Research map: Machine Learning-Based Prediction of Mononuclear Cell Collection Efficiency for CAR-T Manufacturing

Back to the article

Papers in this map

  1. XGBoost · Tianqi Chen · 2016 · 53618 citations · Cited by this paper
  2. Peptide Loading Complex in Cancer: From Peptide Translocation, Editing, and Loading into MHC-I to a Potential Therapeutic Target · 2026 · Related
  3. mice: Multivariate Imputation by Chained Equations inR · Stef van Buuren · 2011 · 14248 citations · Cited by this paper
  4. METTL3–m6A–LOXL2 Axis Post-Transcriptionally Fine-Tunes Macrophage Migration and Invasion · 2026 · Related
  5. Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead · Cynthia D Rudin · 2019 · 10280 citations · Cited by this paper
  6. Overcoming the Viscosity-Strength Trade-Off in 3D-Printable Dental Resins by Hydrogen Bond Engineering · 2026 · Related
  7. Gene Selection for Cancer Classification using Support Vector Machines · Isabelle Guyon · 2002 · 10058 citations · Cited by this paper
  8. Predictive Value of Admission Renal Injury-Related Indicators for Fatal Outcomes in Patients with Severe Fever with Thrombocytopenia Syndrome · 2026 · Related
  9. Feature Selection with the Boruta Package · Miron B. Kursa · 2010 · 5455 citations · Cited by this paper
  10. Integrated DNA Repair Capacity and NER Gene Expression for Improving Risk Prediction in Head and Neck Squamous Cell Carcinoma · 2026 · Related
  11. TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods · Professor Gary S. Collins · 2024 · 3668 citations · Cited by this paper
  12. Pain Medicine Specialist: Championing High-Quality Development for Neuromodulation Technology · 2026 · Related
  13. CAR T cell immunotherapy for human cancer · Carl H. June · 2018 · 3261 citations · Cited by this paper
  14. Trehalose: A Promising Therapeutic Agent for Diverse Pathological Conditions · 2026 · Related
  15. Bias in error estimation when using cross-validation for model selection · Sudhir Varma · 2006 · 2346 citations · Cited by this paper
  16. Strategies for Evading Cellular Immunity Against Recombinant AAV Vectors in Gene Therapy · 2026 · Related
  17. Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI · Baptiste Vasey · 2022 · 859 citations · Cited by this paper
  18. Advances and Clinical Applications of Thrombopoietic Agents · 2026 · Related
  19. PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods · Karel G.M. Moons · 2025 · 791 citations · Cited by this paper
  20. Bone Morphogenetic Proteins in Obesity Management: Therapeutic Potential and Challenges Beyond the Skeleton · 2026 · Related
  21. Machine intelligence in healthcare—perspectives on trustworthiness, explainability, usability, and transparency · Christine M. Cutillo · 2020 · 347 citations · Cited by this paper
  22. CAR-T cell manufacturing: Major process parameters and next-generation strategies · Melanie Ayala Ceja · 2023 · 305 citations · Cited by this paper
  23. Age related human T cell subset evolution and senescence · Mingde Li · 2019 · 249 citations · Cited by this paper
  24. Integrative Bulk and Single-Cell Profiling of Premanufacture T-cell Populations Reveals Factors Mediating Long-Term Persistence of CAR T-cell Therapy · Gregory M. Chen · 2021 · 215 citations · Cited by this paper
  25. Aging and chronic inflammation: highlights from a multidisciplinary workshop · Danay Saavedra · 2023 · 150 citations · Cited by this paper
  26. T Cell Fitness and Autologous CAR T Cell Therapy in Haematologic Malignancy · Palak H. Mehta · 2021 · 99 citations · Cited by this paper
  27. Leukapheresis guidance and best practices for optimal chimeric antigen receptor T-cell manufacturing · Muna D. Qayed · 2022 · 83 citations · Cited by this paper
  28. Current Challenges in Providing Good Leukapheresis Products for Manufacturing of CAR-T Cells for Patients with Relapsed/Refractory NHL or ALL · Felix Korell · 2020 · 76 citations · Cited by this paper
  29. Accelerating and optimising CAR T-cell manufacture to deliver better patient products · Giulia Agliardi · 2024 · 68 citations · Cited by this paper
  30. Enriching leukapheresis improves T cell activation and transduction efficiency during CAR T processing · Elsa Noaks · 2021 · 67 citations · Cited by this paper
  31. Factors affecting lymphocyte collection efficiency for the manufacture of chimeric antigen receptor T cells in adults with B‐cell malignancies · Sherilyn Alvaran Tuazon · 2019 · 50 citations · Cited by this paper
  32. Chimeric Antigen Receptor (CAR) T-Cell Therapy in Hematologic Malignancies: Clinical Implications and Limitations · Philipp Blüm · 2024 · 40 citations · Cited by this paper
  33. Machine learning–based scoring models to predict hematopoietic stem cell mobilization in allogeneic donors · Jingyu Xiang · 2021 · 35 citations · Cited by this paper
  34. Apheresis techniques for collection of peripheral blood progenitor cells · Rainer Moog · 2004 · 29 citations · Cited by this paper
  35. Feasibility of leukapheresis for CAR T-cell production in heavily pre-treated pediatric patients · Daphna Hutt · 2020 · 28 citations · Cited by this paper
  36. A novel predictive algorithm to personalize autologous T-cell harvest for chimeric antigen receptor T-cell manufacture · Maeve O’Reilly · 2022 · 24 citations · Cited by this paper
  37. Pre-transplant and transplant parameters predict long-term survival after hematopoietic cell transplantation using machine learning · Panagiotis G. Asteris · 2025 · 9 citations · Cited by this paper
  38. Comparison of prediction models for two different peripheral stem cell collection protocols in autologous patients. How to avoid errors in calculating total blood volume to process? · Roman Małachowski · 2021 · 7 citations · Cited by this paper
  39. CD34 + cell yield among healthy donors: Large‐scale model development and validation · Abdullah Alswied · 2024 · 7 citations · Cited by this paper

Source: OpenAlex (CC0)