Modeling non-genetic information dynamics in cells using reservoir computing by Dipesh Niraula, Issam El Naqa, Jack Adam Tuszynski, Robert A. Gatenby

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Author Correction: Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy by Dipesh Niraula, Jamalina Jamaluddin, Martha M. Matuszak, Randall K. Ten Haken, Issam El Naqa

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Magnetic Resonance-Guided Cancer Therapy Radiomics and Machine Learning Models for Response Prediction by Jesutofunmi Ayo Fajemisin, Glebys Gonzalez, Stephen A. Rosenberg, Ghanim Ullah, Gage Redler, Kujtim Latifi, Eduardo G. Moros, Issam El Naqa

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A human-in-the-loop based Bayesian network approach to improve imbalanced radiation outcomes prediction for hepatocellular cancer patients with stereotactic body radiotherapy by Yi Luo, Kyle C. Cuneo, Theodore S. Lawrence, Martha M. Matuszak, Laura A. Dawson, Dipesh Niraula, Randall K. Ten Haken, Issam El Naqa

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A clinical decision support system for AI-assisted decision-making in response-adaptive radiotherapy (ARCliDS) by Dipesh Niraula, Wenbo Sun, Jionghua Jin, Ivo D. Dinov, Kyle Cuneo, Jamalina Jamaluddin, Martha M. Matuszak, Yi Luo, Theodore S. Lawrence, Shruti Jolly, Randall K. Ten Haken, Issam El Naqa

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434 Ionizing radiation acoustic imaging (iRAI) for volumetric mapping the dose deep in the liver during radiation therapy by Wei Zhang, Ibrahim Oraiqat, Dale Litzenberg, Kai-Wei Chang, Scott Hadley, Noora Ba Sunbul, Martha M. Matuszak, Christopher Tichacek, Eduardo G. Moros, Paul L. Carson, Kyle C. Cuneo, Xueding Wang, Issam El Naqa

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45 An integrative immune signature of complementary circulating and tumoral biomarkers maximizes the predictive power of adjuvant immunotherapeutic benefits for high-risk melanoma... by Lisa H Butterfield, Howard Streicher, Patrick Hwu, Walter J Storkus, Ahmad A Tarhini, John M Kirkwood, F Stephen Hodi, Dung-Tsa Chen, Sandra J Lee, Issam El Naqa, William A LaFramboise, Arivarasan D Karunamurthy, Timothy I Shaw, Alyssa Obermayer

898 Demonstration of the utility of real-world progression-free survival (rwPFS) by application of an IFN-γ-related signature in a real-world cohort of patients with melanoma by Xuefeng Wang, Igor Puzanov, Abdul Rafeh Naqash, Ahmad A Tarhini, George J Weiner, Phaedra Agius, Margaret E Gatti-Mays, Howard Colman, Aik Choon Tan, Issam El Naqa, Timothy I Shaw, Aakrosh Ratan, Martin D McCarter, John Carpten, Susanne M Arnold, Michelle Churchman, Michael D Radmacher, Oliver A Hampton, David M McKean, Daniel R Elgort, Robert J Rounbehler, Donghai Dai, Tingyi Li, William S Dalton

Intricacies of human–AI interaction in dynamic decision-making for precision oncology by Dipesh Niraula, Kyle C. Cuneo, Ivo D. Dinov, Brian D. Gonzalez, Jamalina B. Jamaluddin, Jionghua Judy Jin, Yi Luo, Martha M. Matuszak, Randall K. Ten Haken, Alex K. Bryant, Thomas J. Dilling, Michael P. Dykstra, Jessica M. Frakes, Casey L. Liveringhouse, Sean R. Miller, Matthew N. Mills, Russell F. Palm, Samuel N. Regan, Anupam Rishi, Javier F. Torres-Roca, Hsiang-Hsuan Michael Yu, Issam El Naqa

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