Post-COVID-19 Condition Prediction in Hospitalised Cancer Patients: A Machine Learning-Based Approach
Machine learning models, particularly KNN, showed some promise in predicting PCC in cancer patients, offering the potential for early intervention and personalised care. These findings emphasise the importance of long-term monitoring for cancer patients recovering from COVID-19 to mitigate PCC impact.
Authors
- Maria Pikuza (ORCID: https://orcid.org/0000-0002-2680-9372)
- Mikhail Rumyantsev (ORCID: https://orcid.org/0000-0001-9552-3936)
- Sergey Nikolaevich Avdeev (ORCID: https://orcid.org/0000-0002-5999-2150)
- Andrey А. Svistunov (ORCID: https://orcid.org/0000-0003-1592-5703)
- Margarita Andreeva (ORCID: https://orcid.org/0000-0002-1999-9016)
- Polina Bobkova (ORCID: https://orcid.org/0000-0002-6604-7173)
- Denis Butnaru (ORCID: https://orcid.org/0000-0003-2173-0566)
- Elena Kondrikova (ORCID: https://orcid.org/0000-0002-6966-0838)
- Yasmin El-Taravi (ORCID: https://orcid.org/0000-0002-4218-4456)
- Валентина Капустина (ORCID: https://orcid.org/0000-0001-6512-1629)
- Alexey A. Zaikin (ORCID: https://orcid.org/0000-0001-7540-1130)
- Dina Baimukhambetova (ORCID: https://orcid.org/0000-0002-5518-9301)
- Yulia V. Ivanova (ORCID: https://orcid.org/0000-0003-4464-3035)
- Oleg B. Blyuss (ORCID: https://orcid.org/0000-0002-0194-6389)
- Irina Turina
- Ekaterina Pazukhina (ORCID: https://orcid.org/0000-0001-9379-0475)
- N.V. Avdeenko (ORCID: https://orcid.org/0000-0003-2630-1250)
- L.V. Fedorova
- Elina Abdeeva (ORCID: https://orcid.org/0000-0003-0283-5370)
- Daniel Munblit (ORCID: https://orcid.org/0000-0001-9652-6856)
- N. Bulanov (ORCID: https://orcid.org/0000-0002-3989-2590)
- Petr Glybochko (ORCID: https://orcid.org/0000-0002-5541-2251)
- Peter S. Timashev (ORCID: https://orcid.org/0000-0001-7773-2435)
- Sara Mohammadi (ORCID: https://orcid.org/0000-0002-6410-9529)
- Victor Fomin (ORCID: https://orcid.org/0000-0002-7801-4168)
- Aleksandr Zolotarev (ORCID: https://orcid.org/0009-0007-9107-0184)
- Anastasia Shikhaleva (ORCID: https://orcid.org/0000-0002-7074-7922)
- Екатерина Яковлева
Institutions
- National Research University Higher School of Economics (RU)
- University of British Columbia (CA)
- Queen Mary University of London (GB)
- Sechenov University (RU)
- King's College London (GB)
- Florence Nightingale Foundation (GB)
- Moscow Research and Clinical Center for Neuropsychiatry (RU)
- University College London (GB)
Publication Details
- Journal
- Cancers
- Published
- 2025-02-18
- DOI
- https://doi.org/10.3390/cancers17040687
- Primary Topic
- Long-Term Effects of COVID-19
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Barts Charity
- Russian Science Foundation