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Rami Vanguri
Rami Vanguri
NYU Langone
Overená e-mailová adresa na: nyulangone.org
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Citované v
Citované v
Rok
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
18032018
Observation and measurement of Higgs boson decays to with the ATLAS detector
Atlas Collaboration
arXiv preprint arXiv:1412.2641, 2014
661*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
2322022
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
1962016
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
1062022
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
982022
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
892018
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
862020
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
822022
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
572019
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
512022
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
512017
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
472020
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
232021
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
112021
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
102022
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
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
82022
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