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BioMedInformatics, Volume 4, Issue 1

March 2024 - 48 articles

Cover Story: This Figure perfectly summarizes our young journal BioMedInformatics as it provides a bridge between medical science and new developments in bioinformatics in all its forms from biomedical informatics, as well as computational biology and medicine, linking patient diagnosis to new discoveries and personalized medicine. View this paper
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Articles (48)

  • Article
  • Open Access
6 Citations
2,890 Views
26 Pages

Artificial Intelligence Analysis and Reverse Engineering of Molecular Subtypes of Diffuse Large B-Cell Lymphoma Using Gene Expression Data

  • Joaquim Carreras,
  • Yara Yukie Kikuti,
  • Masashi Miyaoka,
  • Saya Miyahara,
  • Giovanna Roncador,
  • Rifat Hamoudi and
  • Naoya Nakamura

Diffuse large B-cell lymphoma is one of the most frequent mature B-cell hematological neoplasms and non-Hodgkin lymphomas. Despite advances in diagnosis and treatment, clinical evolution is unfavorable in a subset of patients. Using molecular techniq...

  • Article
  • Open Access
2,188 Views
10 Pages

Tetanus Severity Classification in Low-Middle Income Countries through ECG Wearable Sensors and a 1D-Vision Transformer

  • Ping Lu,
  • Zihao Wang,
  • Hai Duong Ha Thi,
  • Ho Bich Hai,
  • VITAL Consortium,
  • Louise Thwaites and
  • David A. Clifton

Tetanus, a life-threatening bacterial infection prevalent in low- and middle-income countries like Vietnam, impacts the nervous system, causing muscle stiffness and spasms. Severe tetanus often involves dysfunction of the autonomic nervous system (AN...

  • Review
  • Open Access
67 Citations
18,741 Views
49 Pages

Deep learning has emerged as a powerful tool for medical image analysis and diagnosis, demonstrating high performance on tasks such as cancer detection. This literature review synthesizes current research on deep learning techniques applied to lung c...

  • Article
  • Open Access
4 Citations
3,598 Views
17 Pages

Hospital readmission involves the unplanned emergency admission of patients within 30 days from discharge after the previous admission. According to the Canadian Health Institute (CIHI), 1 in 11 patients were readmitted within 30 days of leaving the...

  • Article
  • Open Access
4 Citations
3,669 Views
22 Pages

An Explainable AI System for the Diagnosis of High-Dimensional Biomedical Data

  • Alfred Ultsch,
  • Jörg Hoffmann,
  • Maximilian A. Röhnert,
  • Malte von Bonin,
  • Uta Oelschlägel,
  • Cornelia Brendel and
  • Michael C. Thrun

Typical state-of-the-art flow cytometry data samples typically consist of measures of 10 to 30 features of more than 100,000 cell “events”. Artificial intelligence (AI) systems are able to diagnose such data with almost the same accuracy...

  • Review
  • Open Access
7 Citations
11,105 Views
24 Pages

Digital Pathology: A Comprehensive Review of Open-Source Histological Segmentation Software

  • Anna Maria Pavone,
  • Antonino Giulio Giannone,
  • Daniela Cabibi,
  • Simona D’Aprile,
  • Simona Denaro,
  • Giuseppe Salvaggio,
  • Rosalba Parenti,
  • Anthony Yezzi and
  • Albert Comelli

In the era of digitalization, the biomedical sector has been affected by the spread of artificial intelligence. In recent years, the possibility of using deep and machine learning methods for clinical diagnostic and therapeutic interventions has been...

  • Review
  • Open Access
1 Citations
8,376 Views
15 Pages

Radiation-induced gastrointestinal (GI) dose constraints are still a matter of concern with the ongoing evolution of patient outcomes and treatment-related toxicity in the era of image-guided intensity-modulated radiation therapy (IMRT), stereotactic...

  • Article
  • Open Access
4 Citations
4,657 Views
19 Pages

Blood Pressure Estimation from Photoplythmography Using Hybrid Scattering–LSTM Networks

  • Osama A. Omer,
  • Mostafa Salah,
  • Ammar M. Hassan,
  • Mohamed Abdel-Nasser,
  • Norihiro Sugita and
  • Yoshifumi Saijo

One of the most significant indicators of heart and cardiovascular health is blood pressure (BP). Blood pressure (BP) has gained great attention in the last decade. Uncontrolled high blood pressure increases the risk of serious health problems, inclu...

  • Article
  • Open Access
1 Citations
2,637 Views
12 Pages

Machine Learning Analysis of Genomic Factors Influencing Hyperbaric Oxygen Therapy in Parkinson’s Disease

  • Eirini Banou,
  • Aristidis G. Vrahatis,
  • Marios G. Krokidis and
  • Panagiotis Vlamos

(1) Background: Parkinson’s disease (PD) is a progressively worsening neurodegenerative disorder affecting movement, mental well-being, sleep, and pain. While no cure exists, treatments like hyperbaric oxygen therapy (HBOT) offer potential reli...

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BioMedInformatics - ISSN 2673-7426