User profiles for G. CHOY

Garry Choy MD MBA

Harvard Medical School
Verified email at mgh.harvard.edu
Cited by 3677

Current applications and future impact of machine learning in radiology

G Choy, O Khalilzadeh, M Michalski, S Do, AE Samir… - Radiology, 2018 - pubs.rsna.org
Recent advances and future perspectives of machine learning techniques offer promising
applications in medical imaging. Machine learning has the potential to improve different steps …

Prostate cancer stem/progenitor cells: identification, characterization, and implications

…, T Calhoun, B Bhatia, G Choy… - … in cooperation with …, 2007 - Wiley Online Library
Several solid tumors have now been shown to contain stem cell‐like cells called cancer stem
cells (CSC). These cells, although generally rare, appear to be highly tumorigenic and may …

Current advances in molecular imaging: noninvasive in vivo bioluminescent and fluorescent optical imaging in cancer research

G Choy, P Choyke, SK Libutti - Molecular imaging, 2003 - journals.sagepub.com
Recently, there has been tremendous interest in developing techniques such as MRI, micro-CT,
micro-PET, and SPECT to image function and processes in small animals. These …

Global patterns of radiated seismic energy and apparent stress

GL Choy, JL Boatwright - Journal of geophysical research …, 1995 - Wiley Online Library
… In this section we describe briefly the method used by Boatwright and Choy [1986] to make
teleseismic estimates of energy from direct measurement of seismograms. This method con…

Functional Evidence that the Self-Renewal Gene NANOG Regulates Human Tumor Development

CR Jeter, M Badeaux, G Choy, D Chandra… - Stem …, 2009 - academic.oup.com
Tumor development has long been known to resemble abnormal embryogenesis. The
embryonic stem cell (ESC) self-renewal gene NANOG is purportedly expressed by some …

Adefovir Dipivoxil Therapy for Lamivudine–Resistant Hepatitis B in Pre-and Post-Liver Transplantation Patients

…, H Namini, C Westland, S Xiong, GS Choy… - Hepatology, 2003 - journals.lww.com
… INR]1.3), serum albumin2.8 g/dL, serum total bilirubin 5 mg/dL, absolute neutrophil count of
750/mm3, platelet count of 50,000 mm3, hemoglobin level in excess of 7.5 g/dL, no history of …

[HTML][HTML] The PSA−/lo prostate cancer cell population harbors self-renewing long-term tumor-propagating cells that resist castration

J Qin, X Liu, B Laffin, X Chen, G Choy, CR Jeter… - Cell stem cell, 2012 - cell.com
Prostate cancer (PCa) is heterogeneous and contains both differentiated and undifferentiated
tumor cells, but the relative functional contribution of these two cell populations remains …

[HTML][HTML] Fully automated deep learning system for bone age assessment

…, M Zissen, BA Yeshiwas, TK Alkasab, G Choy… - Journal of digital …, 2017 - Springer
Skeletal maturity progresses through discrete phases, a fact that is used routinely in
pediatrics where bone age assessments (BAAs) are compared to chronological age in the …

How much data is needed to train a medical image deep learning system to achieve necessary high accuracy?

J Cho, K Lee, E Shin, G Choy, S Do - arXiv preprint arXiv:1511.06348, 2015 - arxiv.org
The use of Convolutional Neural Networks (CNN) in natural image classification systems
has produced very impressive results. Combined with the inherent nature of medical images …

[HTML][HTML] Cytosolic accumulation of HSP60 during apoptosis with or without apparent mitochondrial release: evidence that its pro-apoptotic or pro-survival functions …

D Chandra, G Choy, DG Tang - Journal of Biological Chemistry, 2007 - ASBMB
Most heat shock proteins (HSPs) have pro-survival functions. However, the role of HSP60, a
mitochondrial matrix protein, is somewhat controversial with both pro-survival and pro-…