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Anuj Pareek
Anuj Pareek
在 stanford.edu 的电子邮件经过验证
标题
引用次数
引用次数
年份
Fusion of medical imaging and electronic health records using deep learning: a systematic review and implementation guidelines
SC Huang, A Pareek, S Seyyedi, I Banerjee, MP Lungren
NPJ digital medicine 3 (1), 136, 2020
4232020
CheXbert: combining automatic labelers and expert annotations for accurate radiology report labeling using BERT
A Smit, S Jain, P Rajpurkar, A Pareek, AY Ng, MP Lungren
arXiv preprint arXiv:2004.09167, 2020
2232020
Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection
SC Huang, A Pareek, R Zamanian, I Banerjee, MP Lungren
Scientific reports 10 (1), 22147, 2020
1482020
Benchmarking saliency methods for chest X-ray interpretation
A Saporta, X Gui, A Agrawal, A Pareek, SQH Truong, CDT Nguyen, ...
Nature Machine Intelligence 4 (10), 867-878, 2022
1192022
Magnetic resonance imaging of tumor-associated macrophages: clinical translation
M Aghighi, AJ Theruvath, A Pareek, LL Pisani, R Alford, AM Muehe, ...
Clinical Cancer Research 24 (17), 4110-4118, 2018
912018
Self-supervised learning for medical image classification: a systematic review and implementation guidelines
SC Huang, A Pareek, M Jensen, MP Lungren, S Yeung, AS Chaudhari
NPJ Digital Medicine 6 (1), 74, 2023
872023
Deep learning and its role in COVID-19 medical imaging
SB Desai, A Pareek, MP Lungren
Intelligence-Based Medicine 3, 100013, 2020
862020
Clinical characteristics and outcomes in patients with COVID-19 and cancer: a systematic review and meta-analysis
P Zarifkar, A Kamath, C Robinson, N Morgulchik, SFH Shah, TKM Cheng, ...
Clinical Oncology 33 (3), e180-e191, 2021
802021
Clinical text summarization: Adapting large language models can outperform human experts
D Van Veen, C Van Uden, L Blankemeier, JB Delbrouck, A Aali, ...
Research Square, 2023
442023
CheXpedition: Investigating generalization challenges for translation of chest X-ray algorithms to the clinical setting
P Rajpurkar, A Joshi, A Pareek, P Chen, A Kiani, J Irvin, AY Ng, ...
arXiv preprint arXiv:2002.11379, 2020
372020
Multi-task weak supervision enables anatomically-resolved abnormality detection in whole-body FDG-PET/CT
S Eyuboglu, G Angus, BN Patel, A Pareek, G Davidzon, J Long, ...
Nature communications 12 (1), 1880, 2021
342021
Deep learning saliency maps do not accurately highlight diagnostically relevant regions for medical image interpretation
A Saporta, X Gui, A Agrawal, A Pareek, SQ Truong, CD Nguyen, VD Ngo, ...
MedRxiv, 2021
302021
CheXphoto: 10,000+ photos and transformations of chest X-rays for benchmarking deep learning robustness
NA Phillips, P Rajpurkar, M Sabini, R Krishnan, S Zhou, A Pareek, ...
Machine Learning for Health, 318-327, 2020
282020
RadAdapt: Radiology report summarization via lightweight domain adaptation of large language models
D Van Veen, C Van Uden, M Attias, A Pareek, C Bluethgen, M Polacin, ...
arXiv preprint arXiv:2305.01146, 2023
272023
Adapted large language models can outperform medical experts in clinical text summarization
D Van Veen, C Van Uden, L Blankemeier, JB Delbrouck, A Aali, ...
Nature Medicine, 1-9, 2024
242024
Outcomes of acute respiratory distress syndrome in COVID-19 patients compared to the general population: a systematic review and meta-analysis
AA Dmytriw, R Chibbar, PPY Chen, MD Traynor, DW Kim, FP Bruno, ...
Expert review of respiratory medicine 15 (10), 1347-1354, 2021
242021
Gifsplanation via latent shift: a simple autoencoder approach to counterfactual generation for chest x-rays
JP Cohen, R Brooks, S En, E Zucker, A Pareek, MP Lungren, A Chaudhari
Medical Imaging with Deep Learning, 74-104, 2021
242021
CheXternal: Generalization of deep learning models for chest X-ray interpretation to photos of chest X-rays and external clinical settings
P Rajpurkar, A Joshi, A Pareek, AY Ng, MP Lungren
Proceedings of the Conference on Health, Inference, and Learning, 125-132, 2021
142021
Whole-body PET/MRI of pediatric patients: the details that matter
A Pareek, AM Muehe, AJ Theruvath, PK Gulaka, SL Spunt, ...
JoVE (Journal of Visualized Experiments), e57128, 2017
132017
Diagnostic accuracy of radiography, digital breast tomosynthesis, micro-CT and ultrasound for margin assessment during breast surgery: A systematic review and meta-analysis
IP Manhoobi, A Bodilsen, J Nijkamp, A Pareek, T Tramm, S Redsted, ...
Academic Radiology 29 (10), 1560-1572, 2022
122022
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