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Shravya Shetty
Shravya Shetty
Verified email at google.com
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Cited by
Year
International evaluation of an AI system for breast cancer screening
SM McKinney, M Sieniek, V Godbole, J Godwin, N Antropova, H Ashrafian, ...
Nature 577 (7788), 89-94, 2020
26892020
End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography
D Ardila, AP Kiraly, S Bharadwaj, B Choi, JJ Reicher, L Peng, D Tse, ...
Nature medicine 25 (6), 954-961, 2019
19312019
Chest radiograph interpretation with deep learning models: assessment with radiologist-adjudicated reference standards and population-adjusted evaluation
A Majkowska, S Mittal, DF Steiner, JJ Reicher, SM McKinney, GE Duggan, ...
Radiology 294 (2), 421-431, 2020
2852020
Metrics reloaded: recommendations for image analysis validation
L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ...
Nature methods 21 (2), 195-212, 2024
258*2024
Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol
V Sounderajah, H Ashrafian, RM Golub, S Shetty, J De Fauw, L Hooft, ...
BMJ open 11 (6), e047709, 2021
1882021
Common limitations of image processing metrics: A picture story
A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ...
arXiv preprint arXiv:2104.05642, 2021
1862021
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI
V Sounderajah, H Ashrafian, S Rose, NH Shah, M Ghassemi, R Golub, ...
Nature medicine 27 (10), 1663-1665, 2021
1262021
Understanding metric-related pitfalls in image analysis validation
A Reinke, MD Tizabi, M Baumgartner, M Eisenmann, D Heckmann-Nötzel, ...
Nature methods 21 (2), 182-194, 2024
762024
Spotting words in Latin, Devanagari and Arabic scripts
SN Srihari, H Srinivasan, C Huang, S Shetty
Vivek-Bombay- 16 (3), 2, 2006
712006
Segmentation and labeling of documents using conditional random fields
S Shetty, H Srinivasan, M Beal, S Srihari
Document Recognition and Retrieval XIV 6500, 256-264, 2007
692007
Automatic scoring of short handwritten essays in reading comprehension tests
S Srihari, J Collins, R Srihari, H Srinivasan, S Shetty, J Brutt-Griffler
Artificial Intelligence 172 (2-3), 300-324, 2008
682008
Document image retrieval using signatures as queries
SN Srihari, S Shetty, S Chen, H Srinivasan, C Huang, G Agam, O Frieder
Second International Conference on Document Image Analysis for Libraries …, 2006
622006
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, R Stanforth, N Pawlowski, ...
Nature Medicine 29 (7), 1814-1820, 2023
572023
Multimodal llms for health grounded in individual-specific data
A Belyaeva, J Cosentino, F Hormozdiari, K Eswaran, S Shetty, G Corrado, ...
Workshop on Machine Learning for Multimodal Healthcare Data, 86-102, 2023
542023
Simplified transfer learning for chest radiography models using less data
AB Sellergren, C Chen, Z Nabulsi, Y Li, A Maschinot, A Sarna, J Huang, ...
Radiology 305 (2), 454-465, 2022
542022
Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19
Z Nabulsi, A Sellergren, S Jamshy, C Lau, E Santos, AP Kiraly, W Ye, ...
Scientific reports 11 (1), 15523, 2021
522021
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
S Xu, L Yang, C Kelly, M Sieniek, T Kohlberger, M Ma, WH Weng, A Kiraly, ...
arXiv preprint arXiv:2308.01317, 2023
492023
Deep learning detection of active pulmonary tuberculosis at chest radiography matched the clinical performance of radiologists
S Kazemzadeh, J Yu, S Jamshy, R Pilgrim, Z Nabulsi, C Chen, N Beladia, ...
Radiology 306 (1), 124-137, 2023
422023
Research priorities for the future health of multiples and their families: The Global Twins and Multiples Priority Setting Partnership
JR Lam, B Liu, R Bhate, N Fenwick, K Reed, JMN Duffy, A Khalil, ...
Deakin University, 2019
252019
Advancing multimodal medical capabilities of Gemini
L Yang, S Xu, A Sellergren, T Kohlberger, Y Zhou, I Ktena, A Kiraly, ...
arXiv preprint arXiv:2405.03162, 2024
222024
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