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Joshua Levy, PhD
Joshua Levy, PhD
Director of Digital Pathology Research @ Cedars Sinai
在 cshs.org 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
MethylNet: an automated and modular deep learning approach for DNA methylation analysis
JJ Levy, AJ Titus, CL Petersen, Y Chen, LA Salas, BC Christensen
BMC bioinformatics 21, 1-15, 2020
932020
Gradual polyploid genome evolution revealed by pan-genomic analysis of Brachypodium hybridum and its diploid progenitors
SP Gordon, B Contreras-Moreira, JJ Levy, A Djamei, A Czedik-Eysenberg, ...
Nature Communications 11 (1), 3670, 2020
732020
Don’t dismiss logistic regression: the case for sensible extraction of interactions in the era of machine learning
JJ Levy, AJ O’Malley
BMC medical research methodology 20 (1), 171, 2020
642020
Topological feature extraction and visualization of whole slide images using graph neural networks
J Levy, C Haudenschild, C Barwick, B Christensen, L Vaickus
BIOCOMPUTING 2021: Proceedings of the Pacific Symposium, 285-296, 2020
572020
A large-scale internal validation study of unsupervised virtual trichrome staining technologies on nonalcoholic steatohepatitis liver biopsies
JJ Levy, N Azizgolshani, MJ Andersen Jr, A Suriawinata, X Liu, ...
Modern Pathology 34 (4), 808-822, 2021
322021
PathFlowAI: a high-throughput workflow for preprocessing, deep learning and interpretation in digital pathology
JJ Levy, LA Salas, BC Christensen, A Sriharan, LJ Vaickus
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2020, 403-414, 2019
242019
Preliminary Evaluation of the Utility of Deep Generative Histopathology Image Translation at a Mid-sized NCI Cancer Center
J Levy, C Jackson, A Sriharan, B Christensen, L Vaickus
Proceedings of the 13th International Joint Conference on Biomedical …, 2020
232020
Applications of artificial intelligence in orthopaedic surgery
F Farhadi, MR Barnes, HR Sugito, JM Sin, ER Henderson, JJ Levy
Frontiers in Medical Technology 4, 995526, 2022
222022
Comparison of machine-learning algorithms for the prediction of current procedural terminology (CPT) codes from pathology reports
J Levy, N Vattikonda, C Haudenschild, B Christensen, L Vaickus
Journal of Pathology Informatics 13, 100165, 2022
212022
Atypia of undetermined significance in thyroid cytology: nuclear atypia and architectural atypia are associated with different molecular alterations and risks of malignancy
RE Glass, JJ Levy, SA Motanagh, LJ Vaickus, X Liu
Cancer Cytopathology 129 (12), 966-972, 2021
172021
Using molecular testing to improve the management of thyroid nodules with indeterminate cytology: an institutional experience with review of molecular alterations
RE Glass, JD Marotti, DA Kerr, JJ Levy, LJ Vaickus, EJ Gutmann, LJ Tafe, ...
Journal of the American Society of Cytopathology 11 (2), 79-86, 2022
162022
DNA 5-hydroxymethylcytosine in pediatric central nervous system tumors may impact tumor classification and is a positive prognostic marker
N Azizgolshani, CL Petersen, Y Chen, JJ Levy, LA Salas, L Perreard, ...
Clinical Epigenetics 13, 1-17, 2021
152021
Mixed effects machine learning models for colon cancer metastasis prediction using spatially localized immuno-oncology markers
JJ Levy, CA Bobak, M Nasir-Moin, EM Veziroglu, SM Palisoul, RE Barney, ...
PACIFIC SYMPOSIUM ON BIOCOMPUTING 2022, 175-186, 2021
132021
PolyCRACKER, a robust method for the unsupervised partitioning of polyploid subgenomes by signatures of repetitive DNA evolution
SP Gordon, JJ Levy, JP Vogel
BMC genomics 20, 1-14, 2019
132019
Comparison of symptoms and antibody response following administration of Moderna or Pfizer SARS-CoV-2 vaccines
MT Kelliher, JJ Levy, RD Nerenz, B Poore, AA Johnston, AR Rogers, ...
Archives of Pathology & Laboratory Medicine 146 (6), 677-685, 2022
122022
Evaluating the mediating effects of perceived vulnerability to disease in the relation between disgust and contamination-based OCD
RE Brady, CL Badour, EA Arega, JJ Levy, TG Adams
Journal of Anxiety Disorders 79, 102384, 2021
122021
PyMethylProcess—convenient high-throughput preprocessing workflow for DNA methylation data
JJ Levy, AJ Titus, LA Salas, BC Christensen
Bioinformatics 35 (24), 5379-5381, 2019
122019
Leveraging unstructured electronic medical record notes to derive population-specific suicide risk models
M Levis, J Levy, V Dufort, GT Gobbel, BV Watts, B Shiner
Psychiatry research 315, 114703, 2022
112022
Development of biologically interpretable multimodal deep learning model for cancer prognosis prediction
ZL Azher, LJ Vaickus, LA Salas, BC Christensen, JJ Levy
Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 636-644, 2022
92022
MethylSPWNet and MethylCapsNet: biologically motivated organization of DNAm neural networks, inspired by capsule networks
JJ Levy, Y Chen, N Azizgolshani, CL Petersen, AJ Titus, EL Moen, ...
NPJ systems biology and applications 7 (1), 33, 2021
82021
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