Issam El-Naqa

Quantum Mach. Intell., December, 2024

Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI.

[BibT_eX]

[DOI]

John D. Mayfield

CoRR, 2024

2023

Modeling non-genetic information dynamics in cells using reservoir computing.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Precision Radiotherapy via Information Integration of Expert Human Knowledge and AI Recommendation to Optimize Clinical Decision Making.

[BibT_eX]

[DOI]

CoRR, 2022

Image-based mapping of cells onto a cell cycle continuum for integration of single cell sequencing and live cell imaging.

[BibT_eX]

[DOI]

Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022

2020

Exploring State Transition Uncertainty in Variational Reinforcement Learning.

[BibT_eX]

[DOI]

Jen-Tzung Chien

Wei-Lin Liao

Proceedings of the 28th European Signal Processing Conference, 2020

2017

Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer.

[BibT_eX]

[DOI]

Phuc Felix Nguyen-Tan

CoRR, 2017

Power-law stochastic neighbor embedding.

[BibT_eX]

[DOI]

Huan-Hsin Tseng

Jen-Tzung Chien

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2014

Biomedical informatics and panomics for evidence-based radiation therapy.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2014

2012

Machine learning methods for predicting tumor response in lung cancer.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2012

2010

Modeling radiation-induced lung injury risk with an ensemble of support vector machines.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Predicting Local Failure in Lung Cancer Using Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Constrained Kalman filtering for IMRT optimization.

[BibT_eX]

[DOI]

Isuru Dasanayake

Jr-Shin Li

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

Learning a Channelized Observer for Image Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2009

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

[BibT_eX]

[DOI]

Jinshan Tang

Rangaraj M. Rangayyan

Jun Xu

IEEE Trans. Inf. Technol. Biomed., 2009

Exploring feature-based approaches in PET images for predicting cancer treatment outcomes.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

Bayesian Network Learning for Detecting Reliable Interactions of Dose-Volume Related Parameters in Radiation Pneumonitis.

[BibT_eX]

[DOI]

Jung Hun Oh

Proceedings of the International Conference on Machine Learning and Applications, 2009

Application of Machine Learning Techniques for Prediction of Radiation Pneumonitis in Lung Cancer Patients.

[BibT_eX]

[DOI]

Jung Hun Oh

Rawan Al-Lozi

Proceedings of the International Conference on Machine Learning and Applications, 2009

2008

Nonlinear Kernel-Based Approaches for Predicting Normal Tissue Toxicities.

[BibT_eX]

[DOI]

Jeffrey D. Bradley

Joseph Deasy

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

A fast inverse consistent deformable image registration method based on symmetric optical flow computation.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Current role of PET in oncology: Potentials and challenges in the management of non-small cell lung cancer.

[BibT_eX]

[DOI]

Phaneendra K. Yalavarthy

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Level set motion assisted non-rigid 3D image registration.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automated Estimation of the Biophysical Target for Radiotherapy Treatment Planning using Multimodality Image Analysis.

[BibT_eX]

[DOI]

Deshan Yang

Joseph Deasy

Proceedings of the International Conference on Image Processing, 2007

2006

Compensation of breathing motion artifacts in thoracic PET images by wavelet-based deconvolution.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Machine learning of human responses to images.

[BibT_eX]

[DOI]

Proceedings of the Computational Imaging IV, San Jose, 2006

2004

A similarity learning approach to content-based image retrieval: application to digital mammography.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2004

Mammogram Retrieval Based On Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003

Relevance feedback based on incremental learning for mammogram retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

A Support Vector Machine Approach for Detection of Microcalcifications.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2002

Support vector machine learning for detection of microcalcifications in mammograms.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

A support vector machine approach for detection of microcalcifications in mammograms.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Content-based image retrieval for digital mammography.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

2000

Image Retrieval Based on Similarity Learning.

[BibT_eX]

[DOI]