Publications by authors named "Etai Jacob"

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AI-driven predictive biomarker discovery with contrastive learning to improve clinical trial outcomes.
Gustavo Arango-Argoty, Damian E Bikiel, Gerald J Sun, Elly Kipkogei, Kaitlin M Smith, Etai Jacob

Cancer Cell· May 2025

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A machine learning approach for multimodal data fusion for survival prediction in cancer patients.
Nikolaos Nikolaou, Domingo Salazar, Harish RaviPrakash, Miguel Gonçalves, Rob Mulla, Etai Jacob

NPJ Precis Oncol· May 2025

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An artificial intelligence-based model for prediction of clonal hematopoiesis variants in cell-free DNA samples.
Gustavo Arango-Argoty, Marzieh Haghighi, Gerald J Sun, Elizabeth Y Choe, Aleksandra Markovets, Etai Jacob

NPJ Precis Oncol· May 2025

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Pretrained transformers applied to clinical studies improve predictions of treatment efficacy and associated biomarkers.
Gustavo Arango-Argoty, Elly Kipkogei, Ross Stewart, Gerald J Sun, Arijit Patra, Etai Jacob

Nat Commun· March 2025

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Machine learning modeling of patient health signals informs long-term survival on immune checkpoint inhibitor therapy.
Gerald J Sun, Gustavo Arango-Argoty, Gary J Doherty, Damian E Bikiel, Dejan Pavlovic, Etai Jacob

iScience· September 2024

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Integrating knowledge graphs into machine learning models for survival prediction and biomarker discovery in patients with non-small-cell lung cancer.
Chao Fang, Gustavo Alonso Arango Argoty, Ioannis Kagiampakis, Mohammad Hassan Khalid, Etai Jacob

J Transl Med· August 2024

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Body Composition in Advanced Non-Small Cell Lung Cancer Treated With Immunotherapy.
Tafadzwa L Chaunzwa, Jack M Qian, Qin Li, Biagio Ricciuti, Leonard Nuernberg, Etai Jacob

JAMA Oncol· June 2024

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Autoencoder-based multimodal prediction of non-small cell lung cancer survival.
Jacob G Ellen, Etai Jacob, Nikos Nikolaou, Natasha Markuzon

Sci Rep· September 2023

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Heritable transcriptional defects from aberrations of nuclear architecture.
Stamatis Papathanasiou, Nikos A Mynhier, Shiwei Liu, Gregory Brunette, Ema Stokasimov, Etai Jacob

Nature· July 2023

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Factors promoting nuclear envelope assembly independent of the canonical ESCRT pathway.
I-Ju Lee, Ema Stokasimov, Nathaniel Dempsey, Joseph M Varberg, Etai Jacob

J Cell Biol· June 2020

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Adipocytes sensitize melanoma cells to environmental TGF-β cues by repressing the expression of miR-211.
Tamar Golan, Roma Parikh, Etai Jacob, Hananya Vaknine, Valentina Zemser-Werner

Sci Signal· July 2019

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Breaching Self-Tolerance to Alu Duplex RNA Underlies MDA5-Mediated Inflammation.
Sadeem Ahmad, Xin Mu, Fei Yang, Emily Greenwald, Ji Woo Park, Etai Jacob

Cell· February 2018

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Cross-linking reveals laminin coiled-coil architecture.
Gad Armony, Etai Jacob, Toot Moran, Yishai Levin, Tevie Mehlman

Proc Natl Acad Sci U S A· November 2016

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Codon-level information improves predictions of inter-residue contacts in proteins by correlated mutation analysis.
Etai Jacob, Ron Unger, Amnon Horovitz

Elife· September 2015

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N-terminal domains in two-domain proteins are biased to be shorter and predicted to fold faster than their C-terminal counterparts.
Etai Jacob, Ron Unger, Amnon Horovitz

Cell Rep· April 2013

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Different mechanistic requirements for prokaryotic and eukaryotic chaperonins: a lattice study.
Etai Jacob, Amnon Horovitz, Ron Unger

Bioinformatics· July 2007

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A tale of two tails: why are terminal residues of proteins exposed?
Etai Jacob, Ron Unger

Bioinformatics· January 2007

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