Issam El Naqa

Also affiliated with Moffitt Cancer Center

MedicinePhysics and AstronomyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 64 papers. Top paper: “National Cancer Institute Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation”.

National Cancer Institute Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation

Practical Radiation Oncology(2020)10.1016/j.prro.2020.06.001

N/A

1.4DataRank · unranked

26 citations

Reid F. Thompson, Sanjay Aneja, Constance Lehman, Andrew Trister, James Zou +3 more

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Radiology(2020)10.1148/radiol.2020191145

N/A

1.2DataRank · unranked

3976 citations

Martin Vallières, Mahmoud A. Abdalah, Hugo J.W.L. Aerts, Vincent Andrearczyk, Aditya Apte +58 more

Liver metastasis restrains immunotherapy efficacy via macrophage-mediated T cell elimination

Nature Medicine(2021)10.1038/s41591-020-1131-x

N/A

1.0DataRank · unranked

990 citations

Michael D. Green, Shasha Li, Yilun Sun, Sara N. Journey, Jae Eun Choi +35 more

Prostate Stereotactic Body Radiation Therapy: An Overview of Toxicity and Dose Response

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.09.054

N/A

0.678DataRank · unranked

91 citations

Panayiotis Mavroidis, Trevor J. Royce, Aaron D. Falchook, Sean P. Collins, Stephen A. Sapareto +8 more

Tumor Control Probability Modeling and Systematic Review of the Literature of Stereotactic Body Radiation Therapy for Prostate Cancer

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.08.014

N/A

0.581DataRank · unranked

47 citations

Panayiotis Mavroidis, Kyle Wang, Aaron D. Falchook, Nathan Sheets, Donald B. Fuller +10 more

Artificial Intelligence for Response Evaluation With PET/CT

Seminars in Nuclear Medicine(2020)10.1053/j.semnuclmed.2020.10.003

N/A

0.510DataRank · unranked

29 citations

Issam El Naqa, Lise Wei

A Primer on Dose-Response Data Modeling in Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.11.020

N/A

0.489DataRank · unranked

25 citations

Lawrence B. Marks, Jimm Grimm, Andrew Jackson, Michael T. Milano, Jona A. Hattangadi‐Gluth +5 more

Precision radiotherapy via information integration of expert human knowledge and AI recommendation to optimize clinical decision making

Computer Methods and Programs in Biomedicine(2022)10.1016/j.cmpb.2022.106927

N/A

0.464DataRank · unranked

21 citations

Dipesh Niraula, Issam El Naqa, Randall K. Ten Haken, Ivo D. Dinov, Kyle C. Cuneo +2 more

Artificial Intelligence for Outcome Modeling in Radiotherapy

Seminars in Radiation Oncology(2022)10.1016/j.semradonc.2022.06.005

N/A

0.434DataRank · unranked

17 citations

Andrew Hope, Thomas J. Dilling, Laura A. Dawson, R. Ten Haken, Issam El Naqa +1 more

Fine Motor Skill Decline After Brain Radiation Therapy—A Multivariate Normal Tissue Complication Probability Study of a Prospective Trial

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.04.033

N/A

0.423DataRank · unranked

7 citations

Mia Salans, Roshan Karunamuni, Soumya Unnikrishnan, Minh‐Phuong Huynh‐Le, M.D. Tibbs +8 more

Improved prediction of radiation pneumonitis by combining biological and radiobiological parameters using a data-driven Bayesian network analysis

Translational Oncology(2022)10.1016/j.tranon.2022.101428

N/A

0.345DataRank · unranked

9 citations

David Karnak, Ming Tang, Ralph Jiang, Yi Luo, Philip S. Boonstra +17 more

Presurgical Upgrade Prediction of DCIS to Invasive Ductal Carcinoma Using Time-dependent Deep Learning Models with DCE MRI

Radiology Artificial Intelligence(2024)10.1148/ryai.230348

N/A

0.330DataRank · unranked

8 citations

Dana Ataya, Mahmoud A. Abdalah, Olya Stringfield, Marilyn M. Bui, Natarajan Raghunand +3 more

MIDRC CRP10 AI interface—an integrated tool for exploring, testing and visualization of AI models

Physics in Medicine and Biology(2023)10.1088/1361-6560/acb754

N/A

0.312DataRank · unranked

7 citations

Eduardo Carranza, Jordan Fuhrman, Hui Li, Ravi Madduri, Maryellen L. Giger +2 more

Deep learning prediction of post‐SBRT liver function changes and NTCP modeling in hepatocellular carcinoma based on DGAE‐MRI

Medical Physics(2023)10.1002/mp.16386

N/A

0.312DataRank · unranked

7 citations

Madhava Aryal, Kyle C. Cuneo, M.M. Matuszak, Theodore S. Lawrence, Randall K. Ten Haken +3 more

Application of radiochromic gel dosimetry to commissioning of a megavoltage research linear accelerator for small‐field animal irradiation studies

Medical Physics(2020)10.1002/mp.14685

N/A

0.292DataRank · unranked

6 citations

Ibrahim Oraiqat, Benjamin Rosen, C. A. Miller, Christopher A. Meert, M.M. Matuszak +5 more

The Biophysics of Flash Radiotherapy: Tools for Measuring Tumor and Normal Tissues Microenvironment

Preprints.org(2025)10.20944/preprints202505.2420.v1

N/A

0.208DataRank · unranked

3 citations

Issam El Naqa, Islam G. Ali

Imaging response assessment for predicting outcomes after bioselection chemotherapy in larynx cancer: A secondary analysis of two prospective trials

Clinical and Translational Radiation Oncology(2021)10.1016/j.ctro.2021.12.006

N/A

0.207DataRank · unranked

2 citations

Julia M. Pakela, E Jaworski, Issam El Naqa, Jennifer Shah, Peter G. Hawkins +17 more

Author Correction: Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy

Scientific Reports(2023)10.1038/s41598-023-28810-x

N/A

0.165DataRank · unranked

2 citations

Jamalina Jamaluddin, M.M. Matuszak, Randall K. Ten Haken, Issam El Naqa, Dipesh Niraula

A deep survival interpretable radiomics model of hepatocellular carcinoma patients

Physica Medica(2021)10.1016/j.ejmp.2021.02.013

N/A

0DataRank · unranked

52 citations

Dawn Owen, Benjamin Rosen, Xinzhou Guo, Kyle C. Cuneo, Theodore S. Lawrence +3 more

A situational awareness Bayesian network approach for accurate and credible personalized adaptive radiotherapy outcomes prediction in lung cancer patients

Physica Medica(2021)10.1016/j.ejmp.2021.05.032

N/A

0DataRank · unranked

19 citations

Shruti Jolly, David A. Palma, Theodore S. Lawrence, H. Eric Tseng, Gilmer Valdés +4 more

A simulation study of ionizing radiation acoustic imaging (iRAI) as a real‐time dosimetric technique for ultra‐high dose rate radiotherapy (UHDR‐RT)

Medical Physics(2021)10.1002/mp.15188

N/A

0DataRank · unranked

17 citations

Wei Zhang, Ibrahim Oraiqat, Dale W. Litzenberg, Kwok L. Lam, Kyle C. Cuneo +8 more

Radiomic and radiogenomic modeling for radiotherapy: strategies, pitfalls, and challenges

Journal of Medical Imaging(2021)10.1117/1.jmi.8.3.031902

N/A

0DataRank · unranked

19 citations

Giacomo Pirovano, Issam El Naqa, James T. Coates

Investigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy

Advances in Radiation Oncology(2021)10.1016/j.adro.2021.100666

N/A

0DataRank · unranked

10 citations

Yilun Sun, Philip S. Boonstra, Matthew McFarlane, Benjamin L. Viglianti, James M. Balter +8 more

Measuring Tumor Microenvironment pH During Radiotherapy Using a Novel Cerenkov Emission Multispectral Optical Probe Based on Silicon Photomultipliers

Frontiers in Physics(2021)10.3389/fphy.2021.636001

N/A

0DataRank · unranked

1 citations

Essam Al-Snayyan, Andrew Calcaterra, Roy Clarke, Alnawaz Rehemtulla, Issam El Naqa +1 more

In Reply to Schultheiss

International Journal of Radiation Oncology*Biology*Physics(2021)10.1016/j.ijrobp.2021.03.019

N/A

0DataRank · unranked

1 citations

Jona A. Hattangadi‐Gluth, Minh‐Phuong Huynh‐Le, Lawrence B. Marks, Jimm Grimm, Michael T. Milano +5 more

88 Evidence of enhanced immune activation within the tumor microenvironment and the circulation of female patients with high-risk melanoma compared to males

Regular and Young Investigator Award Abstracts(2021)10.1136/jitc-2021-sitc2021.088

N/A

0DataRank · unranked

1 citations

Aik Choon Tan, Issam El Naqa, Sandra Lee, F. Stephen Hodi, Lisa H. Butterfield +9 more

87 Enhanced immunogenicity within the tumor microenvironment and the circulation of high-risk melanoma patients with unknown primary compared to those whose primary melanoma is known

Journal for ImmunoTherapy of Cancer(2021)10.1136/jitc-2021-sitc2021.087

N/A

0DataRank · unranked

0 citations

Aik Choon Tan, Issam El Naqa, Sandra Lee, F. Stephen Hodi, Lisa H. Butterfield +8 more

A human-in-the-loop based Bayesian network approach to improve imbalanced radiation outcomes prediction for hepatocellular cancer patients with stereotactic body radiotherapy

Frontiers in Oncology(2022)10.3389/fonc.2022.1061024

N/A

0DataRank · unranked

13 citations

Kyle C. Cuneo, Theodore S. Lawrence, M.M. Matuszak, Laura A. Dawson, Dipesh Niraula +3 more

ARCliDS: A Clinical Decision Support System for AI-assisted Decision-Making in Response-Adaptive Radiotherapy

medRxiv(2022)10.1101/2022.09.23.22280215

N/A

0DataRank · unranked

3 citations

Wenbo Sun, Jionghua Jin, Ivo D. Dinov, Kyle C. Cuneo, Jamalina Jamaluddin +7 more

AI and machine learning ethics, law, diversity, and global impact

British Journal of Radiology(2023)10.1259/bjr.20220934

N/A

0DataRank · unranked

76 citations

Skylar Kyzer, Valerie Nemov, Issam El Naqa, Katherine Drabiak

Real-time, volumetric imaging of radiation dose delivery deep into the liver during cancer treatment

Nature Biotechnology(2023)10.1038/s41587-022-01593-8

N/A

0DataRank · unranked

48 citations

Ibrahim Oraiqat, Dale W. Litzenberg, Kai‐Wei Chang, Scott Hadley, Noora Ba Sunbul +8 more

A clinical decision support system for AI-assisted decision-making in response-adaptive radiotherapy (ARCliDS)

Scientific Reports(2023)10.1038/s41598-023-32032-6

N/A

0DataRank · unranked

48 citations

Wenbo Sun, Jionghua Jin, Ivo D. Dinov, Kyle C. Cuneo, Jamalina Jamaluddin +7 more

The Promise and Future of Radiomics for Personalized Radiotherapy Dosing and Adaptation

Seminars in Radiation Oncology(2023)10.1016/j.semradonc.2023.03.003

N/A

0DataRank · unranked

28 citations

Lise Wei, Issam El Naqa, Jing Wang, Rachel Ger

Deep Learning-Guided Dosimetry for Mitigating Local Failure of Patients With Non-Small Cell Lung Cancer Receiving Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics(2023)10.1016/j.ijrobp.2023.11.059

N/A

0DataRank · unranked

11 citations

Paymen Ghasemi Saghand, Thomas J. Dilling, Bradford A. Perez, Stephen A. Rosenberg, Issam El Naqa +1 more

A Lasso Cox score consisting of CTLA4+ regulatory T cells (Treg), monocytic myeloid derived suppressor cells (M-MDSC), and CXCR3+ CD8+ T cells: Association with adjuvant ipilimumab (ipi) survival outcomes in patients (pts) with high-risk melanoma.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.e21557

N/A

0DataRank · unranked

0 citations

Timothy I. Shaw, Sandra J. Lee, F. Stephen Hodi, Patrick Hwu, Dung‐Tsa Chen +7 more

Magnetic Resonance-Guided Cancer Therapy Radiomics and Machine Learning Models for Response Prediction

Tomography(2024)10.3390/tomography10090107

N/A

0DataRank · unranked

4 citations

Glebys Gonzalez, Stephen A. Rosenberg, Ghanim Ullah, Gage Redler, Kujtim Latifi +3 more

Modeling non-genetic information dynamics in cells using reservoir computing

iScience(2024)10.1016/j.isci.2024.109614

N/A

0DataRank · unranked

5 citations

Issam El Naqa, Jack A. Tuszyński, Robert A. Gatenby, Dipesh Niraula

Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI

arXiv (Cornell University)(2024)10.48550/arxiv.2401.12132

N/A

0DataRank · unranked

0 citations

Issam El Naqa, John D. Mayfield

Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis using Sequential Multisequence MRI

Research Square(2024)10.21203/rs.3.rs-3888632/v1

N/A

0DataRank · unranked

0 citations

Issam El Naqa, John E. Mayfield

Intricacies of human–AI interaction in dynamic decision-making for precision oncology

Nature Communications(2025)10.1038/s41467-024-55259-x

N/A

0DataRank · unranked

33 citations

Kyle C. Cuneo, Ivo D. Dinov, Brian D. Gonzalez, Jamalina Jamaluddin, Jionghua Jin +17 more

Software Support Tools for Reirradiation: A Report From Reirradiation Collaborative Group (ReCOG) 2024

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2024.12.023

N/A

0DataRank · unranked

16 citations

Piotr Andrzejewski, Alanah Bergman, Nick Chng, Issam El Naqa, Philipp Freislederer +18 more

Real-Time Dose-Guided Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2025.04.019

N/A

0DataRank · unranked

16 citations

Issam El Naqa, Martin F. Fast, Emily A. Hewson, Nicholas Hindley, P.R. Poulsen +4 more

The Biophysics of Flash Radiotherapy: Tools for Measuring Tumor and Normal Tissues Microenvironment

Antioxidants(2025)10.3390/antiox14080899

N/A

0DataRank · unranked

2 citations

Issam El Naqa, Islam G. Ali

General artificial intelligence for the diagnosis and treatment of cancer: the rise of foundation models

BJR|Artificial Intelligence(2025)10.1093/bjrai/ubaf015

N/A

0DataRank · unranked

1 citations

Palak Dave, Issam El Naqa, Ali A Tarhini

The Role of PET Image Quantification in Modern Radiation Therapy

PET Clinics(2025)10.1016/j.cpet.2025.07.008

N/A

0DataRank · unranked

0 citations

Issam El Naqa, Ahmed Abdelrahman

Learning the Phenotype of Medical Hallucinations

Research Square(2025)10.21203/rs.3.rs-7475667/v1

N/A

0DataRank · unranked

0 citations

Luís Felipe, Monique Shotande, Muntasir Zitu, Elier Méndez Delgado, Ghulam Rasool +4 more

Clinical Pilot Study of Ionizing Radiation Acoustic Imaging for Real-Time Visualization of Radiation Therapy Dose Delivery in Cancer Patients

International Journal of Radiation Oncology*Biology*Physics(2025)10.1016/j.ijrobp.2025.12.006

N/A

0DataRank · unranked

0 citations

Wei Zhang, Dale W. Litzenberg, Yaocai Huang, Scott Hadley, Ibrahim Oraiqat +9 more

Tumor Control Probability of Radiosurgery and Fractionated Stereotactic Radiosurgery for Brain Metastases

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.10.034

N/A

0DataRank · unranked

181 citations

Chengcheng Gui, Stanley Benedict, Michael T. Milano, Jimm Grimm, John A. Vargo +9 more

Introduction to machine and deep learning for medical physicists

Medical Physics(2020)10.1002/mp.14140

N/A

0DataRank · unranked

131 citations

H. Eric Tseng, Julia M. Pakela, Randall K. Ten Haken, Issam El Naqa, Sunan Cui

Dosimetric Analysis and Normal-Tissue Complication Probability Modeling of Child-Pugh Score and Albumin-Bilirubin Grade Increase After Hepatic Irradiation

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.04.027

N/A

0DataRank · unranked

69 citations

Issam El Naqa, Nina N. Sanford, B. Noe, Jennifer Y. Wo, Christine E. Eyler +7 more

Characterization of the Tumor Immune Microenvironment Identifies M0 Macrophage-Enriched Cluster as a Poor Prognostic Factor in Hepatocellular Carcinoma

JCO Clinical Cancer Informatics(2020)10.1200/cci.20.00077

N/A

0DataRank · unranked

56 citations

Neil Jairath, Theodore S. Lawrence, Issam El Naqa, Mark Farha

Dual-Modality X-Ray-Induced Radiation Acoustic and Ultrasound Imaging for Real-Time Monitoring of Radiotherapy

BME Frontiers(2020)10.34133/2020/9853609

N/A

0DataRank · unranked

50 citations

Ibrahim Oraiqat, Hao Lei, Paul L. Carson, Issam El Naqa, Xueding Wang +1 more

Predicting late radiation-induced xerostomia with parotid gland PET biomarkers and dose metrics

Radiotherapy and Oncology(2020)10.1016/j.radonc.2020.03.037

N/A

0DataRank · unranked

22 citations

Michelle Mierzwa, Keith Casper, Charles S. Mayo, Matthew J. Schipper, Avraham Eisbruch +5 more

Tumor Immune Microenvironment Clusters in Localized Prostate Adenocarcinoma: Prognostic Impact of Macrophage Enriched/Plasma Cell Non-Enriched Subtypes

Journal of Clinical Medicine(2020)10.3390/jcm9061973

N/A

0DataRank · unranked

21 citations

Mark Farha, Sudharsan Srinivasan, Ruple Jairath, Michael D. Green, Robert T. Dess +8 more

Oncology Informatics: Status Quo and Outlook

Oncology(2020)10.1159/000507586

N/A

0DataRank · unranked

9 citations

Michael Baudis, Beth M. Beadle, Issam El Naqa, Frank A. Giordano, Nils H. Nicolay +1 more

An ionizing radiation acoustic imaging (iRAI) technique for real‐time dosimetric measurements for FLASH radiotherapy

Medical Physics(2020)10.1002/mp.14358

N/A

0DataRank · unranked

40 citations

Wei Zhang, Dale W. Litzenberg, Kwok L. Lam, Noora Ba Sunbul, Jean M. Moran +5 more

Stereotactic Radiosurgery for Vestibular Schwannomas: Tumor Control Probability Analyses and Recommended Reporting Standards

International Journal of Radiation Oncology*Biology*Physics(2020)10.1016/j.ijrobp.2020.11.019

N/A

0DataRank · unranked

32 citations

Michael T. Milano, Jinyu Xue, Wolfgang A. Tomé, Ellen Yorke, Jason P. Sheehan +9 more

Radiation Dose–Volume Effects in the Brain

UNC Libraries(2020)10.17615/t92y-5e56

N/A

0DataRank · unranked

7 citations

Adam P. Dicker, Thomas E. Merchant, Lawrence B. Marks, Yaacov Richard Lawrence, Carol A. Hahn +2 more

Radiation Dose–Volume Effects and the Penile Bulb

UNC Libraries(2020)10.17615/1asx-8367

N/A

0DataRank · unranked

0 citations

Mack Roach, Jiho Nam, Giovanna Gagliardi, Issam El Naqa, Lawrence B. Marks +1 more

Requirements and reliability of AI in the medical context

Physica Medica(2021)10.1016/j.ejmp.2021.02.024

N/A

0DataRank · unranked

90 citations

Ross Mitchell, Issam El Naqa, Yoganand Balagurunathan

Neurocognitive Effects and Necrosis in Childhood Cancer Survivors Treated With Radiation Therapy: A PENTEC Comprehensive Review

International Journal of Radiation Oncology*Biology*Physics(2021)10.1016/j.ijrobp.2020.11.073

N/A

0DataRank · unranked

75 citations

Peter L. Stavinoha, Warissara Rongthong, N. Patrik Brodin, Susan L. McGovern, Issam El Naqa +10 more

Integrating Multiomics Information in Deep Learning Architectures for Joint Actuarial Outcome Prediction in Non-Small Cell Lung Cancer Patients After Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics(2021)10.1016/j.ijrobp.2021.01.042

N/A

0DataRank · unranked

70 citations

Randall K. Ten Haken, Issam El Naqa, Sunan Cui

Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy

Scientific Reports(2021)10.1038/s41598-021-02910-y

N/A

0DataRank · unranked

56 citations

Jamalina Jamaluddin, M.M. Matuszak, Randall K. Ten Haken, Issam El Naqa, Dipesh Niraula

Stereotactic Body Radiation Therapy for Spinal Metastases: Tumor Control Probability Analyses and Recommended Reporting Standards

International Journal of Radiation Oncology*Biology*Physics(2021)10.1016/j.ijrobp.2020.11.021

N/A

0DataRank · unranked

55 citations

Jimm Grimm, Michael T. Milano, Jinyu Xue, Arjun Sahgal, Ellen Yorke +11 more