Research and publications

• Publications / List of publications
  23 publications

  2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2013

  Subgroup deployment-readiness audit of calibration and clinical utility in perioperative infection prediction
  Hugo Guillen-Ramirez, Katharina Lucia Lucas, Yves Max Wintsch, Tobias Ueli Blatter, Karen Triep, Olga Endrich, Guido Beldi, Journal of the American Medical Informatics Association (2026) | Journal article

  Two Actionable Windows: Disentangling Early Mortality From Late Infection Risks Using Time-Resolved AI
  K L Lucas, Y M Wintsch, T Blatter, K Triep, O Endrich, H A Guillen-Ramirez, G Beldi, British Journal of Surgery (2026) | Journal article

  MAP-CARE: Enhancing Cross-Lingual Medical Intervention Terms
  Hugo Guillen-Ramirez, Karen Triep, Christophe Gaudet-Blavignac, Baljit Phull, Guido Beldi, Olga Endrich (2026) | Book chapter

  End-of-surgery prediction of postoperative infectious complications from intraoperative vital-sign dynamics
  Tobias U. Blatter, Yves Wintsch, Karen Triep, Olga Endrich, Hugo Guillen-Ramirez, Guido Beldi, npj Digital Medicine (2026) | Journal article

  LLM-augmented semantic embeddings enable Cross-Lingual mapping of medical procedure terms
  Hugo Guillen-Ramirez, Karen Triep, Christophe Gaudet-Blavignac, Baljit Phull, Guido Beldi, Olga Endrich, Scientific Reports (2026) | Journal article

  Prediction of postoperative infections by strategic data imputation and explainable machine learning
  Hugo Guillen-Ramirez, Daniel Sanchez-Taltavull, Stéphanie Perrodin, Sarah Peisl, Karen Triep, Christophe Gaudet-Blavignac, Olga Endrich, Guido Beldi, Journal of the American Medical Informatics Association (2025) | Journal article

  Preoperative Enterosignatures Predict Surgical Site Infections After Abdominal Surgery
  OPEN FORUM INFECTIOUS DISEASES (2025) | Journal article

  Noise in the operating room coincides with surgical difficulty
  BJS OPEN (2024) | Journal article

  Prediction of Postsurgical Infection by Explainable AI and Strategic Data Imputation
  SWISS MEDICAL WEEKLY (2024) | Journal article

  Implementing Semantic Search for Cohort Selection Using Procedure-Based CHOP Codes
  SWISS MEDICAL WEEKLY (2024) | Journal article

  Influence of patient characteristics on microbial composition in surgical-site infections: insights from national surveillance study
  BJS-BRITISH JOURNAL OF SURGERY (2024) | Journal article

  Functional identification of cis-regulatory long noncoding RNAs at controlled false discovery rates
  NUCLEIC ACIDS RESEARCH (2024) | Journal article

  Age is an independent predictor for the shift from skin to intestinal microbes in surgical site infections across different types of procedures
  SWISS MEDICAL WEEKLY (2023) | Journal article

  Tumour mutations in long noncoding RNAs enhance cell fitness
  NATURE COMMUNICATIONS (2023) | Journal article

  Multi-hallmark long noncoding RNA maps reveal non-small cell lung cancer vulnerabilities
  CELL GENOMICS (2022) | Journal article

  Enhancing CRISPR deletion via pharmacological delay of DNA-PKcs
  GENOME RESEARCH (2021) | Journal article

  Automatic construction of molecular similarity networks for visual graph mining in chemical space of bioactive peptides: an unsupervised learning approach
  Longendri Aguilera-Mendoza and Yovani Marrero-Ponce and César R. García-Jacas and Edgar Chavez and Jesus A. Beltran and Hugo A. Guillen-Ramirez and Carlos A. Brizuela, Scientific Reports (2020) | Journal article

  Particle size distribution from extinction and absorption data of metallic nanoparticles
  Applied Optics (2019) | Journal article

  Graph-Based data integration from bioactive peptide databases of pharmaceutical interest: towards an organized collection enabling visual network analysis.
  Bioinformatics (Oxford, England) (2019) | Journal article

  Classification of riboswitch sequences using k-mer frequencies
  BIOSYSTEMS (2018) | Journal article

  A benchmark of heart sound classification systems based on sparse decompositions
  14TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS (2018) | Journal article

  Accurate Classification of Immunomodulatory RNA Sequences
  2017 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (2017) | Journal article

  Improving an Evolutionary Multi-objective Algorithm for the Biclustering of Gene Expression Data
  2013 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) (2013) | Journal article