Evidence map›Paper›PMID 37760723›Full record

ArticleAntibiotics (Basel, Switzerland)2023

Analysis of Clinical Phenotypes through Machine Learning of First-Line

Olga P Nyssen, Pietro Pratesi, Miguel A Spínola, Laimas Jonaitis, Ángeles Pérez-Aísa, Dino Vaira, Ilaria Maria Saracino, Matteo Pavoni, Giulia Fiorini, Bojan Tepes and 41 more

Abstract read
In one paragraph

Article in Antibiotics (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Machine Learning-Based Prediction of Helicobacter pylori Infection Study in Adults.Medical science monitor : international medical journal of experimental and clinical research · 2024
    Article
  6. Best Practices forGastroenterology & hepatology · 2024
    Article
  7. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

51 authors.

Olga P NyssenDigestive System Service of the Hospital Universitario de La Princesa, 28006 Madrid, Spain.ORCID 0000-0002-4920-9310
Pietro PratesiDipartimento di Statistica e Metodi Quantitativi (DISMEQ), Universitá degli studi di Milano-Bicocca, 20126 Milano, Italy.
Miguel A SpínolaUnidad de Análisis de Datos del Instituto de Investigación Sanitaria Princesa (IIS-Princesa), 28006 Madrid, Spain.
Laimas JonaitisInstitute for Digestive Research, Department of Gastroenterology, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania.ORCID 0000-0001-9086-3675
Ángeles Pérez-AísaHospital Universitario Costa del Sol, 29603 Marbella, Spain.ORCID 0000-0003-2974-1382
Dino VairaDepartment of Surgical and Medical Sciences, Sant'Orsola-Malpighi University Hospital, 40138 Bologna, Italy.
Ilaria Maria SaracinoDepartment of Surgical and Medical Sciences, Sant'Orsola-Malpighi University Hospital, 40138 Bologna, Italy.ORCID 0000-0003-4388-7089
Matteo PavoniDepartment of Surgical and Medical Sciences, Sant'Orsola-Malpighi University Hospital, 40138 Bologna, Italy.
Giulia FioriniDepartment of Surgical and Medical Sciences, Sant'Orsola-Malpighi University Hospital, 40138 Bologna, Italy.
Bojan TepesDepartment of Gastroenterology, DC Rogaska, 3250 Rogaska Slatina, Slovenia.
Dmitry S BordinDepartment of Pancreatic, Biliary and Upper Digestive Tract Disorders, A. S. Loginov Moscow Clinical Scientific Center, 111123 Moscow, Russia.ORCID 0000-0003-2815-3992
Irina VoynovanDepartment of Pancreatic, Biliary and Upper Digestive Tract Disorders, A. S. Loginov Moscow Clinical Scientific Center, 111123 Moscow, Russia.ORCID 0000-0002-5584-8514
Ángel LanasCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.ORCID 0000-0001-5932-2889
Samuel J Martínez-DomínguezCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.ORCID 0000-0003-0857-8117
Enrique AlfaroServicio de Aparato Digestivo, Hospital Clínico Universitario Lozano Blesa, 50009 Zaragoza, Spain.
Luis BujandaCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.
Manuel Pabón-CarrascoDepartment of Gastroenterology, Hospital Universitario de Valme, 41014 Seville, Spain.
Luis HernándezGastroenterology Unit, Hospital Santos Reyes, 09400 Aranda de Duero, Spain.ORCID 0000-0002-9175-4312
Antonio GasbarriniMedicina interna e Gastroenterologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy.ORCID 0000-0002-6230-1779
Juozas KupcinskasInstitute for Digestive Research, Department of Gastroenterology, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania.ORCID 0000-0002-8760-7416
Frode LerangDepartment of Gastroenterology, Østfold Hospital Trust, 1714 Grålum, Norway.
Sinead M SmithSchool of Medicine, Trinity College Dublin, D02 PN40 Dublin, Ireland.ORCID 0000-0003-3460-3590
Oleksiy GridnyevDepartments the Division for the Study of the Digestive Diseases and Its Comorbidity with Noncommunicable Diseases, Government Institution L.T. Malaya Therapy National Institute of NAMS of Ukraine, 61039 Kharkiv, Ukraine.ORCID 0000-0003-4716-3520
Mārcis LejaDepartment of Gastroenterology, Digestive Diseases Centre, LV-1006 Riga, Latvia.ORCID 0000-0002-0319-8855
Theodore RokkasGastroenterology Clinic, Henry Dunant Hospital, 115 26 Athens, Greece.ORCID 0000-0001-6475-3026
Ricardo Marcos-PintoGastroenterology Department, Centro Hospitalar do Porto, 4150-001 Porto, Portugal.
Antonio MeštrovićDepartment of Gastroenterology, University Hospital of Split, 21000 Split, Croatia.
Wojciech MarliczDepartment of Gastroenterology, Pomeranian Medical University, 70-204 Szczecin, Poland.ORCID 0000-0002-2649-5967
Vladimir MilivojevicDepartment of Gastroenterology, University Clinical Center of Serbia, 11000 Belgrade, Serbia.ORCID 0000-0003-3601-7528
Halis SimsekDepartment of Gastroenterology, HC International Clinic, Hacettepe University, 06690 Ankara, Turkey.
Lumir KunovskyDepartment of Internal Medicine-Gastroenterology and Geriatrics, University Hospital Olomouc, 779 00 Olomouc, Czech Republic.ORCID 0000-0003-2985-8759
Veronika PappDepartment of Surgery, Transplantation and Gastroenterology, Semmelweis University, 1085 Budapest, Hungary.
Perminder S PhullDepartment of Digestive Disorders, Aberdeen Royal Infirmary, Aberdeen AB25 2ZN, UK.
Marino VeneritoDepartment of Gastroenterology, Hepatology and Infectious Diseases, University Hospital of Magdeburg, 39120 Magdeburg, Germany.ORCID 0000-0001-8581-0974
Lyudmila BoyanovaDepartment of Medical Microbiology, Medical University of Sofia, 1431 Sofia, Bulgaria.
Doron BoltinDivision of Gastroenterology, Rabin Medical Center, Tel Aviv University, Tel Aviv-Yafo 49100, Israel.ORCID 0000-0003-3357-613X
Yaron NivAdelson Faculty of Medicine, Ariel University, Ariel 4070000, Israel.
Tamara Matysiak-BudnikHepato-Gastroenterology & Digestive Oncology Unit, University Hospital of Nantes, 44000 Nantes, France.
Michael DoulberisGastroenterology Department, Kantonsspital Aarau, 5001 Aarau, Switzerland.ORCID 0000-0002-0396-5081
Daniela DobruDepartment of Gastroenterology, University of Medicine, Pharmacy, Science, and Technology of Târgu Mures, 540142 Târgu Mures, Romania.
Vincent LamyDepartment of Gastroenterology & Hepatology, CHU de Charleroi, 6042 Charleroi, Belgium.ORCID 0000-0002-4174-7536
Lisette G CapelleDepartment of Gastroenterology and Hepatology, Meander Medical Center, 3813 Amersfoort, The Netherlands.
Emilija Nikolovska TrpchevskaDepartment of Gastroenterology, University Clinic for Gastroenterohepatology, 1000 Skopje, North Macedonia.ORCID 0009-0009-4879-3904
Leticia MoreiraCentro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), 28029 Madrid, Spain.ORCID 0000-0002-4518-8591
Anna Cano-CatalàGastrointestinal Oncology, Endoscopy and Surgery (GOES) Research Group, Althaia Xarxa Assistencial Universitària de Manresa, 08243 Barcelona, Spain.ORCID 0000-0003-2721-5127
Pablo ParraDigestive System Service of the Hospital Universitario de La Princesa, 28006 Madrid, Spain.
Francis MégraudINSERM, Institut National de la Santé Et de la Recherche Médicale U1312, Université de Bordeaux, 33077 Bordeaux, France.
Colm O'MorainSchool of Medicine, Trinity College Dublin, D02 PN40 Dublin, Ireland.
Guillermo J OrtegaUnidad de Análisis de Datos del Instituto de Investigación Sanitaria Princesa (IIS-Princesa), 28006 Madrid, Spain.ORCID 0000-0002-7840-6145
Javier P GisbertDigestive System Service of the Hospital Universitario de La Princesa, 28006 Madrid, Spain.ORCID 0000-0003-2090-3445
On Behalf Of The Hp-EuReg Investigators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The segmentation of patients into homogeneous groups could help to improve eradication therapy effectiveness. Our aim was to determine the most important treatment strategies used in Europe, to evaluate first-line treatment effectiveness according to year and country.

Indexed as

clusteringeradicationHelicobacter pylorimachine learningphenotypingtreatment

Identifiers

PMID37760723
PMCPMC10525558

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.