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1

Machine Learning in Radiation Oncology || What Is Machine Learning?

El Naqa, Issam, Li, Ruijiang, Murphy, Martin J.

Year:

2015

Language:

english

File:

PDF, 308 KB

english, 2015

2

Assessment of geomechanical characterization of a rock mass using a seismic geophysical technique

Journal:

Geotechnical and Geological Engineering

Year:

1996

Language:

english

File:

PDF, 758 KB

english, 1996

3

Electrical geophysical and hydrogeological investigations of groundwater aquifers in Ruseifa municipal landfill, Jordan

E. Al-Tarazi, A. El-Naqa, M. El-Waheidi, J. Abu Rajab

Journal:

Environmental Geology

Year:

2006

Language:

english

File:

PDF, 540 KB

english, 2006

4

Groundwater Protection and Management Strategy in Jordan

Ali El-Naqa, Ammar Al-Shayeb

Journal:

Water Resources Management

Year:

2009

Language:

english

File:

PDF, 626 KB

english, 2009

5

Mapping groundwater salinization using transient electromagnetic and direct current resistivity methods in Azraq Basin, Jordan

Abu Rajab, Jafar Sadi, El-Naqa, Ali Ramadan

Journal:

The Leading Edge

Year:

2013

Language:

english

File:

PDF, 3.95 MB

english, 2013

6

Beyond imaging: The promise of radiomics

Avanzo, Michele, Stancanello, Joseph, El Naqa, Issam

Journal:

Year:

2017

Language:

english

File:

PDF, 1.63 MB

english, 2017

7

Hydrological and hydrogeological characteristics of Wadi el Mujib catchment area, Jordan

Journal:

Environmental Geology

Year:

1993

Language:

english

File:

PDF, 1.32 MB

english, 1993

8

Aquifer vulnerability assessment using the DRASTIC model at Russeifa landfill, northeast Jordan

Journal:

Environmental Geology

Year:

2004

Language:

english

File:

PDF, 802 KB

english, 2004

9

A comparative review in regards to estimating bearing capacity in jointed rock masses in northeast Jordan

Journal:

Bulletin of Engineering Geology and the Environment

Year:

2004

Language:

english

File:

PDF, 648 KB

english, 2004

10

RTOG GU Radiation Oncology Specialists Reach Consensus on Pelvic Lymph Node Volumes for High-Risk Prostate Cancer

Colleen A.F. Lawton, Jeff Michalski, Issam El-Naqa, Mark K. Buyyounouski, W. Robert Lee, Cynthia Menard, Elizabeth O'Meara, Seth A. Rosenthal, Mark Ritter, Michael Seider

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2009

Language:

english

File:

PDF, 278 KB

english, 2009

11

A basic program for calculating subsurface water temperatures using chemical geothermometers-implication to geothermal reservoir estimation

Ali El-Naqa, Nasser Abu Zeid

Journal:

Computers & Geosciences

Year:

1993

Language:

english

File:

PDF, 1.09 MB

english, 1993

12

Inverse geochemical modeling of groundwater salinization in Azraq Basin, Jordan

Ibrahim, Khalil M., El-Naqa, Ali R.

Journal:

Arabian Journal of Geosciences

Year:

2018

Language:

english

File:

PDF, 17.75 MB

english, 2018

13

Radiation Therapy Outcomes Models in the Era of Radiomics and Radiogenomics: Uncertainties and Validation

El Naqa, Issam, Pandey, Gaurav, Aerts, Hugo, Chien, Jen-Tzung, Andreassen, Christian Nicolaj, Niemierko, Andrzej, Ten Haken, Randall K.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2018

Language:

english

File:

PDF, 204 KB

english, 2018

14

NCI Workshop on Artificial Intelligence in Radiation Oncology: Training the Next Generation

Kang, John, Thompson, Reid F., Aneja, Sanjay, Lehman, Constance, Trister, Andrew, Zou, James, Obcemea, Ceferino, El Naqa, Issam

Journal:

Practical Radiation Oncology

Year:

2020

File:

PDF, 548 KB

2020

15

Groundwater Deterioration of Shallow Groundwater Aquifers Due to Overexploitation in Northeast Jordan

Ali El-Naqa, Mohammad Al-Momani, Suzan Kilani, Nezar Hammouri

Journal:

CLEAN – Soil, Air, Water

Year:

2007

Language:

english

File:

PDF, 2.08 MB

english, 2007

16

Dosimetric correlates for acute esophagitis in patients treated with radiotherapy for lung carcinoma

Jeffrey Bradley, Joseph O Deasy, Soeren Bentzen, Issam El Naqa

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2004

Language:

english

File:

PDF, 192 KB

english, 2004

17

Dose–volume modeling of salivary function in patients with head-and-neck cancer receiving radiotherapy

Angel I. Blanco, K.S. Clifford Chao, Issam El Naqa, Gregg E. Franklin, Konstantin Zakarian, Milos Vicic, Joseph O. Deasy

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2005

Language:

english

File:

PDF, 385 KB

english, 2005

18

Radiation Dose–Volume Effects in the Lung

Lawrence B. Marks, Soren M. Bentzen, Joseph O. Deasy, Feng-Ming (Spring) Kong, Jeffrey D. Bradley, Ivan S. Vogelius, Issam El Naqa, Jessica L. Hubbs, Joos V. Lebesque, Robert D. Timmerman, Mary K. Mar

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2010

Language:

english

File:

PDF, 413 KB

english, 2010

19

Comparison of Three Treatment Schemes for Lung SBRT

J.R. Olsen, C.G. Robinson, I. El Naqa, K.M. Creach, R.E. Drzymala, C. Bloch, P.J. Parikh, J.D. Bradley

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2010

Language:

english

File:

PDF, 34 KB

english, 2010

20

Detecting leachate plumes and groundwater pollution at Ruseifa municipal landfill utilizing VLF-EM method

E. Al-Tarazi, J. Abu Rajab, A. Al-Naqa, M. El-Waheidi

Journal:

Journal of Applied Geophysics

Year:

2008

Language:

english

File:

PDF, 2.95 MB

english, 2008

21

Vulnerability mapping of shallow groundwater aquifer using SINTACS model in the Jordan Valley area, Jordan

Mustafa Al Kuisi, Ali El-Naqa, Nezar Hammouri

Journal:

Environmental Geology

Year:

2006

Language:

english

File:

PDF, 1.23 MB

english, 2006

22

PET-guided delineation of radiation therapy treatment volumes: a survey of image segmentation techniques

Habib Zaidi, Issam El Naqa

Journal:

European Journal of Nuclear Medicine and Molecular Imaging

Year:

2010

Language:

english

File:

PDF, 824 KB

english, 2010

23

Radiation Dose–Volume Effects in the Brain

Yaacov Richard Lawrence, X. Allen Li, Issam el Naqa, Carol A. Hahn, Lawrence B. Marks, Thomas E. Merchant, Adam P. Dicker

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2010

Language:

english

File:

PDF, 401 KB

english, 2010

24

Radiation Dose–Volume Effects and the Penile Bulb

Mack Roach III, Jiho Nam, Giovanna Gagliardi, Issam El Naqa, Joseph O. Deasy, Lawrence B. Marks

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2010

Language:

english

File:

PDF, 951 KB

english, 2010

25

Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances

Jinshan Tang, Rangayyan, R.M., Jun Xu, El Naqa, I., Yongyi Yang

Journal:

IEEE Transactions on Information Technology in Biomedicine

Year:

2009

Language:

english

File:

PDF, 557 KB

english, 2009

26

Pelvic Normal Tissue Contouring Guidelines for Radiation Therapy: A Radiation Therapy Oncology Group Consensus Panel Atlas

Hiram A. Gay, H. Joseph Barthold, Elizabeth O’Meara, Walter R. Bosch, Issam El Naqa, Rawan Al-Lozi, Seth A. Rosenthal, Colleen Lawton, W. Robert Lee, Howard Sandler, Anthony Zietman, Robert Myerson, L

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2012

Language:

english

File:

PDF, 1.49 MB

english, 2012

27

Tools for consensus analysis of experts’ contours for radiotherapy structure definitions

Rawan Allozi, X. Allen Li, Julia White, Aditya Apte, An Tai, Jeff M. Michalski, Walter R. Bosch, Issam El Naqa

Journal:

Radiotherapy and Oncology

Year:

2010

Language:

english

File:

PDF, 988 KB

english, 2010

28

Combined PET/CT image characteristics for radiotherapy tumor response in lung cancer

Manushka Vaidya, Kimberly M. Creach, Jennifer Frye, Farrokh Dehdashti, Jeffrey D. Bradley, Issam El Naqa

Journal:

Radiotherapy and Oncology

Year:

2012

Language:

english

File:

PDF, 486 KB

english, 2012

29

57 TCP and NTCP important: Tools or toys?

J.O. Deasy, I. El Naqa

Journal:

Radiotherapy and Oncology

Year:

2006

Language:

english

File:

PDF, 269 KB

english, 2006

30

Water scarcity impact of climate change in semi-arid regions: a case study in Mujib basin, Jordan

Abu-Allaban, Mahmoud, El-Naqa, Ali, Jaber, Mohammed, Hammouri, Nezar

Journal:

Arabian Journal of Geosciences

Year:

2015

Language:

english

File:

PDF, 584 KB

english, 2015

31

Estimation of DNA Damage Yields Due to Low Energy Electrons

Pater, P., El Naqa, I., Seuntjens, J.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2014

Language:

english

File:

PDF, 53 KB

english, 2014

32

Machine Learning in Radiation Oncology || Knowledge-Based Treatment Planning

El Naqa, Issam, Li, Ruijiang, Murphy, Martin J.

Year:

2015

Language:

english

File:

PDF, 633 KB

english, 2015

33

Machine Learning in Radiation Oncology || Machine Learning Methodology

El Naqa, Issam, Li, Ruijiang, Murphy, Martin J.

Year:

2015

Language:

english

File:

PDF, 846 KB

english, 2015

34

Pretreatment 18FDG-PET Textural Features in Locally Advanced Non-Small Cell Lung Cancer: Secondary Analysis of ACRIN 6668/RTOG 0235

Ohri, N., Duan, F., Snyder, B. S., Wei, B., Machtay, M., Alavi, A., Siegel, B. A., Johnson, D. W., Bradley, J. D., DeNittis, A., Werner-Wasik, M., El Naqa, I.

Journal:

Journal of Nuclear Medicine

Year:

2016

Language:

english

File:

PDF, 946 KB

english, 2016

35

Reinforcement Learning Strategies for Decision Making in Knowledge-Based Adaptive Radiation Therapy: Application in Liver Cancer

El Naqa, I., Feng, M., Bazzi, L., Dow, J., Cuneo, K.C., Matuszak, M.M., Brock, K.K., Suresh, K., Schipper, M., Lawrence, T.S., Ten Haken, R.K.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2016

Language:

english

File:

PDF, 52 KB

english, 2016

36

Bayesian network ensemble as a multivariate strategy to predict radiation pneumonitis risk

Lee, Sangkyu, Ybarra, Norma, Jeyaseelan, Krishinima, Faria, Sergio, Kopek, Neil, Brisebois, Pascale, Bradley, Jeffrey D., Robinson, Clifford, Seuntjens, Jan, El Naqa, Issam

Journal:

Medical Physics

Year:

2015

Language:

english

File:

PDF, 723 KB

english, 2015

37

Deep Reinforcement Learning for Automated Radiation Adaptation in Lung Cancer

Tseng, Huan-Hsin, Luo, Yi, Cui, Sunan, Chien, Jen-Tzung, Ten Haken, Randall K., El Naqa, Issam

Journal:

Medical Physics

Year:

2017

Language:

english

File:

PDF, 3.91 MB

english, 2017

38

Modeling of Normal Tissue Complications Using Imaging and Biomarkers After Radiation Therapy for Hepatocellular Carcinoma

El Naqa, Issam, Johansson, Adam, Owen, Dawn, Cuneo, Kyle, Cao, Yue, Matuszak, Martha, Bazzi, Latifa, Lawrence, Theodore S., Ten Haken, Randall K.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2018

Language:

english

File:

PDF, 1.46 MB

english, 2018

39

Ionizing radiation-induced acoustics for radiotherapy and diagnostic radiology applications

Hickling, Susannah, Xiang, Liangzhong, Jones, Kevin C., Parodi, Katia, Assmann, Walter, Avery, Stephen, Hobson, Maritza, El Naqa, Issam

Journal:

Medical Physics

Year:

2018

Language:

english

File:

PDF, 1.21 MB

english, 2018

40

Can dose outside the PTV influence the risk of distant metastases in stage I lung cancer patients treated with stereotactic body radiotherapy (SBRT)?

Diamant, André, Chatterjee, Avishek, Faria, Sergio, Naqa, Issam El, Bahig, Houda, Filion, Edith, Robinson, Cliff, Al-Halabi, Hani, Seuntjens, Jan

Journal:

Radiotherapy and Oncology

Year:

2018

Language:

english

File:

PDF, 1.15 MB

english, 2018

41

Towards in vivo dosimetry in external beam radiotherapy using X-ray acoustic computed tomography: A soft-tissue phantom study validation

Lei, Hao, Zhang, Wei, Oraiqat, Ibrahim, Liu, Zhipeng, Ni, Jun, Wang, Xueding, El Naqa, Issam

Journal:

Medical Physics

Year:

2018

Language:

english

File:

PDF, 800 KB

english, 2018

42

SP-0353: Introduction to Machine Learning and its Application in Radiotherapy

Journal:

Radiotherapy and Oncology

Year:

2018

Language:

english

File:

PDF, 555 KB

english, 2018

43

Hydrogeophysical characterization of shallow LNAPL contamination at a karst aquifer

Rajab, Jafar Abu, El-Naqa, Ali, Al-Qinna, Mohammed

Journal:

Near Surface Geophysics

Year:

2018

Language:

english

File:

PDF, 3.03 MB

english, 2018

44

Cherenkov emission-based external radiotherapy dosimetry: II. Electron beam quality specification and uncertainties

Zlateva, Yana, Muir, Bryan R., Seuntjens, Jan P., El Naqa, Issam

Journal:

Medical Physics

Year:

2019

Language:

english

File:

PDF, 450 KB

english, 2019

45

Modeling Patient-Specific Dose-Function Response Using SPECT/CT for Personalized Prediction of Radiation-Induced Lung Toxicity

Owen, D.R., Boonstra, P.S., Viglianti, B.L., Balter, J., Schipper, M., Jackson, W.C., El Naqa, I., Jolly, S., Haken, R. K. Ten, Kong, F.M., Matuszak, M.M.

Journal:

International Journal of Radiation Oncology*Biology*Physics

Year:

2018

Language:

english

File:

PDF, 328 KB

english, 2018

46

Silicon Photomultipliers for Deep Tissue Cerenkov Emission Detection During External Beam Radiotherapy

Oraiqat, Ibrahim, DeBruin, Samuel, Pearce, Robin, Como, Christopher, Mikell, Justin, Taylor, Charles, Way, John, Suarez, Manuel, Rehemtulla, Alnawaz, Clarke, Roy, Naqa, Issam El

Journal:

IEEE Photonics Journal

Year:

2019

Language:

english

File:

PDF, 4.14 MB

english, 2019

47

Artificial Intelligence: reshaping the practice of radiological sciences in the 21st century

El Naqa, Issam, Haider, Masoom A, Giger, Maryellen L, Ten Haken, Randall K

Journal:

British Journal of Radiology

Year:

2020

Language:

english

File:

PDF, 1.50 MB

english, 2020

48

The role of machine and deep learning in modern medical physics

El Naqa, Issam, Das, Shiva

Journal:

Medical Physics

Year:

2020

File:

PDF, 90 KB

2020

49

Introduction to machine and deep learning for medical physicists

Cui, Sunan, Tseng, HuanâHsin, Pakela, Julia, Ten Haken, Randall K., El Naqa, Issam

Journal:

Medical Physics

Year:

2020

File:

PDF, 2.17 MB

2020

50

Step-size effect on calculated photon and electron beam Cherenkov-to-dose conversion factors

Zlateva, Yana, Muir, Bryan R., El Naqa, Issam, Seuntjens, Jan

Journal:

Year:

2020

File:

PDF, 1.23 MB

2020