Issam El-Naqa

34 papers B 2C 5Misc 1Journal 13Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI.
CoRR
John D. Mayfield, Issam El-Naqa
2024 J jnl
Evaluation of VQC-LSTM for disability forecasting in multiple sclerosis using sequential multisequence MRI.
Quantum Mach. Intell.
John Mayfield, Issam El-Naqa
2023 J jnl
Modeling non-genetic information dynamics in cells using reservoir computing.
CoRR
Dipesh Niraula, Issam El-Naqa, Jack Adam Tuszynski, Robert A. Gatenby
2022 — conf
Image-based mapping of cells onto a cell cycle continuum for integration of single cell sequencing and live cell imaging.
BigDataService
Andrew Schultz, Saeed S. Alahmari, Joeseph Johnson, Thomas Veith, Zaid Siddiqui, Issam El-Naqa, Laura Heiser, Noemi Andor
2022 J jnl
Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making.
CoRR
Wenbo Sun, Dipesh Niraula, Issam El-Naqa, Randall K. Ten Haken, Ivo D. Dinov, Kyle Cuneo, Judy Jin
2020 — conf
Exploring State Transition Uncertainty in Variational Reinforcement Learning.
EUSIPCO
Jen-Tzung Chien, Wei-Lin Liao, Issam El-Naqa
2017 Misc conf
Power-law stochastic neighbor embedding.
ICASSP
Huan-Hsin Tseng, Issam El-Naqa, Jen-Tzung Chien
2017 J jnl
Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.
CoRR
Martin Vallières, Emily Kay-Rivest, Léo Jean Perrin, Xavier Liem, Christophe Furstoss, Hugo J. W. L. Aerts, Nader Khaouam, Phuc Felix Nguyen-Tan, Chang-Shu Wang, Khalil Sultanem, Jan Seuntjens, Issam El-Naqa
2014 J jnl
Biomedical informatics and panomics for evidence-based radiation therapy.
WIREs Data Mining Knowl. Discov.
Issam El-Naqa
2012 J jnl
Machine learning methods for predicting tumor response in lung cancer.
WIREs Data Mining Knowl. Discov.
Issam El-Naqa
2010 — conf
Constrained Kalman filtering for IMRT optimization.
CDC
Isuru Dasanayake, Issam El-Naqa, Jr-Shin Li
2010 J jnl
Modeling radiation-induced lung injury risk with an ensemble of support vector machines.
Neurocomputing
Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy
2010 C conf
Predicting Local Failure in Lung Cancer Using Bayesian Networks.
ICMLA
Jung Hun Oh, Jeffrey Craft, Rawan Al-Lozi, Manushka Vaidya, Yifan Meng, Joseph O. Deasy, Jeffrey D. Bradley, Issam El-Naqa
2009 C conf
Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients.
ICMLA
Jung Hun Oh, Rawan Al-Lozi, Issam El-Naqa
2009 C conf
Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis.
ICMLA
Jung Hun Oh, Issam El-Naqa
2009 J jnl
Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances.
IEEE Trans. Inf. Technol. Biomed.
Jinshan Tang, Rangaraj M. Rangayyan, Jun Xu, Issam El-Naqa, Yongyi Yang
2009 J jnl
Exploring feature-based approaches in PET images for predicting cancer treatment outcomes.
Pattern Recognit.
Issam El-Naqa, Perry Grigsby, Aditya P. Apte, Elizabeth Kidd, Eric Donnelly, Divya Khullar, Summer Chaudhari, Deshan Yang, Martin Schmitt, Richard Laforest, Wade L. Thorstad, Joseph Deasy
2009 C conf
Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk.
ICMLA
Todd W. Schiller, Yixin Chen, Issam El-Naqa, Joseph O. Deasy
2009 J jnl
Learning a Channelized Observer for Image Quality Assessment.
IEEE Trans. Medical Imaging
Jovan G. Brankov, Yongyi Yang, Liyang Wei, Issam El-Naqa, Miles N. Wernick
2008 — conf
A fast inverse consistent deformable image registration method based on symmetric optical flow computation.
ACSCC
Deshan Yang, Hua Li, Daniel A. Low, Joseph O. Deasy, Issam El-Naqa
2008 — conf
Current role of PET in oncology: Potentials and challenges in the management of non-small cell lung cancer.
ACSCC
Phaneendra K. Yalavarthy, Daniel A. Low, Camille Noel, ZhouPing Wei, Deshan Yang, Aditya P. Apte, Jeffrey D. Bradley, Joseph Deasy, Issam El-Naqa
2008 C conf
Nonlinear Kernel-Based Approaches for Predicting Normal Tissue Toxicities.
ICMLA
Issam El-Naqa, Jeffrey D. Bradley, Joseph Deasy
2007 — conf
Automated Estimation of the Biophysical Target for Radiotherapy Treatment Planning using Multimodality Image Analysis.
ICIP (5)
Issam El-Naqa, Deshan Yang, Joseph Deasy
2007 B conf
Level set motion assisted non-rigid 3D image registration.
Image Processing
Deshan Yang, Joseph O. Deasy, Daniel A. Low, Issam El-Naqa
2006 — conf
Compensation of breathing motion artifacts in thoracic PET images by wavelet-based deconvolution.
ISBI
Issam El-Naqa, Daniel A. Low, Jeffrey D. Bradley, Milos Vicic, Joseph Deasy
2006 — conf
Machine learning of human responses to images.
Computational Imaging
Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Liyang Wei, Nikolas P. Galatsanos, Issam El-Naqa
2004 J jnl
A similarity learning approach to content-based image retrieval: application to digital mammography.
IEEE Trans. Medical Imaging
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Robert M. Nishikawa, Miles N. Wernick
2004 — conf
Mammogram Retrieval Based On Incremental Learning.
ISBI
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick
2003 — conf
Relevance feedback based on incremental learning for mammogram retrieval.
ICIP (1)
Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick
2002 J jnl
A Support Vector Machine Approach for Detection of Microcalcifications.
IEEE Trans. Medical Imaging
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2002 — conf
A support vector machine approach for detection of microcalcifications in mammograms.
ICIP (2)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2002 — conf
Content-based image retrieval for digital mammography.
ICIP (3)
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos
2002 — conf
Support vector machine learning for detection of microcalcifications in mammograms.
ISBI
Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos, Robert M. Nishikawa
2000 B conf
Image Retrieval Based on Similarity Learning.
ICIP
Issam El-Naqa, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos