| 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 | 2811 | 2018 |
| Observation and measurement of Higgs boson decays to with the ATLAS detector G Aad, B Abbott, J Abdallah, S Abdel Khalek, O Abdinov, R Aben, B Abi, ... Physical Review D 92 (1), 012006, 2015 | 692 | 2015 |
| 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 | 642 | 2022 |
| 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 | 338 | 2022 |
| 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 | 318 | 2022 |
| 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 | 277 | 2022 |
| 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 | 269 | 2016 |
| 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 | 147 | 2022 |
| 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 (11), 6263-6273, 2020 | 131 | 2020 |
| 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 | 121 | 2018 |
| Segmentation of brain tumors using DeepLabv3+ A Roy Choudhury, R Vanguri, SR Jambawalikar, P Kumar International MICCAI Brainlesion Workshop, 154-167, 2018 | 90 | 2018 |
| 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 | 67 | 2017 |
| 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 | 58 | 2020 |
| 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 | 50 | 2022 |
| 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 | 33 | 2021 |
| 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 | 23 | 2021 |
| 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 | 23 | 2020 |
| Immune checkpoint landscape of human atherosclerosis and influence of cardiometabolic factors JG Barcia Durán, D Das, M Gildea, L Amadori, M Gourvest, R Kaur, ... Nature Cardiovascular Research 3 (12), 1482-1502, 2024 | 20 | 2024 |
| 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 | 18 | 2022 |
| 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 | 18 | 2022 |
