{
  "abstract": "Purpose of review\n\nImplanted pulmonary artery pressure (PAP) monitoring provides an early window on imminent worsening heart failure (HF). Randomized trials demonstrated that PAP-guided management significantly reduces HF hospitalizations, but substantial residual risk persists despite recent major advances in HF pharmacotherapy. We review lessons from PAP-guided remote patient management and examine how artificial intelligence (AI) could support more individualized eligibility assessment and multimodal longitudinal surveillance within a patient-centered adaptive care cycle to further improve clinical outcomes.Recent findings\n\nHF is increasingly recognized as a systemic disease characterized, across HF phenotypes, by multiple cardiac and non-cardiac comorbidities. CHAMPION, GUIDE-HF, and MONITOR-HF did not systematically incorporate comorbidity-related risk into patient selection, while PAP-guided treatment focused predominantly on diuretic adjustment, and monitoring strategies were not adapted to individual disease trajectories. AI could help integrate multidimensional phenotyping to estimate individual risk and expected benefit pre-implant, use comprehensive longitudinal monitoring data to support personalized, actionable clinical decision-making, and enable dynamic adaptation of monitoring intensity tailored to the disease trajectory. This may improve clinical outcomes, reduce healthcare professional workload, enhance patient experience and treatment adherence, and increase cost-effectiveness.",
  "abstract_shown": true,
  "affiliations": [
    "Comprehensive Heart Failure Centre, University and University Hospital Würzburg, Germany, and Department of Medicine 1, Cardiology, University Hospital Würzburg, Am Schwarzenberg 15, 97078, Würzburg, Germany. Angermann_C@ukw.de.",
    "Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, the Netherlands.",
    "Institute of Health Informatics, University College London, London, UK.",
    "The National Institute for Health Research University College London Hospitals Biomedical Research Centre, University College London, London, UK.",
    "Comprehensive Heart Failure Centre, University and University Hospital Würzburg, Germany, and Department of Medicine 1, Cardiology, University Hospital Würzburg, Am Schwarzenberg 15, 97078, Würzburg, Germany.",
    "Comprehensive Heart Failure Centre, Department of Clinical Research & Epidemiology, Würzburg, Germany."
  ],
  "article_type": "review article",
  "arxiv": null,
  "author_total": 4,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Christiane E Angermann",
      "orcid": "0000-0001-7491-7637"
    },
    {
      "affs": [
        1,
        2,
        3
      ],
      "name": "Folkert W Asselbergs",
      "orcid": "0000-0002-1692-8669"
    },
    {
      "affs": [
        4
      ],
      "name": "Georg Ertl",
      "orcid": "0000-0003-4578-5713"
    },
    {
      "affs": [
        4,
        5
      ],
      "name": "Stefan Störk",
      "orcid": "0000-0002-1771-7249"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/2rahefbgaaytt.bib",
  "cited_by": 0,
  "doi": "10.1007/s11897-026-00783-8",
  "fulltext_url": "https://europepmc.org/articles/PMC13680322",
  "id": "2rahefbgaaytt",
  "issns": [
    "1546-9530",
    "1546-9549"
  ],
  "landing_url": "https://europepmc.org/article/MED/42895671",
  "language": "eng",
  "licence": "CC-BY",
  "licence_label": "CC BY",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2705|Heart Failure Treatment and Management"
    ]
  ],
  "openalex": "W7222984692",
  "pdf_url": "https://europepmc.org/articles/PMC13680322?pdf=render",
  "pmcid": "PMC13680322",
  "pmid": "42895671",
  "published": "2026-10-19",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/2rahefbgaaytt.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:19:32Z",
      "native_id": "MED:42895671",
      "source": "europepmc",
      "url": "https://europepmc.org/article/MED/42895671"
    }
  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "openalex:2705|Heart Failure Treatment and Management",
      "subfield": "cardiovascular"
    }
  ],
  "title": "Personalized Remote Patient Management in Heart Failure : From Implanted Hemodynamic Monitoring Toward an Artificial Intelligence-Supported Adaptive Care Cycle.",
  "title_text": "Personalized Remote Patient Management in Heart Failure : From Implanted Hemodynamic Monitoring Toward an Artificial Intelligence-Supported Adaptive Care Cycle.",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:19:32Z",
  "url": "https://research.draconitic.com/paper/2rahefbgaaytt",
  "venue": "Current heart failure reports",
  "versions": []
}