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Luke Ternes
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The human tumor atlas network: charting tumor transitions across space and time at single-cell resolution
O Rozenblatt-Rosen, A Regev, P Oberdoerffer, T Nawy, A Hupalowska, ...
Cell 181 (2), 236-249, 2020
3812020
A multi-encoder variational autoencoder controls multiple transformational features in single-cell image analysis
L Ternes, M Dane, S Gross, M Labrie, G Mills, J Gray, L Heiser, YH Chang
Communications biology 5 (1), 255, 2022
362022
Computational multiplex panel reduction to maximize information retention in breast cancer tissue microarrays
L Ternes, JR Lin, YA Chen, JW Gray, YH Chang
PLoS computational biology 18 (9), e1010505, 2022
102022
Me-vae: Multi-encoder variational autoencoder for controlling multiple transformational features in single cell image analysis
L Ternes, M Dane, S Gross, M Labrie, G Mills, J Gray, L Heiser, YH Chang
bioRxiv, 2021.04. 22.441005, 2021
102021
VISTA: VIsual Semantic Tissue Analysis for pancreatic disease quantification in murine cohorts
L Ternes, G Huang, C Lanciault, G Thibault, R Riggers, JW Gray, ...
Scientific reports 10 (1), 20904, 2020
62020
MYC deregulation and PTEN loss model Tumor and stromal heterogeneity of aggressive triple-negative Breast Cancer
ZO Doha, X Wang, NL Calistri, J Eng, CJ Daniel, L Ternes, EN Kim, ...
Nature communications 14 (1), 5665, 2023
42023
3D multiplexed tissue imaging reconstruction and optimized region of interest (ROI) selection through deep learning model of channels embedding
E Burlingame, L Ternes, JR Lin, YA Chen, EN Kim, JW Gray, YH Chang
Frontiers in Bioinformatics 3, 2023
22023
Addressing persistent challenges in digital image analysis of cancerous tissues
S Prabhakaran, C Yapp, GJ Baker, J Beyer, YH Chang, AL Creason, ...
bioRxiv, 2023
12023
A Novel Mouse Model that Recapitulates the Heterogeneity of Human Triple Negative Breast Cancer
ZO Doha, X Wang, N Calistri, J Eng, CJ Daniel, L Ternes, EN Kim, C Pelz, ...
bioRxiv, 2022.10. 07.511231, 2022
12022
Abstract PO-014: VISTA: VIsual Semantic Tissue Analysis for pancreatic disease quantification in murine cohorts
L Ternes, G Huang, C Lanciault, G Thibault, R Riggers, J Gray, J Muschler, ...
Cancer Research 81 (22_Supplement), PO-014-PO-014, 2021
2021
VISTA: Virtual ImmunoSTAining for pancreatic disease quantification in murine cohorts
L Ternes, G Huang, C Lanciault, G Thibault, R Riggers, JW Gray, ...
bioRxiv, 2020.04. 01.020842, 2020
2020
ME-VAE: Multi-Encoder Variational AutoEncoder for Controlling Multiple
L Ternes, M Dane, M Labrie, G Mills, J Gray, L Heiser, YH Chang
ITERATIVE DEEP LEARNING BASED SEGMENTATION ON CYCLIC IMMUNOFLUORESCENCE IMAGING BY USING RECURSIVE REFINEMENT
L Ternes, G Thibault, JW Gray, YH Chang
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Articles 1–13