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Author Details
Full Name
John Freymann
Affiliation
Frederick National Laboratory for Cancer Research
ORCID
Career Start Year
2007
Papers
32
H Index
22
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
38057616
Deep learning-based segmentation of multisite disease in ovarian cancer.
Eur Radiol Exp
2023
36998700
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.
J Mach Learn Biomed Imaging
2022
33681459
Design and Implementation of the Pre-Clinical DICOM Standard in Multi-Cohort Murine Studies.
Tomography
2021
32253542
Integration of proteomics with CT-based qualitative and radiomic features in high-grade serous ovarian cancer patients: an exploratory analysis.
Eur Radiol
2020
32772385
DICOM re-encoding of volumetrically annotated Lung Imaging Database Consortium (LIDC) nodules.
Med Phys
2020
30838639
From Discovery to Practice and Survivorship: Building a National Real-World Data Learning Healthcare Framework for Military and Veteran Cancer Patients.
Clin Pharmacol Ther
2019
31834820
Call for Data Standardization: Lessons Learned and Recommendations in an Imaging Study.
JCO Clin Cancer Inform
2019
30482902
Author Correction: Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.
Sci Data
2018
30179230
Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.
Sci Data
2018
30175071
Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics Challenges.
Front Oncol
2018
28872634
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features.
Sci Data
2017
28781988
Multiple-response regression analysis links magnetic resonance imaging features to de-regulated protein expression and pathway activity in lower grade glioma.
Oncoscience
2017
28641043
Radiogenomics of High-Grade Serous Ovarian Cancer: Multireader Multi-Institutional Study from the Cancer Genome Atlas Ovarian Cancer Imaging Research Group.
Radiology
2017
28925987
The public cancer radiology imaging collections of The Cancer Imaging Archive.
Sci Data
2017
27302507
How Can We Effect Culture Change Toward Data-Driven Medicine?
Int J Radiat Oncol Biol Phys
2016
26619259
Using computer-extracted image phenotypes from tumors on breast magnetic resonance imaging to predict breast cancer pathologic stage.
Cancer
2016
26473782
A combinatorial radiographic phenotype may stratify patient survival and be associated with invasion and proliferation characteristics in glioblastoma.
J Neurosurg
2016
24997477
Addition of MR imaging features and genetic biomarkers strengthens glioblastoma survival prediction in TCGA patients.
J Neuroradiol
2015
26203066
Multicenter imaging outcomes study of The Cancer Genome Atlas glioblastoma patient cohort: imaging predictors of overall and progression-free survival.
Neuro Oncol
2015
25969931
De-identification of Medical Images with Retention of Scientific Research Value.
Radiographics
2015
25753955
Radiogenomics of clear cell renal cell carcinoma: preliminary findings of The Cancer Genome Atlas-Renal Cell Carcinoma (TCGA-RCC) Imaging Research Group.
Abdom Imaging
2015
24646147
Outcome prediction in patients with glioblastoma by using imaging, clinical, and genomic biomarkers: focus on the nonenhancing component of the tumor.
Radiology
2014
24772218
Quantitative Imaging Network: Data Sharing and Competitive AlgorithmValidation Leveraging The Cancer Imaging Archive.
Transl Oncol
2014
24889866
Imaging genomic mapping of an invasive MRI phenotype predicts patient outcome and metabolic dysfunction: a TCGA glioma phenotype research group project.
BMC Med Genomics
2014
23238158
Genomic mapping and survival prediction in glioblastoma: molecular subclassification strengthened by hemodynamic imaging biomarkers.
Radiology
2013
24109929
TCIA: An information resource to enable open science.
Annu Int Conf IEEE Eng Med Biol Soc
2013
23884657
The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository.
J Digit Imaging
2013
23392431
MR imaging predictors of molecular profile and survival: multi-institutional study of the TCGA glioblastoma data set.
Radiology
2013
22038512
Image data sharing for biomedical research--meeting HIPAA requirements for De-identification.
J Digit Imaging
2012
22770688
Informatics methods to enable sharing of quantitative imaging research data.
Magn Reson Imaging
2012
21452728
The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans.
Med Phys
2011
18035276
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation.
Acad Radiol
2007
1 - 32 of 32
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4
Lisa Scarpace
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Women's Health Integrated Research Center, Inova Health System
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Women's Health Integrated Research Center, Inova Health System
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Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
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3
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Kathleen M Darcy
The Henry M. Jackson Foundation for the Advancement of Military Medicine, Inc.
Co-authored papers
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Arvind Rao
University of Michigan-Ann Arbor
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Christos Davatzikos
University of Pennsylvania
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Laila M Poisson
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Icahn School of Medicine at Mount Sinai
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Matthew S Brown
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Richards Medical Research Laboratories (S.B.)
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