Tumor burden quantified by soluble B-cell maturation antigen and metabolic tumor volume determines myeloma CAR-T outcomes

Authors: Freeman, Ciara L. ^{1, ∗}, Noble, Jerald ², Menges, Meghan ², Villanueva, Ricardo ³, Nakashima, Justyn Y. ⁴, Figura, Nicholas B. ⁴, Tonseth, Rolf Petter ⁵, Werner Idiaquez, Dietrich ⁶, Skelson, Lawrence ¹, Smith, Eric ¹, Abraham-Miranda, Julieta ², Corallo, Salvatore ², De Avila, Gabriel ², Castaneda Puglianini, Omar A. ¹, Liu, Hien ¹, Alsina, Melissa ¹, Nishihori, Taiga ¹, Shain, Kenneth H. ⁷, Baz, Rachid ⁷, Blue, Brandon ⁷, Grajales-Cruz, Ariel ⁷, Koomen, John M. ⁸, Atkins, Reginald M. ², Hansen, Doris K. ¹, S. Silva, Ariosto ⁹, Kim, Jongphil ¹⁰, Balagurunathan, Yoganand ¹¹, Locke, Frederick L. ¹

Source: In Blood October 2024

Representation of Deep Features using Radiologist defined Semantic Features

Authors: Paul, Rahul, Liu, Ying, Li, Qian, Hall, Lawrence, Goldgof, Dmitry, Balagurunathan, Yoganand, Schabath, Matthew, Gillies, Robert

Source: 2018 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2018 International Joint Conference on. :1-7 Jul, 2018

Relation: 2018 International Joint Conference on Neural Networks (IJCNN)

Improving malignancy prediction through feature selection informed by nodule size ranges in NLST

Authors: Cherezov, Dmitry, Hawkins, Samuel, Goldgof, Dmitry, Hall, Lawrence, Balagurunathan, Yoganand, Gillies, Robert J., Schabath, Matthew B.

Source: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on. :001939-001944 Oct, 2016

Relation: 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Extracellular Microvesicle MicroRNAs and Imaging Metrics Improve the Detection of Aggressive Prostate Cancer: A Pilot Study.

Authors: Avasthi, Kapil K., Choi, Jung W., Glushko, Tetiana, Manley, Brandon J., Yu, Alice, Park, Jong Y., Brown, Joel S., Pow-Sang, Julio, Gantenby, Robert, Wang, Liang, Balagurunathan, Yoganand

Source: Cancers; Mar2025, Vol. 17 Issue 5, p835, 18p

Requirements and reliability of AI in the medical context

Authors: Balagurunathan, Yoganand, Mitchell, Ross, El Naqa, Issam

Source: In Physica Medica March 2021 83:72-78

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

Authors: Balagurunathan, Yoganand, Beers, Andrew, Mcnitt-Gray, Michael, Hadjiiski, Lubomir, Napel, Sandy, Goldgof, Dmitry, Perez, Gustavo, Arbelaez, Pablo, Mehrtash, Alireza, Kapur, Tina, Yang, Ehwa, Moon, Jung Won, Perez, Gabriel Bernardino, Delgado-Gonzalo, Ricard, Farhangi, M. Mehdi, Amini, Amir A., Ni, Renkun, Feng, Xue, Bagari, Aditya, Vaidhya, Kiran, Veasey, Benjamin, Safta, Wiem, Frigui, Hichem, Enguehard, Joseph, Gholipour, Ali, Castillo, Laura Silvana, Daza, Laura Alexandra, Pinsky, Paul, Kalpathy-Cramer, Jayashree, Farahani, Keyvan

Source: IEEE transactions on medical imaging. 40(12):3748-3761

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100135701250.0x000001&indx=1&recIds=ETOCvdc_100135701250.0x000001

Radiomic features of PET/CT imaging of large B cell lymphoma lesions predicts CAR T cell therapy efficacy.

Authors: Balagurunathan, Yoganand, Wei, Zhouping, Qi, Jin, Thompson, Zachary, Dean, Erin, Lu, Hong, Vardhanabhuti, Saran, Corallo, Salvatore, Choi, Jung W., Kim, Jenny J., Mattie, Mike, Jain, Michael, Locke, Frederick L.

Source: Frontiers in Oncology; 2024, p1-13, 13p

Subject Terms: POSITRON emission tomography, CHIMERIC antigen receptors, B cell lymphoma, COMPUTED tomography, RADIOMICS

A multi-object deep neural network architecture to detect prostate anatomy in T2-weighted MRI: Performance evaluation.

Authors: Baldeon-Calisto, Maria, Zhouping Wei, Abudalou, Shatha, Yilmaz, Yasin, Gage, Kenneth, Pow-Sang, Julio, Balagurunathan, Yoganand

Source: Frontiers in Nuclear Medicine; 2024, p1-15, 15p

Subject Terms: STATISTICAL models, CANCER patient medical care, PROSTATE tumors, MAGNETIC resonance imaging, DESCRIPTIVE statistics, PROSTATE, LONGITUDINAL method, ARTIFICIAL neural networks, DEEP learning, MACHINE learning, DIGITAL image processing, CONFIDENCE intervals, ALGORITHMS

High metabolic tumor volume is associated with decreased efficacy of axicabtagene ciloleucel in large B-cell lymphoma

Authors: Dean, Erin A., Mhaskar, Rahul S., Lu, Hong, Mousa, Mina S., Krivenko, Gabriel S., Lazaryan, Aleksandr, Bachmeier, Christina A., Chavez, Julio C., Nishihori, Taiga, Davila, Marco L., Khimani, Farhad, Liu, Hien D., Pinilla-Ibarz, Javier, Shah, Bijal D., Jain, Michael D., Balagurunathan, Yoganand, Locke, Frederick L. ^*

Source: In Blood Advances 28 July 2020 4(14):3268-3276

Semiautomated Measure of Abdominal Adiposity Using Computed Tomography Scan Analysis

Authors: Srikumar, Thejal, Siegel, Erin M., Gu, Yuhua, Balagurunathan, Yoganand, Garcia, Alberto L., Chen, Y. Ann, Zhou, Jun-Min, Zhao, Xiuhua, Gillies, Robert, Clark, Whalen, Gamenthaler, Andrew, Choi, Junsung, Shibata, David

Source: In Journal of Surgical Research May 2019 237:12-21

siRNA screening: A process model to evaluate hit rate discovery

Authors: Balagurunathan, Yoganand, Mousses, Spyro, Bittner, Michael L.

Source: 2008 IEEE International Workshop on Genomic Signal Processing and Statistics Genomic Signal Processing and Statistics, 2008. GENSiPS 2008. IEEE International Workshop on. :1-5 Jun, 2008

Relation: 2008 IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS)

A shallow convolutional neural network predicts prognosis of lung cancer patients in multi-institutional computed tomography image datasets

Authors: Mukherjee, Pritam, Zhou, Mu, Lee, Edward, Schicht, Anne, Balagurunathan, Yoganand, Napel, Sandy, Gillies, Robert, Wong, Simon, Thieme, Alexander, Leung, Ann, Gevaert, Olivier

Source: Nature machine intelligence. 2(5):274-282

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172054828.0x000001&indx=1&recIds=ETOCvdc_100172054828.0x000001

Comparison Between Radiological Semantic Features and Lung-RADS in Predicting Malignancy of Screen-Detected Lung Nodules in the National Lung Screening Trial

Authors: Li, Qian, Balagurunathan, Yoganand, Liu, Ying, Qi, Jin, Schabath, Matthew B., Ye, Zhaoxiang, Gillies, Robert J.

Source: In Clinical Lung Cancer March 2018 19(2):148-156

Acidity promotes tumour progression by altering macrophage phenotype in prostate cancer

Authors: El-Kenawi, Asmaa, Gatenbee, Chandler, Robertson-Tessi, Mark, Bravo, Rafael, Dhillon, Jasreman, Balagurunathan, Yoganand, Berglund, Anders, Visvakarma, Naveen, Ibrahim-Hashim, Arig, Choi, Jung, Luddy, Kimberly, Gatenby, Robert, Pilon-Thomas, Shari, Anderson, Alexander, Ruffell, Brian, Gillies, Robert

Source: British journal of cancer. 121(7):556-566

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100190813542.0x000001&indx=1&recIds=ETOCvdc_100190813542.0x000001

Multi-window CT based Radiomic signatures in differentiating indolent versus aggressive lung cancers in the National Lung Screening Trial: a retrospective study

Authors: Lu, Hong, Mu, Wei, Balagurunathan, Yoganand, Qi, Jin, Abdalah, Mahmoud, Garcia, Alberto, Ye, Zhaoxiang, Gillies, Robert, Schabath, Matthew

Source: Cancer imaging. 19(1):1-11

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100188640363.0x000001&indx=1&recIds=ETOCvdc_100188640363.0x000001

Quantitative Imaging features Improve Discrimination of Malignancy in Pulmonary nodules

Authors: Balagurunathan, Yoganand, Schabath, Matthew, Wang, Hua, Liu, Ying, Gillies, Robert

Source: Scientific reports. 9(1):1-14

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100184049981.0x000001&indx=1&recIds=ETOCvdc_100184049981.0x000001

Unraveling Gene-Gene Interactions Regulated by Ligands of the Aryl Hydrocarbon Receptor

Authors: Johnson, Charles D., Balagurunathan, Yoganand, Tadesse, Mahlet G., Falahatpisheh, M. Hadi, Brun, Marcel, Walker, Mary K., Dougherty, Edward R., Ramos, Kenneth S.

Source: Environmental Health Perspectives, 2004 Mar 01. 112(4), 403-412.

Access URL: https://www.jstor.org/stable/3837948

Radiologic Features of Small Pulmonary Nodules and Lung Cancer Risk in the National Lung Screening Trial: A Nested Case-Control Study

Authors: Liu, Ying, Wang, Hua, Li, Qian, McGettigan, Melissa J., Balagurunathan, Yoganand, Garcia, Alberto L., Thompson, Zachary J., Heine, John J., Ye, Zhaoxiang, Gillies, Robert J.

Source: Radiology. 286(1):298-306

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN614327417&indx=1&recIds=ETOCRN614327417

Predicting Malignant Nodules from Screening CT Scans

Authors: Hawkins, Samuel, Wang, Hua, Liu, Ying, Garcia, Alberto, Stringfield, Olya, Krewer, Henry, Li, Qian, Cherezov, Dmitry, Gatenby, Robert A., Balagurunathan, Yoganand, Goldgof, Dmitry, Schabath, Matthew B., Hall, Lawrence, Gillies, Robert J.

Source: In Journal of Thoracic Oncology December 2016 11(12):2120-2128

Radiomic Features Are Associated With EGFR Mutation Status in Lung Adenocarcinomas

Authors: Liu, Ying, Kim, Jongphil, Balagurunathan, Yoganand, Li, Qian, Garcia, Alberto L., Stringfield, Olya, Ye, Zhaoxiang, Gillies, Robert J.

Source: In Clinical Lung Cancer September 2016 17(5):441-448