How quantum computing can enhance biomarker discovery

Flöther, Frederik F.; Blankenberg, Daniel; Demidik, Maria; Jansen, Karl; Krishnakumar, Raga; Krishnakumar, Rajiv; Laanait, Nouamane; Parida, Laxmi; Saab, Carl Y.; Utro, Filippo

doi:10.1016/j.patter.2025.101236

How quantum computing can enhance biomarker discovery

Journal Article · Tue Apr 01 00:00:00 EDT 2025 · Patterns

DOI:https://doi.org/10.1016/j.patter.2025.101236· OSTI ID:2563487

Flöther, Frederik F.; Blankenberg, Daniel; Demidik, Maria; Jansen, Karl; Krishnakumar, Raga; Krishnakumar, Rajiv; Laanait, Nouamane; Parida, Laxmi; Saab, Carl Y.; Utro, Filippo

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Sponsoring Organization:: USDOE National Nuclear Security Administration (NNSA)

Grant/Contract Number:: NA0003525

OSTI ID:: 2563487

Journal Information:: Patterns, Journal Name: Patterns; ISSN 2666-3899

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

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National and State Estimates of the Numbers of Adults and Children with Active Epilepsy — United States, 2015 Zack, Matthew M.; Kobau, Rosemarie MMWR. Morbidity and Mortality Weekly Report, Vol. 66, Issue 31 https://doi.org/10.15585/mmwr.mm6631a1	journal	August 2017
Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions Dinh-Le, Catherine; Chuang, Rachel; Chokshi, Sara JMIR mHealth and uHealth, Vol. 7, Issue 9 https://doi.org/10.2196/12861	journal	September 2019
Data re-uploading for a universal quantum classifier Pérez-Salinas, Adrián; Cervera-Lierta, Alba; Gil-Fuster, Elies Quantum, Vol. 4 https://doi.org/10.22331/q-2020-02-06-226	journal	February 2020
High Dimensional Quantum Machine Learning With Small Quantum Computers Marshall, Simon C.; Gyurik, Casper; Dunjko, Vedran Quantum, Vol. 7, p. 1078 https://doi.org/10.22331/q-2023-08-09-1078	journal	August 2023
Identification of Biomarker in Brain-specific Gene Regulatory Network Using Structural Controllability Analysis Chen, Zhihua; Chen, Siyuan; Qiang, Xiaoli Frontiers in Bioinformatics, Vol. 2 https://doi.org/10.3389/fbinf.2022.812314	journal	January 2022
A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction Pudjihartono, Nicholas; Fadason, Tayaza; Kempa-Liehr, Andreas W. Frontiers in Bioinformatics, Vol. 2 https://doi.org/10.3389/fbinf.2022.927312	journal	June 2022
The Revival of the Notes Field: Leveraging the Unstructured Content in Electronic Health Records Assale, Michela; Dui, Linda Greta; Cina, Andrea Frontiers in Medicine, Vol. 6 https://doi.org/10.3389/fmed.2019.00066	journal	April 2019
Approach to machine learning for extraction of real-world data variables from electronic health records Adamson, Blythe; Waskom, Michael; Blarre, Auriane Frontiers in Pharmacology, Vol. 14 https://doi.org/10.3389/fphar.2023.1180962	journal	September 2023
The potential of including the microbiome as biomarker in population-based health studies: methods and benefits Buytaers, Florence E.; Berger, Nicolas; Van der Heyden, Johan Frontiers in Public Health, Vol. 12 https://doi.org/10.3389/fpubh.2024.1467121	journal	October 2024
Quantum Natural Language Processing: Challenges and Opportunities Guarasci, Raffaele; De Pietro, Giuseppe; Esposito, Massimo Applied Sciences, Vol. 12, Issue 11 https://doi.org/10.3390/app12115651	journal	June 2022
Hybrid Quantum Neural Network for Drug Response Prediction Sagingalieva, Asel; Kordzanganeh, Mohammad; Kenbayev, Nurbolat Cancers, Vol. 15, Issue 10 https://doi.org/10.3390/cancers15102705	journal	May 2023
Quantum Image Compression: Fundamentals, Algorithms, and Advances Deb, Sowmik Kanti; Pan, W. David Computers, Vol. 13, Issue 8 https://doi.org/10.3390/computers13080185	journal	July 2024
Federated Learning for the Internet-of-Medical-Things: A Survey Prasad, Vivek Kumar; Bhattacharya, Pronaya; Maru, Darshil Mathematics, Vol. 11, Issue 1 https://doi.org/10.3390/math11010151	journal	December 2022
Quantum Random Access Memory for Dummies Phalak, Koustubh; Chatterjee, Avimita; Ghosh, Swaroop Sensors, Vol. 23, Issue 17 https://doi.org/10.3390/s23177462	journal	August 2023
Improved clinical data imputation via classical and quantum determinantal point processes Kazdaghli, Skander; Kerenidis, Iordanis; Kieckbusch, Jens eLife, Vol. 12 https://doi.org/10.7554/eLife.89947.3	journal	May 2024

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