BioMedInformatics

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Top Publications

• Explainable Artificial Intelligence (XAI) in Biomedicine: Making AI Decisions Trustworthy for Physicians and Patients

  (2021)
  110 Citations

• State-of-the-Art Explainability Methods with Focus on Visual Analytics Showcased by Glioma Classification

  (2022)
  26 Citations

• Interpretable Machine Learning with Brain Image and Survival Data

  (2022)
  19 Citations

• High Expression of Caspase-8 Associated with Improved Survival in Diffuse Large B-Cell Lymphoma: Machine Learning and Artificial Neural Networks Analyses

  Joaquim Carreras;Yara Yukie Kikuti;Giovanna Roncador;Masashi Miyaoka

  (2021)
  17 Citations

• Enhancing Explainable Machine Learning by Reconsidering Initially Unselected Items in Feature Selection for Classification

  (2022)
  11 Citations

• The Use of the Random Number Generator and Artificial Intelligence Analysis for Dimensionality Reduction of Follicular Lymphoma Transcriptomic Data

  (2022)
  10 Citations

• Real-Time Jaundice Detection in Neonates Based on Machine Learning Models

  (2024)
  8 Citations

• Pitfalls of Using Multinomial Regression Analysis to Identify Class-Structure-Relevant Variables in Biomedical Data Sets: Why a Mixture of Experts (MOE) Approach Is Better

  (2023)
  8 Citations

• Automatic Facial Palsy, Age and Gender Detection Using a Raspberry Pi

  (2023)
  7 Citations

• Human Gm, Km, and Am Allotypes: WHO/IMGT Nomenclature and IMGT Unique Numbering for Immunoinformatics and Therapeutical Antibodies

  (2023)
  6 Citations