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2854 citation(s) found for "Ma, Ann T".

Value of Stool-Based Colorectal Cancer Screening: Integrating Real-World Adherence, Detection, and Prevention in a Cohort-Based Modeling Analysis
Fendrick, A. Mark, Ebner, Derek W., Dore, Michael, Estes, Chris , Aranda, Gustavus, Dehghanimohammadabadi, Mohammad , Ebner, Derek W. , Fendrick, A. Mark , Fendrick, A Mark , Ebner, Derek , Dehghani, Mohammad

Journal of Clinical Medicine | December 23, 2025 | Volume: 15 | Issue: 1 | Pages: 41

10.3390/jcm15010041 | PMID 41517291 Get It

Background/Objectives: Modeling analyses for colorectal cancer (CRC) screening focusing solely on the costs of screening do not fully capture the value of screening programs. We evaluated the clinical and economic effects of CRC stool-based screening tests, including impacts on cancer-related outcomes. Methods: A cohort-based decision-analytic cost-estimator model estimated outcomes for a single round of screening with next-generation multi-target stool DNA (ng mt-sDNA) test or fecal immunochemical test (FIT) from a US payer perspective. Undiagnosed cancers were assumed to become symptomatic (and detected) within 10 years. Clinical assumptions, advanced precancerous lesion and CRC prevalence, and test performance inputs were from clinical trial data. Adherence rates for initial screening and follow-up colonoscopy after a positive result were from real-world data. Input costs included the screening tests, follow-up colonoscopy (with and without polypectomy), and CRC treatment. Results: Compared with FIT, more individuals completed ng mt-sDNA (321,000 vs. 713,000, respectively), leading to the detection of more CRC cases (436 with FIT vs. 2235 with ng mt-sDNA), more advanced precancerous lesions, and more CRC at earlier stages. The cost of screening per patient screened was USD 801 for ng mt-sDNA and USD 124 for FIT. Follow-up colonoscopy cost was USD 149 million with ng mt-sDNA versus USD 22 million with FIT, whereas CRC treatment costs were lower for ng mt-sDNA (USD 1423 million versus USD 1474 million, respectively). When accounting for both direct and CRC averted costs, the total cost of screening and treatment was USD 1383 million with ng mt-sDNA versus USD 1427 million with FIT. Conclusions: Higher screening costs with ng mt-sDNA versus FIT are counterbalanced by savings realized from enhanced CRC prevention and earlier detection due to the superior test performance and better adherence with ng mt-sDNA.
Poor Mobilization and Plerixafor Use in Matched Related Peripheral Hematopoietic Progenitor Cell Donors
Draper, Nicole, Connelly‐Smith, Laura , Alquist, Caroline R. , Fernando, Leonor P. , Jones, Andrew R. , Schmidt, Amy E. , Harmon, Charles S., Lee, Esther , Linnik, Yevgeniy , Cooling, Laura , Godbey, Elizabeth A, Cooling, Laura , Godbey, Elizabeth A. , Schwartz, Joseph E. , Jones, Andrew, Harmon, Charles

Journal of Clinical Apheresis | December 20, 2025 | Volume: 40 | Issue: 6 | Pages: No page available

10.1002/jca.70074 | PMID 41420827 Get It

ABSTRACT Plerixafor (PLX) is FDA approved for use in autologous peripheral blood stem cell donors but not in allogeneic donors. This study was completed by members of the ASFA HPC Donor Subcommittee to examine the incidence and characteristics of poor mobilizers (PM) among matched related donors (MRD), as well as factors associated with PLX use in MRD. Risks of poor mobilization in MRD were older age, especially donors older than 60 years, lower baseline platelet counts, and heavier recipients. PLX use in PM was low but safe, tripling the success rate for collection. This study adds evidence to the body of literature to support use of PLX in allogeneic donors who are PM.
AASLD AST Practice Guideline on adult liver transplantation: Candidate evaluation
Dove, Lorna , Chadha, Ryan , Lai, Jennifer C. , DiMartini, Andrea , Liapakis, AnnMarie , Parikh, Neehar D. , Firpi-Morell, Roberto , Conteh, Lanla , Fallon, Michael B. , Trotter, James F. , Sapisochin, Gonzalo, Lucey, Michael R. , Chadha, Ryan , Trotter, James , Ladner, Daniela P , Sapisochin, Gonzalo , Lucey, Michael R , Lai, Jennifer , Parikh, Neehar D , DiMartini, Andrea F. , Fallon, Michael B , Ladner, Daniela P.

Hepatology | December 17, 2025 | Volume: 83 | Issue: 6 | Pages: 1609-1645

10.1097/hep.0000000000001644 | PMID 41405234 Get It

Background and Aims: Liver transplant is a specialized treatment for a spectrum of indications that use a scarce resource. Transplant is guided by principles of justice, equity, and benefit, with a constant conflict between competing interests. Organs are a national resource with a goal of equitable distribution across sites. An AASLD guideline for the evaluation and selection of appropriate candidates for transplant has been available since 2005. Methods: A multidisciplinary writing group of liver transplant experts and a librarian convened over 24 months. The writing group reviewed the literature, generated guideline recommendations, and rated the level of evidence for each recommendation based on the Oxford Center for Evidence-Based Medicine. The group categorized the strength of recommendations based on the level of evidence, risk-benefit ratio, and patient preferences. Conclusions: Liver transplant is a lifesaving procedure that should be offered to selected patients with clear indications and a reasonable prospect of benefit. The evaluation is designed to identify those in need, to outline hurdles to a successful outcome, and to develop an effective transplant plan. The goal of this document is to provide a template for this process.
Cervical Cancer, Version 2.2026, NCCN Clinical Practice Guidelines In Oncology
Abu‐Rustum, Nadeem R. , Campos, Susana M. , Amarnath, Sudha, Barber, Emma L. , Bradley, Kristin , Brooks, Rebecca , Chon, Hye Sook, Damast, Shari , Fisher, Christine M. , Frederick, Peter J., Gaffney, David K. , Giuntoli, Robert , Glaser, Scott , Howitt, Brooke E. , Kendra, Kari , Landrum, Lisa M. , Mantia-Smaldone, Gina , Mariani, Andrea , Nagel, Christa , Nieto, Karina , Nwachukwu, Chika , Podoll, Mirna, Rodabaugh, Kerry J. , Salani, Ritu , Schorge, John O., Schuetze, Scott M. , Siedel, Jean , Sisodia, Rachel , Soliman, Pamela T. , Ueda, Stefanie , Urban, Renata R. , Wyse, Emily , McMillian, Nicole R., Arend, Rebecca C. , Chino, Junzo , Crispens, Marta Ann , Gaillard, Stéphanie , Lea, Jayanthi Sivasothy , Lee, Nita Karnik , Mutch, David G. , Nekhlyudov, Larissa , Sambandam, Vaishnavi

Journal of the National Comprehensive Cancer Network | December 17, 2025 | Volume: 23 | Issue: 12 | Pages: 549-573

10.6004/jnccn.2025.0057 | PMID 41671440 Get It

The NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) for Cervical Cancer provide diagnostic workup, staging, and various treatment recommendations for cervical cancer based on clinical and surgical staging. This selection from the NCCN Guidelines for cervical cancer specifically focuses on diagnosis and workup, principles of staging and surgery, and primary treatment recommendations for early-stage and advanced disease and provides a detailed overview of systemic therapy recommendations for cervical cancer.
Molecular Stratification of Antiphospholipid Syndrome Through Integrative Analysis of the Whole‐Blood RNA Transcriptome
Ambati, Amala, Kmeťová, Katarína , Navaz, Sherwin, Hoy, Claire K., Sarosh, Cyrus , Navarro-Mendoza, Erika, Kahlenberg, J. Michelle , Zuo, Yu , Kmetova, Katarina , Kahlenberg, J Michelle , Duarte-García, Alí , Knight, Jason S , Zuo, Yu , Ambati, Amala, Ma, Feiyang , Tambralli, Ajay , Gudjonsson, Johann E , Madison, Jacqueline A. , Duarte‐García, Alí

Arthritis & Rheumatology | December 16, 2025 | Volume: 78 | Issue: 5 | Pages: 1124-1133

10.1002/art.70021 | PMID 41399015 Get It

Objective Antiphospholipid syndrome (APS) is a thromboinflammatory disorder characterized by clinical and mechanistic heterogeneity that complicates early diagnosis and hinders targeted treatment. We aimed to identify distinct molecular endotypes among antiphospholipid antibody (aPL)–positive patients using whole‐blood transcriptomics. Methods Whole‐blood RNA sequencing was performed on 174 aPL‐positive patients, including those with primary APS (n = 102), secondary APS (n = 29), and aPL positivity without classifiable APS (n = 43). Unsupervised machine learning and immune cell deconvolution defined transcriptomic clusters and immune landscapes. Results Four transcriptionally distinct clusters were identified. At one end of the spectrum, cluster 1 showed up‐regulation of ribosomal and metabolic pathways and down‐regulation of mechanistic target of rapamycin (mTOR), NETosis, and Hippo/interleukin‐6 (IL‐6) signaling. In contrast, cluster 4 exhibited the opposite pattern, with strong up‐regulation of mTOR, NETosis, and Hippo/IL‐6 signaling. Cluster 2 demonstrated modest enrichment in messenger RNA processing and amino acid metabolism, and cluster 3 showed biosynthetic suppression with mild Hippo/IL‐6 activation. Clinically, cluster 4 stood out with higher IgG anticardiolipin and anti–β 2 ‐glycoprotein I positivity, elevated neutrophil counts, and increased urine protein‐to‐creatinine ratios. Immune deconvolution revealed distinct cell type profiles: cluster 1 was lymphoid predominant; cluster 2 had a balanced composition; cluster 3 was enriched in Treg cells, natural killer cells, macrophages, mast cells, and memory B cells; and cluster 4 was dominated by myeloid cells, including neutrophils, eosinophils, and dendritic cells. Distinct immune pathway activations were linked to clinical features, including white matter lesions, seizures, and cardiac valve disease. Conclusion This study reveals four endotypes of aPL‐positive patients, a step toward personalized medicine for APS through pathway‐informed stratification and therapy.
Consensus practice guidelines on sacroiliac joint complex pain from a multispecialty, international working group
McCormick, Zachary L. , Hurley, Robert W. , Anițescu, Magdalena , Bhaskar, Arun , Cassidy, R. Carter , Chen, Allen S. , Dawson, Timothy , Campos, José Luiz de, Hernández-Porras, Berenice Carolina , Kohan, Lynn , Reece, Ltc David E, Smith, Clark C, Stout, Alison , Szadek, Karolina M., Thomas, Donna-Ann, Tontisirin, Nuj , Vagg, Michael, Hurley, Robert W , Tontisirin, Nuj , Bhaskar, Arun, Bhatia, Anuj , Ares, Javier De Andrés , Hayek, Salim M. , Kissoon, Narayan , Elgueta Le Beuffe, María Francisca , Moon, Jee Youn , Provenzano, David , Schuster, Nathaniel M. , Smith, Clark, Zundert, Jan Van , Woodbury, Anna , Cohen, Steven P.

Regional Anesthesia & Pain Medicine | December 14, 2025 | Volume: No volume available | Issue: No issue available | Pages: rapm-2025-107387

10.1136/rapm-2025-107387 | PMID 41320235 Get It

Background The past two decades have witnessed tremendous growth in the appreciation and treatment of sacroiliac joint (SIJ) complex pain, including anatomical dissections that shed light on innervation, an appreciation for the contribution of extra-articular components to SIJ complex pain, the advent of radiofrequency ablation (RFA) and a host of minimally-invasive surgical techniques. Yet, there is no standardization of diagnosis and treatment paradigms. Methods In February 2023, the Boards of Directors for the American Academy of Pain Medicine (AAPM) and American Society of Regional Anesthesia & Pain Medicine (ASRA-PM) approved the development of multispecialty guidelines on SIJ complex pain. Thirty partner organizations with clinical and scientific interests in SIJ complex pain were identified, and formal letters of request-for-participation were sent to each, along with a request for nominees to serve on the committee. Twenty five organizations agreed to participate in addition to the Departments of Defense and Veterans Affairs. A steering committee developed 21 questions, which spanned criteria for diagnosis, non-interventional and interventional treatments including surgery, technical parameters on how to optimize results, and what constitutes positive outcomes. Questions were methodically assigned to specialized modules comprising 4–5 members with complementary expertise, who collaborated with the Subcommittee Lead and one of three Committee Chairs to develop preliminary drafts. Following thorough revisions, these drafts were subsequently submitted to the full committee for comprehensive review. A modified Delphi method was used in which the answers to questions were sent to the committee en bloc and comments were returned in a non-blinded fashion to the Chairs, who incorporated the comments and sent out revised versions until consensus was achieved. During a committee meeting before commencement, it was agreed that recommendations would be noted when there was >50% agreement among committee members, but that a formal recommendation would require ≥75% consensus. Results Twenty-one organizations formally endorsed the guidelines. The American Society of Anesthesiologists, and American Academy of Physical Medicine & Rehabilitation, and the North American Spine Society affirmed the benefit of the guidelines but did not officially endorse them. The American Academy of Neurology declined to affirm the benefit of the guidelines citing ‘lack of relevance to their membership.’ Per policies, while the Departments of Defense and Veterans Affairs did not formally review the guidelines for endorsement, their representatives approved them. In addition to being endorsed or the benefit affirmed by all voting organizations, complete consensus from committee members was obtained on all 21 questions. On two recommendations, there were dissensions from three societies who thought that selecting patients for sacral lateral branch RFA and minimally-invasive fusion should be based on ≥75% relief from two blocks instead of at least 50% relief from a single block before RFA, and greater than 50% pain relief with documented functional improvement after a single block before fusion. One additional society (Latin American Society of Regional Anesthesia) abstained on the statement that the evidence is stronger for extra-articular than intra-articular injections. The committee found that a battery of physical exam tests has reasonable sensitivity, but lower specificity, for identifying intra-articular but not extra-articular pain, with negative tests having greater predictive value than positive ones. Intra-articular injections have diagnostic validity for SIJ intra-articular, but not extra-articular, pain. There is unclear or negative evidence for imaging. The prevalence rates of intra-articular and extra-articular pathology are comparable, with both intra- and extra-articular steroid injections providing at least 4 weeks of relief in well-selected patients. However, the evidence is slightly stronger for extra-articular corticosteroid injections to provide short-term relief. The evidence base for non-interventional therapies is indirect, extrapolated mostly from low back pain studies. There is weak evidence supporting dextrose-based prolotherapy and platelet-rich plasma to provide at least 3 months of pain relief. There is strong evidence for sacral lateral branch RFA to provide relief for at least 6 months in individuals with extra-articular pathology, with face validity and indirect evidence from randomized trials supporting sacral lateral branch blocks as a prognostic tool. There is stronger evidence for larger lesions or more aggressive lesioning strategies than for less stringent techniques. There is weak evidence to support non-steroidal anti-inflammatory drugs to prevent neuritis after RFA, and in most cases anticoagulation does not require cessation in the periprocedural period. With an aggressive lesioning strategy, sensory stimulation provides minimal therapeutic benefit, with weak, extrapolated evidence that motor stimulation can provide safety benefit. The cut-off to designate diagnostic or prognostic blocks as positive is most commonly set at 50%, with higher values not shown to improve outcomes for more definitive procedures; for therapeutic treatment outcomes, the evidence supports a lower threshold of ≥30% pain relief or meaningful benefit on non-pain outcomes (eg, opioid cessation) for designation of a positive response. For carefully selected patients with intra-articular SIJ complex pain based on controlled blocks who have failed conservative therapies, there is weak or very weak evidence that minimally invasive SIJ fusion can provide benefit for at least one year. Conclusions SIJ complex pain remains an underappreciated source of chronic low back pain, affecting between 15% and 30% of patients with axial pain predominantly below L5. Answers to many questions were limited by low-quality evidence, indicating the need for better research. SIJ complex pain is a multifarious condition (ie, pain can be from different portions of both the intra- and extra-articular components of the joint) for which an interdisciplinary, multimodal treatment plan can optimize treatment outcomes.
Impact of Sinus Surgery on Bacteriome Composition in Patients With Chronic Rhinosinusitis With Nasal Polyps
Vorobjeva, M. A. , iAkushev, Aleksandr , Chen, C.‐C. , Orihara, Masaki , Akbar, Nadeem , Colley, Patrick, Sehanobish, Esha , Chung, Casper H.Y., Scott, Ann , O’Brien, Erin K. , Kita, Hirohito , Voyich, Jovanka M. , Jerschow, Elina , Vorobeva, Maria , Chen, Chien-Chang , Chung, Casper Ho Yin , Scott, Allison , O'Brien, Erin K , Chang, Connie B , Kita, H , Voyich, Jovanka , Knoop, Kathryn A , Jerschow, Elina , Chang, Connie B. , Knoop, Kathryn A.

International Forum of Allergy & Rhinology | December 13, 2025 | Volume: 16 | Issue: 1 | Pages: 114-118

10.1002/alr.70082 | PMID 41389146 Get It

Key points Staphylococcus aureus showed a significant increase in relative abundance in CRSwNP patients following endoscopic sinus surgery compared to pre‐surgery samples. Other Staphylococcus species were found to correlate positively with S. aureus in patients with nasal polyps; among those, S. caprae correlated strongly while being the most represented in samples. Patients with recurrent nasal polyp growth exhibited a substantially greater postoperative increase in the relative abundance of S. aureus .
Pharmacokinetic-pharmacodynamic-efficacy modeling of the MDM2 inhibitor brigimadlin in glioblastoma patient-derived xenografts
Oh, Ju-Hee, Decker, Paul A. , Kosel, Matt, Hu, Zeng , Ott, Lauren L. , Carlson, Brett L. , Sarkaria, Nicole R, Eckel‐Passow, Jeanette E. , Sini, Patrizia , Elmquist, William F. , Sarkaria, Jann N. , Karbhari, Nishika , Mladek, Ann, Decker, Paul A. , Kosel, Matt L, Pasa, Tugce, Eckel-Passow, Jeanette E , Sarkaria, Jann N , Vaubel, Rachael A. , Zhang, Wenjuan , Waller, Katie L. , Mladek, Ann C. , Jain, Sonia , Burgenske, Danielle M. , Kosel, Matthew , Bakken, Katrina K. , Pasa, Tugce I. , Talele, Surabhi

Neuro-Oncology Advances | December 13, 2025 | Volume: 8 | Issue: 1 | Pages: No page available

10.1093/noajnl/vdaf259 | PMID 41664821 Get It

Abstract Background Murine double minute 2 (MDM2) inhibitors reactivate wild-type p53 and are a promising therapy for glioblastoma, IDH-wildtype (GBM). Brigimadlin is a highly potent MDM2 inhibitor being tested in a phase 0/1 clinical trial in combination with radiation in GBM. Methods Brigimadlin pharmacokinetics, pharmacodynamics, and efficacy were evaluated in GBM patient-derived xenografts (PDXs). Results In vitro, brigimadlin impaired viability in TP53 wild-type GBM with an IC50 of 0.8-6.6 nmol/L, but sensitivity did not correlate with MDM2 amplification. In vivo, MDM2 amplification was highly correlated with efficacy. In subcutaneous PDXs, 1 or 2 mg/kg brigimadlin dosed weekly was highly effective in 2 MDM2-amplified PDXs. At 2 mg/kg, brigimadlin delayed tumor regrowth by >5-fold in the MDM2-amplified PDXs compared to 1.5-fold in a non-amplified PDX. In orthotopic PDXs, efficacy was more limited, but 2 mg/kg brigimadlin enhanced the response to fractionated radiation in MDM2-amplified PDXs. Consistent with blood-brain barrier efflux limiting drug distribution, 2 mg/kg brigimadlin extended survival by >5-fold in an MDM2-amplified orthotopic PDX established in Rag1−/−Abcb1a−/− Abcg2−/− mice. In pharmacodynamic studies, p53 target genes were upregulated at both subtherapeutic and therapeutic dose levels, and the extent of activation did not correlate with MDM2 status. Concentrations of brigimadlin in tumor tissue were approximately 10-fold higher in MDM2-amplified tumors, and intracellular drug levels directly correlated with drug-dependent MDM2 upregulation, suggesting target binding affects drug accumulation. Conclusions Brigimadlin is highly effective in MDM2-amplified GBM when adequate drug levels are achieved in tumor tissue. MDM2 amplification impacts both treatment efficacy and intratumoral drug accumulation.
Management of Cancer During Pregnancy: ASCO Guideline
Loren, Alison W. , Lacchetti, Christina , Amant, Frédéric , Carey, Lisa A. , Christian, Nicole , Clark, Caroline C. , Dizon, Don S. , Hudson, Melissa M. , Maués, Julia , Peterson, Erika, Prowell, Tatiana M. , Raab, Rachel, Saeed, Hina , Watson, Katie, Yadav, Siddhartha , Carey, Lisa A , Christian, Nicole , Clark, Caroline , Dizon, Don S , Henry, Melissa , Hudson, Melissa M , Maues, Julia , Prowell, Tatiana M , Rogers, Jane E , Sekeres, Mikkael A , Taylor, Jolyn S , Van Loon, Katherine , Wallace, W Hamish , Yadav, Siddhartha , Partridge, Ann H , Amant, Frederic , Cardonick, Elyce H. , Rogers, Jane E. , Sekeres, Mikkael A. , Loon, Katherine Van , Partridge, Ann H.

Journal of Clinical Oncology | December 11, 2025 | Volume: 44 | Issue: 3 | Pages: 200-251

10.1200/jco-25-02115 | PMID 41380115 Get It

ASCO Guidelines provide recommendations with comprehensive review and analyses of the relevant literature for each recommendation, following the guideline development process as outlined in the ASCO Guidelines Methodology Manual . ASCO Guidelines follow the ASCO Conflict of Interest Policy for Clinical Practice Guidelines . Clinical Practice Guidelines and other guidance (“Guidance”) provided by ASCO is not a comprehensive or definitive guide to treatment options. It is intended for voluntary use by clinicians and should be used in conjunction with independent professional judgment. Guidance may not be applicable to all patients, interventions, diseases or stages of diseases. Guidance is based on review and analysis of relevant literature, and is not intended as a statement of the standard of care. ASCO does not endorse third-party drugs, devices, services, or therapies and assumes no responsibility for any harm arising from or related to the use of this information. See complete disclaimer in Appendix 1 and Appendix 2 (online only) for more. PURPOSE To provide guidance on the recommended management of cancer in pregnant patients. METHODS A multidisciplinary Expert Panel convened and conducted a systematic review of the literature. RESULTS The systematic review identified 450 eligible studies. Much of the evidence consisted of observational data, case series, and case reports. RECOMMENDATIONS Management of cancer during pregnancy should be grounded in a values-based informed-consent process outlining maternal and fetal risks and anticipated benefits. Diagnostic evaluation should follow the as low as reasonably achievable (ALARA) principle, with timing of diagnostic studies individualized based on urgency of cancer detection, potential dangers of delay, and the balance of risks to both the pregnant patient and her embryo or fetus. Due to significant risk of harm to the developing embryo and/or fetus, systemic therapy should be deferred until the second trimester. Methotrexate, hormonal therapies, human epidermal growth factor receptor 2–targeted agents, vascular endothelial growth factor and poly (ADP-ribose) polymerase inhibitors, antibody-drug conjugates, and all cellular therapies are contraindicated during pregnancy, regardless of gestational age. For patients who wish to continue their pregnancy, delivery should be planned at or after 37 weeks, with the final chemotherapy dose scheduled 2-4 weeks before birth. Referral to psychosocial support services is essential to address emotional and practical challenges, reduce distress, and support shared decision making. Additional information is available at www.asco.org/survivorship-guidelines .
PrevCardioOncAI: Machine Learning Algorithms for Predicting Cardiovascular Disease in Cancer Survivors
Brown, Sherry‐Ann , Fang, Michelle , Sparapani, Rodney , Osinski, Kristen , Taylor, Bradley , Yu, Duo , Blessing, Jeffrey, Shah, Rushabh , Collier, Patrick , Bagherimohamadipour, Mehri , Zhang, Jun , Kothari, Anai N. , Rickards, John , Otto, Cameron, Sanchez, Zanele, Arruda‐Olson, Adelaide M. , Cheng, Yee Chung , Fang, Michelle Z , Osinski, Kristen , Taylor, Bradley , Shah, Rushabh , Collier, Patrick , BagheriMohamadiPour, Mehri , Kothari, Anai , Echefu, Gift , Rickards, John , Olson, Jessica , Arruda-Olson, Adelaide, Cheng, Yee Chung , Cheng, Feixiong , Zhou, Yadi

Journal of the American Heart Association | December 11, 2025 | Volume: 14 | Issue: 24 | Pages: No page available

10.1161/jaha.123.030363 | PMID 41378455 Get It

Background Cardiovascular disease (CVD) is a leading cause of death in cancer survivors. Predicting CVD risk in this population remains challenging. Risk prediction models that use machine learning algorithms could provide an objective method for accurate risk prediction to facilitate the prevention and management of CVD in cancer survivors. We evaluated previously tested machine learning algorithms and logistic regression (regularized by machine learning methods), in addition to testing and validating newer, more complex machine learning algorithms, for CVD prediction in cancer survivors. Methods This multicenter study used a database of 3835 multiracial cancer survivors with 89 clinical, laboratory, and echocardiographic features over 20 years. Models were trained using repeated random and time‐split samples and tested on a separate cohort of 329 patients. Model performance was assessed using the area under the receiver operating characteristic curve. Results Regularized logistic regression achieved an area under the receiver operating characteristic curve of 0.845 (heart failure), 0.783 (atrial fibrillation), 0.792 (coronary artery disease), and 0.806 (composite CVD). These are comparable to 0.837 and 0.848 for heart failure, using Bayesian additive regression tree and random forest as more advanced machine learning models, respectively. De novo composite CVD (post‐cancer diagnosis) was also predicted with an area under the receiver operating characteristic curve of 0.826 using regularized logistic regression, compared with 0.735 and 0.802 using decision tree and random forest, respectively. Conclusions Regularized logistic regression and advanced machine learning models demonstrated similar predictive performance, with institutional transferability. These tools may support risk stratification and prevention strategies in cardio‐oncology using longitudinal data. Registration URL: https://www.clinicaltrials.gov ; Unique identifier: NCT05377320.