Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study

Authors: Maliazurina B Saad, PhD, Lingzhi Hong, MD, Muhammad Aminu, MD, Natalie I Vokes, MD, Pingjun Chen, PhD, Morteza Salehjahromi, PhD, Kang Qin, MD, Sheeba J Sujit, PhD, Xuetao Lu, PhD, Elliana Young, MS, Qasem Al-Tashi, PhD, Rizwan Qureshi, PhD, Carol C Wu, ProfMD, Brett W Carter, ProfMD, Steven H Lin, ProfMD, Percy P Lee, ProfMD, Saumil Gandhi, MD, Joe Y Chang, ProfMD, Ruijiang Li, PhD, Michael F Gensheimer, MD, Heather A Wakelee, ProfMD, Joel W Neal, MD, Hyun-Sung Lee, MD, Chao Cheng, PhD, Vamsidhar Velcheti, ProfMD, Yanyan Lou, MD, Milena Petranovic, MD, Waree Rinsurongkawong, PhD, Xiuning Le, MD, Vadeerat Rinsurongkawong, PhD, Amy Spelman, PhD, Yasir Y Elamin, MD, Marcelo V Negrao, MD, Ferdinandos Skoulidis, MD, Carl M Gay, MD, Tina Cascone, MD, Mara B Antonoff, MD, Boris Sepesi, MD, Jeff Lewis, BS, Ignacio I Wistuba, ProfMD, John D Hazle, ProfPhD, Caroline Chung, MD, David Jaffray, ProfPhD, Don L Gibbons, ProfMD, Ara Vaporciyan, ProfMD, J Jack Lee, ProfPhD, John V Heymach, ProfMD, Jianjun Zhang, MD, Jia Wu, PhD

Source: The Lancet: Digital Health, Vol 5, Iss 7, Pp e404-e420 (2023)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2589750023000821; https://doaj.org/toc/2589-7500

Access URL: https://doaj.org/article/0a63dfd25a6f4694ab5c9c636dd7ce6b

Addressing the Global Expertise Gap in Radiation Oncology: The Radiation Planning Assistant

Authors: Laurence Court, Ajay Aggarwal, Hester Burger, Carlos Cardenas, Christine Chung, Raphael Douglas, Monique du Toit, David Jaffray, Anuja Jhingran, Michael Mejia, Raymond Mumme, Sikudhani Muya, Komeela Naidoo, Jerry Ndumbalo, Kelly Nealon, Tucker Netherton, Callistus Nguyen, Niki Olanrewaju, Jeannette Parkes, Willie Shaw, Christoph Trauernicht, Melody Xu, Jinzhong Yang, Lifei Zhang, Hannah Simonds, Beth M. Beadle

Source: JCO Global Oncology, Vol , Iss 9 (2023)

Subject Terms: Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/2687-8941

Access URL: https://doaj.org/article/be116223e59648199a242b6875631604

Phantom Validation of a Conservation of Activity-Based Partial Volume Correction Method for Arterial Input Function in Dynamic PET Imaging

Authors: Brandon Driscoll, Tina Shek, Douglass Vines, Alex Sun, David Jaffray, Ivan Yeung

Source: Tomography, Vol 8, Iss 2, Pp 842-857 (2022)

Subject Terms: dynamic PET, kinetic modelling, partial volume correction, cancer imaging, quantitative imaging, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://www.mdpi.com/2379-139X/8/2/69; https://doaj.org/toc/2379-1381; https://doaj.org/toc/2379-139X

Access URL: https://doaj.org/article/11dacdb66369465a908bd3a99ffb073d

On the importance of interpretable machine learning predictions to inform clinical decision making in oncology

Authors: Sheng-Chieh Lu, Christine L. Swisher, Caroline Chung, David Jaffray, Chris Sidey-Gibbons

Source: Frontiers in Oncology, Vol 13 (2023)

Subject Terms: opaque machine learning models, interpretability and explainability, decision-making support, high-stakes prediction, precision medicine, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fonc.2023.1129380/full; https://doaj.org/toc/2234-943X

Access URL: https://doaj.org/article/018db92179624f17bb47ca6dbd219eb3

A novel minimally invasive technique to create a rabbit VX2 lung tumor model for nano-sized image contrast and interventional studies.

Authors: Takashi Anayama, Takahiro Nakajima, Michael Dunne, Jinzi Zheng, Christine Allen, Brandon Driscoll, Douglass Vines, Shaf Keshavjee, David Jaffray, Kazuhiro Yasufuku

Source: PLoS ONE, Vol 8, Iss 6, p e67355 (2013)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23840673/?tool=EBI; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/7a5770ae2ee94d61953297ff0a56b81e

Impact of high dose volumetric CT on PTV margin reduction in VMAT prostate radiotherapy.

Authors: Young-Bin Cho, Hamideh Alasti, Vickie Kong, Charles Catton, Alejandro Berlin, Peter Chung, Andrew Bayley, David Jaffray

Source: Physics in Medicine & Biology; Jul2019, Vol. 64 Issue 14, p1-1, 1p

Subject Terms: CONE beam computed tomography, RECTUM, VOLUMETRIC-modulated arc therapy, PROSTATE, PRODUCTION planning

Transforming a Targeted Porphyrin Theranostic Agent into a PET Imaging Probe for Cancer

Authors: Jiyun Shi, Tracy W.B. Liu, Juan Chen, David Green, David Jaffray, Brian C. Wilson, Fan Wang, Gang Zheng

Source: Theranostics, Vol 1, Iss 1, Pp 363-370 (2011)

Subject Terms: Medicine

File Description: electronic resource

Relation: http://www.thno.org/v01p0363.htm; https://doaj.org/toc/1838-7640

Access URL: https://doaj.org/article/b8390c29229e4cab8ed7fc7ea39ffcbb