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C

Carol C. Wu

University of Arkansas System

46H-index
237Paper Count
7.7KCitation Count
Published Papers 84
Publication Date
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Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study
errCancer Letters
IF10.1
err2026-06-19
err0
PREAI
errAmgad Muneer; Eman Showkatian; Maliazurina B. Saad; Lingzhi Hong; Shenduo Li; Morteza Salehjahromi; Muhammad Aminu; Sheeba J. Sujit; Hui Xu; Muhammad Waqas; Anas Zafar; Girish S. Shroff; Carol C. Wu; Brett W. Carter; Joe Y. Chang; Zhongxing Liao; Mehmet Altan; Natalie I. Vokes; Tina Cascone; Xiuning Le
errShare
errSave
From classical machine learning to emerging foundation models: review on multimodal data integration for cancer research
errArtificial Intelligence Review
IF13.9
err2026-02-21
err0
errOAAI
errAmgad Muneer; Muhammad Waqas; Maliazurina B. Saad; Eman Showkatian; Rukhmini Bandyopadhyay; Hui Xu; Wentao Li; Joe Y. Chang; Zhongxing Liao; Cara Haymaker; Luisa Solis Soto; Carol C. Wu; Natalie I. Vokes; Xiuning Le; Lauren A. Byers; Don L. Gibbons; John V. Heymach; Jianjun Zhang; Jia Wu
errShare
errSave
MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT V
IF0
err2026-01-01
err0
PREAI
errAwasth, Akash; Chung, Brandon, V; Vu, Anh M.; Le, Ngan; Agrawal, Rishi; Deng, Zhigang; Wu, Carol; Nguyen, Hien, V
errShare
errSave
Development of PET/CT-clinical nomograms for predicting lymph node metastasis in primary lung cancer
errEuropean Radiology
IF4.7
err2025-12-17
err0
errOAAI
errXiaoyu Han; Wentao Li; Julie Lin; Shuoyang Li; Maliazurina B. Saad; Yuliya Kitsel; Simon Heeke; Lingzhi Hong; Mohamed Qayati Mohamed; Xiuning Le; Natalie Vokes; Myrna CB Godoy; Brett W. Carter; Girish S. Shroff; George Eapen; Lauren A. Byers; Ara A. Vaporciyan; Don L. Gibbons; John Heymach; Carol C. Wu; Jianjun Zhang; Jia Wu
errShare
errSave
Radiomics for Dynamic Lung Cancer Risk Prediction in USPSTF-Ineligible Patients
errCancers 2025, Vol. 17, Page 3406
IF0
err2025-10-23
err0
errOAAI
errMorteza Salehjahromi; Hui Li; Eman Showkatian; Maliazurina B. Saad; Mohamed Qayati; Sherif M. Ismail; Sheeba J. Sujit; Amgad Muneer; Muhammad Aminu; Lingzhi Hong; Xiaoyu Han; Simon Heeke; Tina Cascone; Xiuning Le; Natalie Vokes; Don L. Gibbons; Iakovos Toumazis; Edwin J. Ostrin; Mara B. Antonoff; Ara A. Vaporciyan; David Jaffray; Fernando U. Kay; Brett W. Carter; Carol C. Wu; Myrna C. B. Godoy; J. Jack Lee; David E. Gerber; John V. Heymach; Jianjun Zhang; Jia Wu
errShare
errSave
Structural chain of thoughts for radiology education
errKnowledge-Based Systems
IF7.6
err2025-09-12
err0
PREAI
errAkash Awasthi; Brandon Chung; Anh Mai Vu; Saba Khan; Ngan Le; Zhigang Deng; Rishi Agrawal; Carol C. Wu; Hien Van Nguyen
errShare
errSave
Machine-learning driven strategies for adapting immunotherapy in metastatic NSCLC
errNature Communications
IF15.7
err2025-07-24
err0
errOAAI
errMaliazurina B. Saad; Qasem Al-Tashi; Lingzhi Hong; Vivek Verma; Wentao Li; Daniel Boiarsky; Shenduo Li; Milena Petranovic; Carol C. Wu; Brett W. Carter; Girish S. Shroff; Tina Cascone; Xiuning Le; Yasir Y. Elamin; Mehmet Altan; Simon Heeke; Ajay Sheshadri; Joe Y. Chang; Percy P. Lee; Zhongxing Liao; Don L. Gibbons; Ara A. Vaporciyan; J. Jack Lee; Ignacio I. Wistuba; Cara Haymaker; Seyedali Mirjalili; David Jaffray; Justin F. Gainor; Yanyan Lou; Alessandro Di Federico; Federica Pecci; Mark Awad; Biagio Ricciuti; John V. Heymach; Natalie I. Vokes; Jianjun Zhang; Jia Wu
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errSave
Lung Cancer Risk Prediction in Patients with Persistent Pulmonary Nodules Using the Brock Model and Sybil Model
errCANCERS
IF4.4
err2025-04-29
err0
errOAAI
errLi, Hui; Salehjahromi, Morteza; Godoy, Myrna C. B.; Qin, Kang; Plummer, Courtney M.; Zhang, Zheng; Hong, Lingzhi; Heeke, Simon; Le, Xiuning; Vokes, Natalie; Zhang, Bingnan; Araujo, Haniel A.; Altan, Mehmet; Wu, Carol C.; Antonoff, Mara B.; Ostrin, Edwin J.; Gibbons, Don L.; Heymach, John V.; Lee, J. Jack; Gerber, David E.; Wu, Jia; Zhang, Jianjun
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errSave
Modeling radiologists' cognitive processes using a digital gaze twin to enhance radiology training
errSCIENTIFIC REPORTS
IF3.9
err2025-04-21
err0
errOAAI
errAwasthi, Akash; Vu, Anh Mai; Le, Ngan; Deng, Zhigang; Maulik, Supratik; Agrawal, Rishi; Wu, Carol C.; Nguyen, Hien Van
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errSave
ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions☆
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2025-02-01
err0
PREAI
errPham, Trong-Thang; Brecheisen, Jacob; Wu, Carol C.; Nguyen, Hien; Deng, Zhigang; Adjeroh, Donald; Doretto, Gianfranco; Choudhary, Arabinda; Le, Ngan
errShare
errSave
Evaluating GPT-4V (GPT-4 with Vision) on Detection of Radiologic Findings on Chest Radiographs
errRADIOLOGY
IF15.2
err2024-05-01
err12
PREAI
errZhou, Yiliang; Ong, Hanley; Kennedy, Patrick; Wu, Carol C.; Kazam, Jacob; Hentel, Keith; Flanders, Adam; Shih, George; Peng, Yifan
errShare
errSave
Evaluating GPT-4V (GPT-4 with Vision) on Detection of Radiologic Findings on Chest Radiographs (May 7, 10.1148/radiol.233270, 2024)
errRADIOLOGY
IF15.2
err2024-05-01
err2
PREAI
errZhou, Yiliang; Ong, Hanley; Kennedy, Patrick; Wu, Carol C.; Kazam, Jacob; Hentel, Keith; Flanders, Adam; Shih, George; Peng, Yifan
errShare
errSave
Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights
errNATURE COMMUNICATIONS
IF15.7
err2024-04-11
err5
errOAAI
errSujit, Sheeba J.; Aminu, Muhammad; Karpinets, Tatiana V.; Chen, Pingjun; Saad, Maliazurina B.; Salehjahromi, Morteza; Boom, John D.; Qayati, Mohamed; George, James M.; Allen, Haley; Antonoff, Mara B.; Hong, Lingzhi; Hu, Xin; Heeke, Simon; Tran, Hai T.; Le, Xiuning; Elamin, Yasir Y.; Altan, Mehmet; Vokes, Natalie I.; Sheshadri, Ajay; Lin, Julie; Zhang, Jianhua; Lu, Yang; Behrens, Carmen; Godoy, Myrna C. B.; Wu, Carol C.; Chang, Joe Y.; Chung, Caroline; Jaffray, David A.; Wistuba, Ignacio I.; Lee, J. Jack; Vaporciyan, Ara A.; Gibbons, Don L.; Heymach, John; Zhang, Jianjun; Cascone, Tina; Wu, Jia
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errSave
ACR Lung-RADS v2022: Assessment Categories and Management Recommendations
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2024-03-01
err34
errOAAI
errChristensen, Jared; Prosper, Ashley Elizabeth; Wu, Carol C.; Chung, Jonathan; Lee, Elizabeth; Elicker, Brett; Hunsaker, Andetta R.; Petranovic, Milena; Sandler, Kim L.; Stiles, Brendon; Mazzone, Peter; Yankelevitz, David; Aberle, Denise; Chiles, Caroline; Kazerooni, Ella
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errSave
ACR Lung-RADS v2022: Assessment Categories and Management Recommendations
errCHEST
IF8.6
err2024-03-01
err3
errOAAI
errChristensen, Jared; Prosper, Ashley Elizabeth; Wu, Carol C.; Chung, Jonathan; Lee, Elizabeth; Elicker, Brett; Hunsaker, Andetta R.; Petranovic, Milena; Sandler, Kim L.; Stiles, Brendon; Mazzone, Peter; Yankelevitz, David; Aberle, Denise; Chiles, Caroline; Kazerooni, Ella
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errSave
Synthetic PET from CT improves diagnosis and prognosis for lung cancer: Proof of concept
errCELL REPORTS MEDICINE
IF10.6
err2024-03-01
err3
errOAAI
errSalehjahromi, Morteza; Karpinets, Tatiana, V; Sujit, Sheeba J.; Qayati, Mohamed; Chen, Pingjun; Aminu, Muhammad; Saad, Maliazurina B.; Bandyopadhyay, Rukhmini; Hong, Lingzhi; Sheshadri, Ajay; Lin, Julie; Antonoff, Mara B.; Sepesi, Boris; Ostrin, Edwin J.; Toumazis, Iakovos; Huang, Peng; Cheng, Chao; Cascone, Tina; Vokes, Natalie I.; Behrens, Carmen; Siewerdsen, Jeffrey H.; Hazle, John D.; Chang, Joe Y.; Zhang, Jianhua; Lu, Yang; Godoy, Myrna C. B.; Chung, Caroline; Jaffray, David; Wistuba, Ignacio; Lee, J. Jack; Vaporciyan, Ara A.; Gibbons, Don L.; Gladish, Gregory; Heymach, John, V; Wu, Carol C.; Zhang, Jianjun; Wu, Jia
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errSave
Quantifying the Effect of 4-Dimensional Computed Tomography-Based Deformable Dose Accumulation on Representing Radiation Damage for Patients with Locally Advanced Non-Small Cell Lung Cancer Treated with Standard-Fractionated Intensity-Modulated Radiation Therapy
errINTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
IF6.5
err2024-01-01
err1
errOAAI
errHe, Yulun; Cazoulat, Guillaume; Wu, Carol; Svensson, Stina; Almodovar-Abreu, Lusmeralis; Rigaud, Bastien; McCollum, Emma; Peterson, Christine; Wooten, Zachary; Rhee, Dong Joo; Balter, Peter; Pollard-Larkin, Julianne; Cardenas, Carlos; Court, Laurence; Liao, Zhongxing; Mohan, Radhe; Brock, Kristy
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errSave
ACR Appropriateness Criteria® Incidentally Detected Indeterminate Pulmonary Nodule
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2023-11-01
err4
PREAI
errMartin, Maria D.; Henry, Travis S.; Berry, Mark F.; Johnson, Geoffrey B.; Kelly, Aine Marie; Ko, Jane P.; Kuzniewski, Christopher T.; Lee, Elizabeth; Maldonado, Fabien; Morris, Michael F.; Munden, Reginald F.; Raptis, Constantine A.; Shim, Kyungran; Sirajuddin, Arlene; Small, William, Jr.; Tong, Betty C.; Wu, Carol C.; Donnelly, Edwin F.
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errSave
Heterogenous lung inflammation CT patterns distinguish pneumonia and immune checkpoint inhibitor pneumonitis and complement blood biomarkers in acute myeloid leukemia: proof of concept
errFRONTIERS IN IMMUNOLOGY
IF5.9
err2023-09-29
err4
errOAAI
errAminu, Muhammad; Daver, Naval; Godoy, Myrna C. B.; Shroff, Girish; Wu, Carol; Torre-Sada, Luis F.; Goizueta, Alberto; Shannon, Vickie R.; Faiz, Saadia A.; Altan, Mehmet; Garcia-Manero, Guillermo; Kantarjian, Hagop; Ravandi-Kashani, Farhad; Kadia, Tapan; Konopleva, Marina; Dinardo, Courtney; Pierce, Sherry; Naing, Aung; Kim, Sang T.; Kontoyiannis, Dimitrios P.; Khawaja, Fareed; Chung, Caroline; Wu, Jia; Sheshadri, Ajay
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errSave
SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancers
errPATTERNS
IF7.4
err2023-08-01
err3
errOAAI
errAl-Tashi, Qasem; Saad, Maliazurina B.; Sheshadri, Ajay; Wu, Carol C.; Chang, Joe Y.; Al-Lazikani, Bissan; Gibbons, Christopher; Vokes, Natalie I.; Zhang, Jianjun; Lee, J. Jack; Heymach, John, V; Jaffray, David; Mirjalili, Seyedali; Wu, Jia
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
H
Hagop M. Kantarjian
H-index: 230 · Papers: 5.5K
I
Ignacio I. Wistuba
H-index: 153 · Papers: 2.8K
J
Jaffer A. Ajani
H-index: 152 · Papers: 1.7K
G
Guillermo Garcia‐Manero
H-index: 149 · Papers: 2.9K
J
J. Jack Lee
H-index: 146 · Papers: 2.8K
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