Publications

• Peer-Reviewed2025
  Empowering Global Hematology-Oncology Education: Assessing the Impact of a Virtual Platform in Combating Educational Inequity
  Leyfman Y., Cortiana V., Balasubramanian M., Menon G.P., Joshi M., Van de Kieft A., Chorya H., Ghazal J., Coloma H.S., Khasawneh G., Gambill J., Park C.H., and Loaiza-Bonilla A. JCO Global Oncology. 2025;11:e2500190.
  DOI: 10.1200/GO-25-00190 View source
  JCO Global Oncology
• Peer-Reviewed2025
  RadOncRAG: A Novel Retrieval-Augmented Generation Framework Improves Large Language Model Benchmark Performance in Radiation Oncology
  Thaker N.G., Redjal N., Dicker A., Loaiza-Bonilla A., et al.JCO Clinical Cancer Informatics. 2025;9:e2500220. Epub Nov 14, 2025. PMID: 41237352.
  DOI: 10.1200/CCI-25-00220 View source
  JCO Clinical Cancer Informatics.
• Peer-Reviewed2025
  Harnessing Moravec's Paradox in Health Care: A New Era of Collaborative Intelligence
  Loaiza-Bonilla A., Penberthy S. NEJM AI. 2025;2(5):AIp2500005.
  DOI: 10.1056/AIp2500005 NEJM AI Artificial Intelligence Healthcare Innovation View source
  NEJM AI
• Peer-Reviewed2026
  A Unified Framework for Pre-Screening and Screening Tools in Oncology Clinical Trials
  Horgan D., Paulson J., Loaiza-Bonilla A., et al. npj Precision Oncology (Nature). 2026.
  DOI: 10.1038/s41698-026-01306-3 Nature Precision Oncology Clinical Trials Artificial Intelligence View source
  npj Precision Oncology (Nature)
• Peer-Reviewed2026
  Evaluating Multimodal LLMs for Information Extraction from Oncology Reports Requires a Clinically Curated Ground Truth—Two-Phase Evaluation of GPT-4.1 versus GPT-4.0
  Loaiza-Bonilla A., Thaker N.G., Tuysuz E., Yerdan S., Kurnaz S. AI in Precision Oncology. 2026;0(0).
  DOI: 10.1177/2993091X251409792 Precision Oncology Large Language Models Multimodal AI Clinical NLP View source
  AI in Precision Oncology
• Peer-Reviewed2017
  Feasibility of Precision Oncology Virtual Tumor Boards
  Loaiza-Bonilla A., Kurnaz S., Johnston K., Culcuoglu C., Arango B. Ann Oncol. 2017 Nov 6. Ranked Top 7 article in Annals of Oncology.
  View source
  Annals of Oncology
ASCO Publications & Abstracts
• ASCO · JCO2024
  Effect of a novel artificial intelligence (AI)–enabled multi-trial matching system on patient matching using real-world data
  Kurnaz S., Loaiza-Bonilla A., Castañeda D. C, Huner O., Giritlioglu D., Precision Cancer Consortium. J Clin Oncol. 2024;42(16_suppl):e13501.
  DOI: 10.1200/JCO.2024.42.16_suppl.e13501 View source
  JCO (ASCO)
• ASCO · JCO2025
  Transforming oncology clinical trial matching through multi-agent AI and oncology-specific knowledge graphs: A prospective evaluation in 5,800 patients
  Loaiza-Bonilla A., et al. J Clin Oncol. 2025;43(16_suppl):1554.
  DOI: 10.1200/JCO.2025.43.16_suppl.1554 View source
  JCO (ASCO)
• ASCO · JCO2025
  Performance evaluation of an AI-powered system for clinical trial matching in oncology
  Leyfman, Y., Loaiza-Bonilla, A., Cortiana, V., Tuysuz, E., Kurnaz, S., Huner, O., Giritlioglu, D., Noel Meza, J. P., & Culcuoglu, C. J Clin Oncol. 2025;43(16_suppl):e13621.
  DOI: 10.1200/JCO.2025.43.16_suppl.e13621 View source
  JCO (ASCO)
• ASCO · JCO2021
  Outcomes and applicability of a deep learning virtual tumor board (DLVTB) in community-dwelling colorectal cancer (CRC) patients
  Desai, A., Loaiza-Bonilla, A., Culcuoglu, C., Johnston, K., & Kurnaz, S. J Clin Oncol. 2021;39(15_suppl):e18635.
  DOI: 10.1200/JCO.2021.39.15_suppl.e18635 View source
  JCO (ASCO)
• ASCO GI · Poster2019
  SYNERGY-AI: Artificial intelligence based precision oncology clinical trial matching and registry
  Kurnaz, S., & Loaiza-Bonilla, A. ASCO Gastrointestinal Cancers Symposium; 2019. Poster.
  View source
  ASCO GI
ASH / Blood Abstracts
• Conference Abstract2025
  Retrieval-Augmented GPT-4 Improves NCCN-Concordant Lymphoma Treatment Recommendations
  Yost C., Monick S., Loaiza-Bonilla A., et al. Blood (ASH Annual Meeting). 2025;146(Supplement 1):7914.
  DOI: 10.1182/blood-2025-7914 ASH Hematologic Malignancies Artificial Intelligence View source
  Blood (ASH Annual Meeting)
White Papers and Technical Reports
• White Paper / Technical Report2025
  AI in Clinical Trials: An Executable, Equitable Operating System
  Loaiza-Bonilla A, Kurnaz S, Çulcuoğlu ÇM. DPHARM2025; September 2025.
  View source
  DPHARM 2025
Conference Presentations
• Conference2026
  AI-Powered Trial Matching for Immune & Cell Therapies: Real-World Validation of an mCODE-Aligned GPT-4o Platform
  Leyfman Y., Loaiza-Bonilla A., et al.Transplantation and Cellular Therapy. 2026;32(2 Suppl):S303–S304.
  View source
  Transplantation and Cellular Therapy.
• Conference2026
  Advancing Equity in Immune & Cell Therapy Education: Global Impact of a Virtual Oncology Platform
  Leyfman Y., Cortiana V., Loaiza-Bonilla A.Transplantation and Cellular Therapy. 2026;32(2 Suppl):S320–S321.
  DOI: 10.1016/j.jtct.2025.12.463 View source
  Transplantation and Cellular Therapy.
• Conference2025
  ASCO/ESMO Joint Session: Advancing Cancer Research Through Patient-Centric Pre-Screening Hubs Leveraging Digital Technologies
  Loaiza-Bonilla A. ASCO 2025 Annual Meeting; June 3 2025.
  View source
  ASCO 2025
• Conference2025
  PCC Drop-In Session
  Kurnaz S. ASCO 2025 Annual Meeting; May 30 2025.
  ASCO 2025
Academic Publications by Co-founders
• Peer-Reviewed2020
  Clinical impact of COVID-19 on patients with cancer (CCC19): a cohort study
  Kuderer NM, Choueiri TK, Shah DP, et al.; Loaiza-Bonilla A, co-author. Lancet. 2020;395(10241):1907-1918.
  Available here
  The Lancet
• Peer-Reviewed2021
  Association of clinical factors and recent anticancer therapy with COVID-19 severity among patients with cancer
  Grivas P, Khaki AR, Wise-Draper TM, et al.; Loaiza-Bonilla A, co-author. Ann Oncol. 2021;32(6):787-800.
  Available here
  Annals of Oncology
• Peer-Reviewed2019
  Effect of gemcitabine and nab-paclitaxel with or without hydroxychloroquine on patients with advanced pancreatic cancer: a phase 2 randomized clinical trial
  Karasic TB, O'Hara MH, Loaiza-Bonilla A, et al. JAMA Oncol. 2019;5(7):993-998.
  Available here
  JAMA Oncology
Editorials & Special Issues
• Editorial2025
  Guest Editor – Special Issue: The Use of Artificial Intelligence in Predicting Response to Cancer Therapy
  Loaiza-Bonilla A. Cancers (Basel).
  DOI: 10.3390/cancers17213549 Guest Editor Artificial Intelligence Oncology View source
  Cancers (Basel)
Media Interviews and Opinion Articles
• Media · Interview2020
  Authority Magazine Interview with Dr. Selin Kurnaz
  Kurnaz S. Authority Magazine; December 25 2020.
  Available here
  Authority Magazine
• Media · Opinion2025
  From Dr Google to AI: Why Moravec's Paradox Still Matters
  Loaiza-Bonilla A. Medscape; May 22 2025.
  Available here
  Medscape
• Media · Thought LeadershipOngoing
  Medscape – “Practical AI” Column
  Loaiza-Bonilla A. Medscape. Ongoing expert commentary.
  Artificial Intelligence Clinical Practice Thought Leadership Available here
  Medscape
• Media · Opinion2022
  Re-engineering Cancer Clinical Trials at Scale
  Kurnaz S. MedCity News.
  Available here
  MedCity News
Industry Publications
• Industry2020
  In the Search of AI for Oncology
  Culcuoglu CM, Loaiza-Bonilla A. HealthTech Magazines; March 13 2020.
  Available here
  HealthTech Magazines
Video Content and Interviews
• Video2022
  Age of Artificial Intelligence
  Culcuoglu C. YouTube – Massive Bio Channel; September 27 2022.
  Watch here
  YouTube
• Video2022
  Massive Future with Our Technology
  Kurnaz S. YouTube – Massive Bio Channel; September 6 2022.
  Watch here
  YouTube
• Video2024
  Finding Hope in the Battle Against Cancer
  Massive Bio Channel; March 26 2024.
  Watch here
  YouTube
Company Publications
• Company · Magazine2025
  Massive Bio Magazine – Debut Issue
  Massive Bio Magazine; August 2025. Languages: English, Italian, Spanish, Polish, Turkish.
• Company · Magazine2024
  Massive Bio Magazine – Latest Issue
  Massive Bio Magazine; September 2024. Topics: AI in Cancer Care; Climate Change and Cancer; Clinical Trial Innovations.