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Jake Lever
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Journal Articles
- 2025
- [j9]Jake Lever, Sibo Cheng, César Quilodrán Casas, Che Liu, Hongwei Fan, Robert Platt, Andrianirina Rakotoharisoa, Eleda Johnson, Siyi Li, Zhendan Shang, Rossella Arcucci:
Facing & mitigating common challenges when working with real-world data: The Data Learning Paradigm. J. Comput. Sci. 85: 102523 (2025) - 2023
- [j8]Daniel N. Sosa
, Rogier Hintzen
, Betty Xiong
, Alex de Giorgio, Julien Fauqueur
, Mark Davies, Jake Lever
, Russ B. Altman
:
Associating biological context with protein-protein interactions through text mining at PubMed scale. J. Biomed. Informatics 145: 104474 (2023) - [j7]Kilannin Krysiak
, Arpad M. Danos, Jason Saliba, Joshua F. McMichael, Adam C. Coffman
, Susanna Kiwala
, Erica K. Barnell, Lana Sheta, Cameron J. Grisdale, Lynzey Kujan, Shahil Pema
, Jake Lever, Sarah Ridd
, Nicholas C. Spies
, Veronica Andric, Andreea Chiorean, Damian Tobias Rieke, Kaitlin A. Clark, Caralyn Reisle, Ajay C. Venigalla, Mark Evans, Payal Jani, Hideaki Takahashi, Avila Suda, Peter Horák
, Deborah i Ritter, Xin Zhou
, Benjamin J. Ainscough, Sean Delong, Chimene Kesserwan, Mario Lamping, Haolin Shen
, Alex Marr, My Hoang
, Kartik Singhal
, Mariam Khanfar
, Brian V. Li, Wan-Hsin Lin, Panieh Terraf, Laura B. Corson
, Yasser Salama, Katie M. Campbell
, Kirsten M. Farncombe
, Jianling Ji
, Xiaonan Zhao, Xinjie Xu, Rashmi Kanagal-Shamanna, Ian King, Kelsy C. Cotto
, Zachary L. Skidmore, Jason R. Walker, Jinghui Zhang, Aleksandar Milosavljevic, Ronak Y. Patel, Rachel H. Giles, Raymond H. Kim, Lynn M. Schriml
, Elaine R. Mardis, Steven J. M. Jones
, Gordana Raca, Shruti Rao, Subha Madhavan, Alex H. Wagner
, Malachi Griffith
, Obi L. Griffith
:
CIViCdb 2022: evolution of an open-access cancer variant interpretation knowledgebase. Nucleic Acids Res. 51(D1): 1230-1241 (2023) - 2022
- [j6]Jake Lever
, Rossella Arcucci
:
Sentimental wildfire: a social-physics machine learning model for wildfire nowcasting. J. Comput. Soc. Sci. 5(2): 1427-1465 (2022) - 2021
- [j5]Daniel N. Sosa
, Binbin Chen
, Amit Kaushal, Adam Lavertu, Jake Lever
, Stefano E. Rensi, Russ B. Altman:
Repurposing biomedical informaticians for COVID-19. J. Biomed. Informatics 115: 103673 (2021) - [j4]Mike Wong, Paul Previde, Jack Cole, Brook Thomas, Nayana Laxmeshwar, Emily K. Mallory, Jake Lever
, Dragutin Petkovic, Russ B. Altman, Anagha Kulkarni:
Search and visualization of gene-drug-disease interactions for pharmacogenomics and precision medicine research using GeneDive. J. Biomed. Informatics 117: 103732 (2021) - 2019
- [j3]Artem Babaian
, I. Richard Thompson
, Jake Lever
, Liane Gagnier, Mohammad M. Karimi
, Dixie L. Mager
:
LIONS: analysis suite for detecting and quantifying transposable element initiated transcription from RNA-seq. Bioinform. 35(19): 3839-3841 (2019) - 2018
- [j2]Jake Lever
, Sitanshu Gakkhar, Michael Gottlieb, Tahereh Rashnavadi, Santina Lin, Celia Siu, Maia Smith, Martin R. Jones, Martin Krzywinski, Steven J. M. Jones
:
A collaborative filtering-based approach to biomedical knowledge discovery. Bioinform. 34(4): 652-659 (2018) - 2012
- [j1]Jake Lever
, Taku Komura:
Real-time controllable fire using textured forces. Vis. Comput. 28(6-8): 691-700 (2012)
Conference and Workshop Papers
- 2024
- [c9]Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho:
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation. BioNLP@ACL 2024: 624-634 - [c8]Erlend Frayling, Jake Lever, Graham McDonald:
UoG Siephers at "Discharge Me!": Exploring Ways to Generate Synthetic Patient Notes From Multi-Part Electronic Health Records. BioNLP@ACL 2024: 712-718 - 2023
- [c7]Jake Lever
, Sibo Cheng
, Rossella Arcucci
:
Human-Sensors & Physics Aware Machine Learning for Wildfire Detection and Nowcasting. ICCS (4) 2023: 422-429 - 2022
- [c6]Jake Lever
, Rossella Arcucci:
Towards Social Machine Learning for Natural Disasters. ICCS (3) 2022: 756-769 - [c5]Jake Lever
, Rossella Arcucci, Jaiying Cai:
Social Data Assimilation of Human Sensor Networks for Wildfires. PETRA 2022: 455-462 - 2020
- [c4]Jake Lever, Julia M. Barbarino, Li Gong, Rachel Huddart, Katrin Sangkuhl, Ryan Whaley, Michelle Whirl Carrillo, Mark Woon, Teri E. Klein, Russ B. Altman:
PGxMine: Text Mining for Curation of PharmGKB. PSB 2020: 611-622 - 2017
- [c3]Jake Lever, Steven J. Jones:
Painless Relation Extraction with Kindred. BioNLP 2017: 176-183 - 2016
- [c2]Jake Lever, Steven J. Jones:
VERSE: Event and Relation Extraction in the BioNLP 2016 Shared Task. BioNLP (Shared Task) 2016: 42-49 - [c1]Jake Lever, Martin Jones, Steven J. Jones:
CancerMine: Knowledge Base Construction for Personalised Cancer Treatment. ICBO/BioCreative 2016
Informal and Other Publications
- 2024
- [i4]Erlend Frayling, Jake Lever, Graham McDonald:
Zero-shot and Few-shot Generation Strategies for Artificial Clinical Records. CoRR abs/2403.08664 (2024) - [i3]Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho:
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis. CoRR abs/2411.19378 (2024) - [i2]Xi Zhang, Zaiqiao Meng, Jake Lever, Edmond S. L. Ho:
Gla-AI4BioMed at RRG24: Visual Instruction-tuned Adaptation for Radiology Report Generation. CoRR abs/2412.04954 (2024) - 2017
- [i1]Kishore R. Anekalla
, J. P. Courneya
, Nicolas Fiorini, Jake Lever
, Michael Muchow, Ben Busby
:
PubRunner: A light-weight framework for updating text mining results. F1000Research 6: 612- (2017)
Coauthor Index

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