You are currently on the new version of our website. Access the old version .

Diagnostics, Volume 13, Issue 19

2023 October-1 - 139 articles

Cover Story: AI-aided interpretations of medical images are promising areas. However, when images with different characteristics are extracted, depending on the manufacturer and imaging environment, a so-called domain shift problem occurs. Domain adaptation is used to address this problem. Domain adaptation is a tool that generates a newly converted image which is suitable for other domains. It has also shown promise in reducing the differences in appearance among the images collected from different devices. Domain adaptation is expected to improve the reading accuracy of AI for heterogeneous image distributions in medical image analyses. In this paper, we review the history and basic characteristics of domain shift and domain adaptation as well as their use in gastrointestinal endoscopy and the medical field. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (139)

  • Interesting Images
  • Open Access
5 Citations
3,593 Views
5 Pages

Primary Cutaneous Cryptococcosis in an Immunocompetent Patient: Diagnostic Workflow and Choice of Treatment

  • Francesca Panza,
  • Francesca Montagnani,
  • Gennaro Baldino,
  • Cosimo Custoza,
  • Mario Tumbarello and
  • Massimiliano Fabbiani

7 October 2023

Cryptococcosis is an opportunistic infection in immunocompromised patients, involving mainly the lungs and central nervous system; however, the skin, eyes and genitourinary tract could also be involved as secondary sites of infection. Primary cutaneo...

  • Article
  • Open Access
5 Citations
2,523 Views
12 Pages

7 October 2023

Infective endocarditis (IE) is a serious and diagnostically challenging condition. [18F]FDG PET/CT is valuable for evaluating suspected IE, but it is susceptible to motion-related artefacts. This study investigated the potential benefits of cardiac m...

  • Comment
  • Open Access
3 Citations
2,205 Views
4 Pages

7 October 2023

The study by Chen et al. of a 56-year-old man diagnosed with acute hemorrhagic encephalomyelitis (AHEM) had a significant impact on us. The authors provided a comprehensive account of their diagnostic journey and emphasized the need to differentiate...

  • Systematic Review
  • Open Access
69 Citations
23,755 Views
40 Pages

7 October 2023

Skin lesions are essential for the early detection and management of a number of dermatological disorders. Learning-based methods for skin lesion analysis have drawn much attention lately because of improvements in computer vision and machine learnin...

  • Article
  • Open Access
3 Citations
2,288 Views
16 Pages

Gender Differences and Amputation Risk in Peripheral Artery Disease—A Single-Center Experience

  • Viviana Onofrei,
  • Cristina Andreea Adam,
  • Dragos Traian Marius Marcu,
  • Maria-Magdalena Leon,
  • Carmen Cumpăt,
  • Florin Mitu and
  • Doina-Clementina Cojocaru

7 October 2023

Background and Objectives: Peripheral artery disease (PAD) affects both genders, but the knowledge of clinical and therapeutic aspects particular to each gender has a prognostic value, modulating the risk of amputation and helping to reduce the risk...

  • Article
  • Open Access
5 Citations
2,944 Views
10 Pages

Evaluation of the Diagnostic Performances of the SD-Bioline®HBeAg Rapid Test Used Routinely for the Management of HBV-Infected Individuals in Burkina Faso

  • Abdoulaye Dera,
  • Armel M. Sanou,
  • Mathuola N. G. Ouattara,
  • Abdoul K. Ilboudo,
  • David B. Lankoande,
  • Dieudonné Ilboudo,
  • Delphine Napon-Zongo and
  • Michel K. Gomgnimbou

7 October 2023

Hepatitis B e antigen (HBeAg) is a marker of wild-type hepatitis B virus replication. In resource-limited countries where access to enzyme-linked immunosorbent assay (ELISA) remains a challenge, rapid diagnostic tests (RDT) constitute a good alternat...

  • Article
  • Open Access
3 Citations
4,755 Views
17 Pages

The Prognostic Value of Creatine Kinase-MB Dynamics after Primary Angioplasty in ST-Elevation Myocardial Infarctions

  • Delia Melania Popa,
  • Liviu Macovei,
  • Mihaela Moscalu,
  • Radu Andy Sascău and
  • Cristian Stătescu

6 October 2023

Background: In STEMIs, the evaluation of the relationship between biomarkers of myocardial injury and patients’ prognoses has not been completely explored. Increased levels of CK-MB in patients with a STEMI undergoing primary angioplasty are kn...

  • Brief Report
  • Open Access
1 Citations
2,463 Views
7 Pages

Brain Metastases from Breast Cancer Histologically Exhibit Solid Growth Pattern with at Least Focal Comedonecrosis: A Histopathologic Study on a Monocentric Series of 30 Cases

  • Jessica Farina,
  • Giuseppe Angelico,
  • Giada Maria Vecchio,
  • Lucia Salvatorelli,
  • Gaetano Magro,
  • Lidia Puzzo,
  • Andrea Palicelli,
  • Magda Zanelli,
  • Roberto Altieri and
  • Giuseppe Broggi
  • + 5 authors

6 October 2023

Since there are no morphological clues capable of making a pathologist suspect a possible mammary origin of a metastatic lesion without adequate clinical information, the histologic diagnosis of brain metastasis from BC is still based on the immunohi...

  • Article
  • Open Access
15 Citations
3,862 Views
19 Pages

6 October 2023

Among the most serious types of cancer is skin cancer. Despite the risk of death, when caught early, the rate of survival is greater than 95%. This inspires researchers to explore methods that allow for the early detection of skin cancer that could s...

  • Review
  • Open Access
44 Citations
11,947 Views
26 Pages

Medical Imaging Applications of Federated Learning

  • Sukhveer Singh Sandhu,
  • Hamed Taheri Gorji,
  • Pantea Tavakolian,
  • Kouhyar Tavakolian and
  • Alireza Akhbardeh

6 October 2023

Since its introduction in 2016, researchers have applied the idea of Federated Learning (FL) to several domains ranging from edge computing to banking. The technique’s inherent security benefits, privacy-preserving capabilities, ease of scalabi...

of 14

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Diagnostics - ISSN 2075-4418