, K Quinnies, GM Belbin, A Yahi, H Salmasian, ...
BiorXiv, 066068, 2016
102016
Understanding the impact of chemotherapy on the immune landscape of high-grade serous ovarian cancer
R Vanguri, J Benhamida, JH Young, Y Li, O Zivanovic, D Chi, A Snyder, ...
Gynecologic Oncology Reports 39, 100926, 2022
92022
Tumor immune microenvironment and response to neoadjuvant chemotherapy in hormone receptor/HER2+ early stage breast cancer
RS Vanguri, KM Fenn, MR Kearney, Q Wang, H Guo, DK Marks, C Chin, ...
Clinical breast cancer 22 (6), 538-546, 2022
72022
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