Skip to Main Content

Author Details

Jun Deng
Yale University
1996
66
22
Jake Y. Chen (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36732358Long-term survival and second malignant tumor prediction in pediatric, adolescent, and young adult cancer survivors using Random Survival Forests: a SEER analysis.Sci Rep2023
37619587A generalizable new figure of merit for dose optimization in dual energy cone beam CT scanning protocols.Phys Med Biol2023
37211681Liver cancer risk quantification through an artificial neural network based on personal health data.Acta Oncol2023
36744110Statistical biopsy: An emerging screening approach for early detection of cancers.Front Artif Intell2023
36732358Long-term survival and second malignant tumor prediction in pediatric, adolescent, and young adult cancer survivors using Random Survival Forests: a SEER analysis.Sci Rep2023
37619587A generalizable new figure of merit for dose optimization in dual energy cone beam CT scanning protocols.Phys Med Biol2023
37211681Liver cancer risk quantification through an artificial neural network based on personal health data.Acta Oncol2023
36744110Statistical biopsy: An emerging screening approach for early detection of cancers.Front Artif Intell2023
35098115Editorial: Big Data Analytics for Precision Health and Prevention.Front Big Data2022
36274654Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.Front Digit Health2022
35128393Editorial: Artificial Intelligence for Precision Medicine.Front Artif Intell2022
35098115Editorial: Big Data Analytics for Precision Health and Prevention.Front Big Data2022
36274654Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.Front Digit Health2022
35128393Editorial: Artificial Intelligence for Precision Medicine.Front Artif Intell2022
32555530A general-purpose Monte Carlo particle transport code based on inverse transform sampling for radiotherapy dose calculation.Sci Rep2020
31908350Monte Carlo simulation of coherently scattered photons based on the inverse-sampling technique.Acta Crystallogr A Found Adv2020
31679157Beam modeling and beam model commissioning for Monte Carlo dose calculation-based radiation therapy treatment planning: Report of AAPM Task Group 157.Med Phys2020
33693381Robust Machine Learning for Colorectal Cancer Risk Prediction and Stratification.Front Big Data2020
33733200Population-Based Screening for Endometrial Cancer: Human vs. Machine Intelligence.Front Artif Intell2020
32933759Impact of radiation source activity on short- and long-term outcomes of cervical carcinoma patients treated with high-dose-rate brachytherapy: A retrospective cohort study.Gynecol Oncol2020
32872466Radiomics at a Glance: A Few Lessons Learned from Learning Approaches.Cancers (Basel)2020
33134173A Preliminary Simulation Study of Dose-Guided Adaptive Radiotherapy Based on Halcyon MV Cone-Beam CT Images With Retrospective Data From a Phase II Clinical Trial.Front Oncol2020
32776500Practice patterns and recommendations for pediatric image-guided radiotherapy: A Children's Oncology Group report.Pediatr Blood Cancer2020
32555530A general-purpose Monte Carlo particle transport code based on inverse transform sampling for radiotherapy dose calculation.Sci Rep2020
33733200Population-Based Screening for Endometrial Cancer: Human vs. Machine Intelligence.Front Artif Intell2020
33693381Robust Machine Learning for Colorectal Cancer Risk Prediction and Stratification.Front Big Data2020
31908350Monte Carlo simulation of coherently scattered photons based on the inverse-sampling technique.Acta Crystallogr A Found Adv2020
31679157Beam modeling and beam model commissioning for Monte Carlo dose calculation-based radiation therapy treatment planning: Report of AAPM Task Group 157.Med Phys2020
33134173A Preliminary Simulation Study of Dose-Guided Adaptive Radiotherapy Based on Halcyon MV Cone-Beam CT Images With Retrospective Data From a Phase II Clinical Trial.Front Oncol2020
32776500Practice patterns and recommendations for pediatric image-guided radiotherapy: A Children's Oncology Group report.Pediatr Blood Cancer2020
32933759Impact of radiation source activity on short- and long-term outcomes of cervical carcinoma patients treated with high-dose-rate brachytherapy: A retrospective cohort study.Gynecol Oncol2020
32872466Radiomics at a Glance: A Few Lessons Learned from Learning Approaches.Cancers (Basel)2020
31437221Scoring colorectal cancer risk with an artificial neural network based on self-reportable personal health data.PLoS One2019
31881042Predicting breast cancer risk using personal health data and machine learning models.PLoS One2019
33693347Stratifying Ovarian Cancer Risk Using Personal Health Data.Front Big Data2019
33733091Pancreatic Cancer Prediction Through an Artificial Neural Network.Front Artif Intell2019
31437221Scoring colorectal cancer risk with an artificial neural network based on self-reportable personal health data.PLoS One2019
33733091Pancreatic Cancer Prediction Through an Artificial Neural Network.Front Artif Intell2019
33693347Stratifying Ovarian Cancer Risk Using Personal Health Data.Front Big Data2019
31881042Predicting breast cancer risk using personal health data and machine learning models.PLoS One2019
29374196Predicting non-melanoma skin cancer via a multi-parameterized artificial neural network.Sci Rep2018
30356283A multi-parameterized artificial neural network for lung cancer risk prediction.PLoS One2018
29973695Imaging Dose, Cancer Risk and Cost Analysis in Image-guided Radiotherapy of Cancers.Sci Rep2018
30652591Development and Validation of a Multiparameterized Artificial Neural Network for Prostate Cancer Risk Prediction and Stratification.JCO Clin Cancer Inform2018
30319978Editorial: Machine Learning With Radiation Oncology Big Data.Front Oncol2018
29713615Lung Nodule Detection <i>via</i> Deep Reinforcement Learning.Front Oncol2018
29374196Predicting non-melanoma skin cancer via a multi-parameterized artificial neural network.Sci Rep2018
29973695Imaging Dose, Cancer Risk and Cost Analysis in Image-guided Radiotherapy of Cancers.Sci Rep2018
30319978Editorial: Machine Learning With Radiation Oncology Big Data.Front Oncol2018
30652591Development and Validation of a Multiparameterized Artificial Neural Network for Prostate Cancer Risk Prediction and Stratification.JCO Clin Cancer Inform2018
  • 1 - 50 of 132

Recommended Authors

Fang-I Chu
David Geffen School of Medicine, University of California los angeles
Career Start Year 2018
Number of shared co-authors 0
Jason W Chan
University of California San Francisco
Career Start Year 2017
Number of shared co-authors 0
Christoph Trauernicht
Stellenbosch University and Tygerberg Academic Hospital
Career Start Year 2013
Number of shared co-authors 1
Wenhua Cao
The University of Texas MD Anderson Cancer Center
Career Start Year 2012
Number of shared co-authors 0
Erik Roelofs
Maastricht University Medical Centre+
Career Start Year 2008
Number of shared co-authors 0
Suneil Jain
Cancer Centre Belfast City Hospital, Queen's University Belfast
Career Start Year 2008
Number of shared co-authors 0
Dan Ruan
Zhongshan Hospital, Fudan University
Career Start Year 2006
Number of shared co-authors 0
Lifei Zhang
The University of Texas MD Anderson Cancer Center.
Career Start Year 2006
Number of shared co-authors 1
Minsong Cao
University of California Los Angeles
Career Start Year 2005
Number of shared co-authors 0
Wouter van Elmpt
Maastricht University Medical Center+
Career Start Year 2005
Number of shared co-authors 0
Stephanie Peeters
University of Liege, Centre Hospitalier Universitaire de Liege
Career Start Year 2005
Number of shared co-authors 0
Huanmei Wu
Temple University College of Public Health
Career Start Year 2004
Number of shared co-authors 1
Skylar Gay
The University of Texas MD Anderson Cancer Center
Career Start Year 2004
Number of shared co-authors 1
Rebecca M Howell
The University of Texas M. D. Anderson Cancer Center
Career Start Year 2003
Number of shared co-authors 1
Albert J Chang
University of California Los Angeles
Career Start Year 2003
Number of shared co-authors 0
Chaya S Moskowitz
Memorial Sloan Kettering Cancer Center.
Career Start Year 2002
Number of shared co-authors 0
John A Lee
Institute of Experimental and Clinical Research
Career Start Year 2002
Number of shared co-authors 0
Clifton D Fuller
The University of Texas MD Anderson Cancer Center
Career Start Year 2001
Number of shared co-authors 1
Zhigang Zhang
Memorial Sloan Kettering Cancer Center
Career Start Year 2001
Number of shared co-authors 0
Hugo J W L Aerts
Harvard Medical School
Career Start Year 1999
Number of shared co-authors 1
Andre Dekker
Maastricht University Medical Centre
Career Start Year 1998
Number of shared co-authors 0
Michael L Steinberg
University of California los angeles
Career Start Year 1996
Number of shared co-authors 0
Todd McNutt
Johns Hopkins University School of Medicine
Career Start Year 1996
Number of shared co-authors 0
Laurence E Court
The University of Texas MD Anderson Cancer Center
Career Start Year 1995
Number of shared co-authors 1
Philippe Lambin
Maastricht University
Career Start Year 1992
Number of shared co-authors 0
Daniel A Low
University of California los angeles
Career Start Year 1991
Number of shared co-authors 1
Michael F McNitt-Gray
University of California los angeles
Career Start Year 1991
Number of shared co-authors 1
Peter Balter
University of Texas MD Anderson Cancer Center
Career Start Year 1990
Number of shared co-authors 1
Andrzej Niemierko
Massachusetts General Hospital
Career Start Year 1982
Number of shared co-authors 0
Radhe Mohan
The University of Texas MD Anderson Cancer Center
Career Start Year 1974
Number of shared co-authors 1

Collaborators

Tina Hernandez-Boussard
Stanford University
Co-authored papers 1
Daphne A Haas-Kogan
Co-authored papers 1
Enrico Capobianco
Institute of Data Science and Computing, University of Miami
Co-authored papers 1
Matthew D McCoy
Lombardi Comprehensive Cancer Center, Georgetown University
Co-authored papers 1
Frank Emmert-Streib
Tampere University
Co-authored papers 1
Jake Y Chen
Co-authored papers 1
Thomas Hartung
University of Konstanz
Co-authored papers 1
Ilya Shmulevich
Institute for Systems Biology
Co-authored papers 1
Jake Y. Chen (CM4AI)
University of Alabama at Birmingham
Co-authored papers 1
David S Followill
University of Texas MD Anderson Cancer Center
Co-authored papers 1
Subha Madhavan
Innovation Center for Biomedical Informatics, Georgetown University Medical Center
Co-authored papers 1
Release 1.2