Recent Work

Association between prostate radiotherapy and survival among patients with metastatic prostate cancer by extent of disease burden Link
PS Palencia, S Smani, X Zhao et al.Dec 2025.
Association between perirectal spacer use and complications following prostate radiation therapy: Results of a national real-world data analysis. Link
PS Palencia, X Xi, X Zhao et al.Oct 2025.
Training the next generation of physicians for artificial intelligence-assisted clinical neuroradiology: ASNR MICCAI Brain Tumor Segmentation (BraTS) 2025 Lighthouse Challenge … Link
R Amiruddin, NY Yordanov, N Maleki et al.Sep 2025.
Image-Based Search in Radiology: Identification of Brain Tumor Subtypes within Databases Using MRI-Based Radiomic Features Link
M von Reppert, S Chadha, K Willms et al.Jul 2025.
An 11,000-Study Open-Access Dataset of Longitudinal Magnetic Resonance Images of Brain Metastases Link
S Chadha, D Weiss, A Janas et al.Jun 2025.
Prediction of Lymph Node Metastasis in Non–Small Cell Lung Carcinoma Using Primary Tumor Somatic Mutation Data Link
V Lee, NS Moore, J Doyle et al.May 2025.
Enhancing prognostic accuracy in lung cancer brain metastases through histopathologic feature integration and AI-based image analysis. Link
GA Breuer, D Sritharan, S Chadha et al.May 2025.
Improved Survival and Prognostication in Melanoma Patients With Brain Metastases: An Update of the Melanoma Graded Prognostic Assessment Link
PW Sperduto, KE Marqueen, E Chang et al.Apr 2025.
Analysis of the MICCAI Brain Tumor Segmentation--Metastases (BraTS-METS) 2025 Lighthouse Challenge: Brain Metastasis Segmentation on Pre-and Post-treatment MRI Link
N Maleki, R Amiruddin, AW Moawad et al.Apr 2025.
Hypofractionated radiotherapy (RT) combined with dihydroartemisinin (DHA): No synergistic effect observed in a preliminary animal study Link
Y Wang, X Yang, H Xiao et al.Mar 2025.
Isolated subsegmental pulmonary embolism identification based on international classification of diseases (ICD)-10 codes and imaging reports Link
S Rashedi, A Bejjani, AR Hunsaker et al.Mar 2025.
Validating International Classification of Diseases Code 10th Revision algorithms for accurate identification of pulmonary embolism Link
B Bikdeli, CD Khairani, A Bejjani et al.Feb 2025.
Deep Learning Identified Extra-Prostatic Extension and Seminal Vesicle Invasion as an MRI Biomarker for Prostate Cancer Outcomes Link
S Hossain, S Hossain, D Sritharan et al.Jan 2025.
Machine learning models for 3-month outcome prediction using radiomics of intracerebral hemorrhage and perihematomal edema from admission head computed tomography (CT) Link
F Dierksen, JK Sommer, AT Tran et al.Dec 2024.
A Hybrid Transformer-Convolutional Neural Network for Segmentation of Intracerebral Hemorrhage and Perihematomal Edema on Non-Contrast Head Computed Tomography (CT) with … Link
AT Tran, D Desser, T Zeevi et al.Dec 2024.
The brain tumor segmentation-metastases (brats-mets) challenge 2023: Brain metastasis segmentation on pre-treatment mri Link
AW Moawad, A Janas, U Baid et al.Dec 2024.
Enhancing clinical decision-making: An externally validated machine learning model for predicting isocitrate dehydrogenase mutation in gliomas using radiomics from presurgical … Link
J Lost, N Ashraf, L Jekel et al.Oct 2024.
Cuts: A deep learning and topological framework for multigranular unsupervised medical image segmentation Link
C Liu, M Amodio, LL Shen et al.Oct 2024.
Natural language processing of radiology reports for retrospective classification of oligometastatic non-small cell lung cancer Link
N Moore, J Laird, N Verma et al.Oct 2024.
P10. 02. AA NOVEL APPROACH CONCERNING MEDICAL EDUCATION ON AI AND ML THROUGH THE ASNR MICCAI BRATS 2023 BRAIN METASTASES CHALLENGE Link
A Janas, A Gkampenis, N Yordanov et al.Oct 2024.
Applying Language Models to Radiology Text for Identifying Oligometastatic Non-Small Cell Lung Cancer Link
NS Moore, JH Laird, N Verma et al.Oct 2024.
A Comparison of Machine Learning Models to Predict Lymph Node Metastasis with Primary Tumor Transcriptome in Non-Small Cell Lung Cancer Link
V Lee, HSM Park, S Aneja et al.Oct 2024.
Comparative Effectiveness of SBRT Link
J Shen, DV Sritharan, JB Yu et al.Nov 2024.
Racial and Ethnic Variations in the Accuracy of International Classification of Diseases 10th Revision (ICD-10) Codes for Identifying Pulmonary Embolism Link
B Bacare, S Rashedi, D Krishnathasan et al.Nov 2024.
Accuracy of Rule-based Natural Language Processing Models for Identification of Pulmonary Embolism Link
S Rashedi, D Krishnathasan, C Khairani et al.Nov 2024.
Age-and Sex-Differences in the Accuracy of Rule-based Natural Language Processing Models for Identification of Pulmonary Embolism Link
D Krishnathasan, S Rashedi, C Khairani et al.Nov 2024.
Deriving Imaging Biomarkers for Primary Central Nervous System Lymphoma Using Deep Learning Link
J Zhu, M Destito, C Dhanireddy et al.Sep 2024.
Acceleration of Volumetric Abdominal Aortic Aneurysm Measurements by Leveraging Artificial Intelligence Link
D Weiss, T Hager, M Aboian et al.Sep 2024.
Artificial Intelligence-based Morpho-volumetric Analysis of Pre-and Post-EVAR Infrarenal Abdominal Aortic Aneurysms Characterized on Computed Tomography Angiography Link
DM Weiss, T Hager, M Aboian et al.Jun 2024.
Deep learning for prediction of post-thrombectomy outcomes based on admission CT angiography in large vessel occlusion stroke Link
J Sommer, F Dierksen, T Zeevi et al.Jul 2024.
NTCP Assessment of Deep Learning Based Synthetic CT for Pelvic Radiotherapy Link
YN Wang, W Jian, X Wang et al.Jul 2024.
Lymph node metastasis prediction with non-small cell lung cancer histopathology imaging. Link
V Lee, ALO King, D Sritharan et al.May 2024.
OPTIMIZING PHENOTYPING ALGORITHMS FOR IDENTIFYING PULMONARY EMBOLISM IN ELECTRONIC DATABASES: THE MULTICENTER PE-EHR+ STUDY Link
B Bikdeli, A Bejjani, YC Lo et al.Apr 2024.
Comparison of Volumetric and 2D Measurements and Longitudinal Trajectories in the Response Assessment of BRAF V600E-Mutant Pediatric Gliomas in the Pacific Pediatric Neuro … Link
D Ramakrishnan, SC Brüningk, M von Reppert et al.Apr 2024.
A large open access dataset of brain metastasis 3D segmentations on MRI with clinical and imaging information Link
D Ramakrishnan, L Jekel, S Chadha et al.Feb 2024.
Comparison of volumetric and 2D-based response methods in the PNOC-001 pediatric low-grade glioma clinical trial Link
M Von Reppert, D Ramakrishnan, SC Brüningk et al.Jan 2024.
Cancer Informatics: Novel Methods and Applications of Artificial Intelligence in Cancer Care Delivery Link
S Aneja, RB Parikh 2024.
Enhancing Clinical Decision-Making: An Externally Validated Machine Learning Model for Predicting IDH Mutation in Gliomas using Radiomics from Pre-Surgical MRI Link
J Lost, N Ashraf, L Jekel et al.2024.
Application of novel PACS-based informatics platform to identify imaging based predictors of CDKN2A allelic status in glioblastomas Link
N Tillmanns, J Lost, J Tabor et al.Dec 2023.
Unlocking the power of ChatGPT, artificial intelligence, and large language models: practical suggestions for radiation oncologists Link
MR Waters, S Aneja, JC Hong Nov 2023.
Operational Ontology for Oncology (O3): A professional society-based, multistakeholder, consensus-driven informatics standard supporting clinical and research use of real-world … Link
CS Mayo, MU Feng, KK Brock et al.Nov 2023.
Age-and Sex-Differences in Accuracy of ICD-10 Codes for Identifying Adults With Pulmonary Embolism: PE-EHR+ Study Link
S Mahajan, YC Lo, A Bejjani et al.Nov 2023.
Pitfalls of ICD-10 Codes for Identifying Pulmonary Embolism in Electronic Records: Results From the Multicenter PE-EHR+ Study Link
B Bikdeli, A Bejjani, CD Khairani et al.Nov 2023.
Double Trouble With Identification of Isolated Sub-Segmental Pulmonary Embolism Using ICD-10 Discharge Diagnosis Codes: The PE-EHR+ Study Link
A Bejjani, CD Khairani, YC Lo et al.Nov 2023.
ICD-10 Codes Have Low Sensitivity and Suboptimal Positive Predictive Value for Identifying Cases of Pulmonary Embolism With Cor Pulmonale in Electronic Healthcare Records Link
A Bejjani, CD Khairani, YC Lo et al.Nov 2023.
Integrating [18F]-Fluorodeoxyglucose Positron Emission Tomography with Computed Tomography with Radiation Therapy and Immunomodulation in Precision … Link
CM Prendergast, E Lopci, RD Seban et al.Oct 2023.
Evaluation of commonly used real world data sources submitted to ASCO journals: Initial steps toward furthering transparent reporting Link
B Bates, B Kania, A Ketelhut et al.Oct 2023.
Screening for extranodal extension in HPV-associated oropharyngeal carcinoma: evaluation of a CT-based deep learning algorithm in patient data from a multicentre, randomised de-escalation trial. Link
Kann BH, Likitlersuang J, Bontempi D et al.Jun 2023.
Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study. Link
Bikdeli B, Lo YC, Khairani CD et al.Jun 2023.
3D Capsule Networks for Brain Image Segmentation Link
A. Avesta, Y. Hui, M. Aboian et al.May 2023.
Using ChatGPT to evaluate cancer myths and misconceptions: artificial intelligence and cancer information. Link
Johnson SB, King AJ, Warner EL et al.Mar 2023.
Comparing Detection Schemes for Adversarial Images against Deep Learning Models for Cancer Imaging. Link
Joel MZ, Avesta A, Yang DX et al.Mar 2023.
Comparing 3D, 2.5D, and 2D Approaches to Brain Image Auto-Segmentation. Link
Avesta A, Hossain S, Lin M et al.Feb 2023.
Bladder Cancer Radiation Oncology of the Future: Prognostic Modelling, Radiomics, and Treatment Planning With Artificial Intelligence. Link
Moore NS, McWilliam A, Aneja S.Jan 2023.
Selected-Lesion Stereotactic Radiosurgery in Treatment of Patients with Multiple Brain Metastases: A Single Institution Retrospective Study Link
A Mange, C Singh, BC Theriault et al.2023.
Development and Validation of MRI Imaging Biomarkers for Prostate Cancer Using Deep Learning Link
S Hossain, A Avesta, A Nene et al.2023.
Systematic literature review of machine learning algorithms using pretherapy radiologic imaging for glioma molecular subtype prediction Link
J Lost, T Verma, L Jekel et al.2023.
P13. 05. B INCORPORATION OF AI-BASED AUTOSEGMENTATION AND CLASSIFICATION INTO NEURORADIOLOGY WORKFLOW: PACS-BASED AI TO BUILD YALE GLIOMA DATASET Link
N Tillmanns, J Lost, S Merkaj et al.2023.
P13. 02. A APPLICATION OF NOVEL PACS-BASED INFORMATICS PLATFORM TO IDENTIFY IMAGING BASED PREDICTORS OF CDKN2A ALLELIC STATUS IN GLIOBLASTOMAS Link
NJ Tillmanns, J Lost, J Tabor et al.2023.
Outlook of AI in Medical Physics and Radiation Oncology Link
DX Yang, A Avesta, R Choi et al.2023.
Clinical informatics approaches to facilitate cancer data sharing Link
S Aneja, A Avesta, H Xu et al.2023.
Evaluation of studies with commonly used real world data sources submitted to ASCO journals: Initial steps toward furthering transparent reporting. Link
B Bates, B Kania, A Ketelhut et al.2023.
Artificial Intelligence in Breast Cancer Screening: Evaluation of FDA Device Regulation and Future Recommendations. Link
Potnis KC, Ross JS, Aneja S et al.Dec 2022.
Perspectives of Patients About Artificial Intelligence in Health Care. Link
Khullar D, Casalino LP, Qian Y et al.May 2022.
Premetastatic shifts of endogenous and exogenous mutational processes support consolidative therapy in EGFR-driven lung adenocarcinoma. Link
Fisk JN, Mahal AR, Dornburg A et al.Feb 2022.
Using Adversarial Images to Assess the Robustness of Deep Learning Models Trained on Diagnostic Images in Oncology. Link
Joel MZ, Umrao S, Chang E et al.Feb 2022.
Opportunities for integration of artificial intelligence into stereotactic radiosurgery practice. Link
Kotecha R, Aneja S.Oct 2021.
Public vs physician views of liability for artificial intelligence in health care. Link
Khullar D, Casalino LP, Qian Y et al.Jul 2021.
Comparison of radiomic feature aggregation methods for patients with multiple tumors. Link
Chang E, Joel MZ, Chang HY et al.May 2021.
Prevalence of Missing Data in the National Cancer Database and Association With Overall Survival. Link
Yang DX, Khera R, Miccio JA et al.Mar 2021.
Impact of tissue heterogeneity correction on Gamma Knife stereotactic radiosurgery of acoustic neuromas. Link
Peters GW, Tien CJ, Chiang V et al.2021.
National Cancer Institute Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation. Link
Kang J, Thompson RF, Aneja S et al.Jan-Feb 2021.
Comparison of Radiomic Feature Aggregation Methods for Patients with Multiple Tumors. Link
Chang E, Joel M, Chang HY et al.Nov 2020.
Provider Engagement in Radiation Oncology Data Science: Workshop Report. Link
Jain AK, Aneja S, Fuller CD et al.Aug 2020.
Multi-institutional retrospective review of stereotactic radiosurgery for brain metastasis in patients with small cell lung cancer without prior brain-directed radiotherapy. Link
Miccio JA, Barsky A, Gao S et al.2020.
Reply to A.B. Simon et al. Link
Kann BH, Payabvash S, Aneja S.Jun 2020.
Multi-Institutional Validation of Deep Learning for Pretreatment Identification of Extranodal Extension in Head and Neck Squamous Cell Carcinoma. Link
Kann BH, Hicks DF, Payabvash S et al.Apr 2020.
Imaging biomarkers for brain metastases: more than meets the eye. Link
Aneja S, Omuro A.Dec 2019.
Applications of artificial intelligence in neuro-oncology. Link
Aneja S, Chang E, Omuro A.Dec 2019.
Artificial Intelligence in Oncology: Current Applications and Future Directions. Link
Kann BH, Thompson R, Thomas CR Jr et al.Feb 2019.
Career Enrichment Opportunities at the Scientific Frontier in Radiation Oncology. Link
Thompson RF, Fuller CD, Berman AT et al.Feb 2019.
Artificial intelligence in radiation oncology: A specialty-wide disruptive transformation?. Link
Thompson RF, Valdes G, Fuller CD et al.Dec 2018.
Artificial Intelligence in Radiation Oncology Imaging. Link
Thompson RF, Valdes G, Fuller CD et al.Nov 2018.
Impact of Health Insurance Status on Prostate Cancer Treatment Modality Selection in the United States. Link
Bledsoe TJ, Park HS, Rutter CE et al.Nov 2018.
The Future of Artificial Intelligence in Radiation Oncology. Link
Thompson RF, Valdes G, Fuller CD et al.Oct 2018.
Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks. Link
Kann BH, Aneja S, Loganadane GV et al.Sep 2018.
MRI-Ultrasound Fusion Targeted Biopsy of Prostate Imaging Reporting and Data System Version 2 Category 5 Lesions Found False-Positive at Multiparametric Prostate MRI. Link
Sheridan AD, Nath SK, Aneja S et al.May 2018.
Risk of Clinically Significant Prostate Cancer Associated With Prostate Imaging Reporting and Data System Category 3 (Equivocal) Lesions Identified on Multiparametric Prostate MRI. Link
Sheridan AD, Nath SK, Syed JS et al.Feb 2018.
Annual Facility Treatment Volume and Patient Survival for Mycosis Fungoides and Sézary Syndrome. Link
Kann BH, Park HS, Yeboa DN et al.Aug 2017.
Differences in Funding Sources of Phase III Oncology Clinical Trials by Treatment Modality and Cancer Type. Link
Jairam V, Yu JB, Aneja S et al.Jun 2017.
Concurrent chemoradiotherapy versus radiotherapy alone for "biopsy-only" glioblastoma multiforme. Link
Kole AJ, Park HS, Yeboa DN et al.Aug 2016.
A PHASE II TRIAL OF BALLOON-CATHETER PARTIAL BREAST BRACHYTHERAPY OPTIMIZATION IN THE TREATMENT OF STAGE 0, I AND IIA BREAST CARCINOMA. Link
Nath SK, Chen ZJ, Rowe BP et al.Dec 2014.
Comparative effectiveness research in radiation oncology: stereotactic radiosurgery, hypofractionation, and brachytherapy. Link
Aneja S, Yu JB.Jan 2014.
National residency matching program results for radiation oncology: 2012 update. Link
Aneja S, Wilson LD, Haffty BG et al.Jul 2013.
The influence of regional health system characteristics on the surgical management and receipt of post operative radiation therapy for glioblastoma multiforme. Link
Aneja S, Khullar D, Yu JB.May 2013.
Computerized interactive educational tools used to improve use of sun-protective clothing and sunscreen: a randomized controlled study. Link
Aneja S, Brimhall AK, Aneja S et al.Nov 2012.
Improvement in Patient Performance of Skin Self-examinations After Intervention With Interactive Education and Telecommunication Reminders: A Randomized Controlled Study. Link
Aneja S, Brimhall AK, Kast DR et al.Nov 2012.
On dermatologist density and melanoma mortality-reply. Link
Aneja S, Aneja S, Bordeaux JS.Sep 2012.
National Residency Matching Program (NRMP) results for radiation oncology: 2011 update. Link
Aneja S, Wilson LD, Haffty BG et al.Jul 2012.
Hypofractionated radiation therapy for prostate cancer: risks and potential benefits in a fiscally conservative health care system. Link
Aneja S, Pratiwadi RR, Yu JB.Jun 2012.
Geographic analysis of the radiation oncology workforce. Link
Aneja S, Smith BD, Gross CP et al.Apr 2012.
Association of increased dermatologist density with lower melanoma mortality. Link
Aneja S, Aneja S, Bordeaux JS.Feb 2012.
US cardiologist workforce from 1995 to 2007: modest growth, lasting geographic maldistribution especially in rural areas. Link
Aneja S, Ross JS, Wang Y et al.Dec 2011.
Geographical information systems: applications and limitations in oncology research. Link
Aneja S, Gross CP, Soulos PR et al.Nov 2011.
National residency matching program (NRMP) results for radiation oncology: 2010 update. Link
Aneja S, Wilson LD, Haffty BG et al.May 2011.
Association between admission neutrophil to lymphocyte ratio and outcomes in patients with acute coronary syndrome. Link
Tamhane UU, Aneja S, Montgomery D et al.Sep 2008.