Radiomics and Machine Learning in Medical Imaging

This cluster of papers focuses on the application of radiomics, a quantitative analysis of medical images, particularly in the context of cancer imaging and precision medicine. It explores the extraction of advanced features from medical images, the use of machine learning for predictive modeling, and the assessment of tumor heterogeneity through texture analysis.

Journals publishing in this area

1

Radiotherapy and Oncology

ISSN 0167-81406,460 articles in this topic

224h-index

0.54Impact

57.5KArticles

474.9KCitations

2

Journal of Clinical Oncology

Journal of Clinical Oncology

ISSN 0732-183X5,861 articles in this topic

733h-index

1.70Impact

166.4KArticles

4.4MCitations

3

International Journal of Radiation Oncology*Biology*Physics

ISSN 0360-30165,748 articles in this topic

345h-index

0.76Impact

85.4KArticles

1.5MCitations

4

Medical Physics

ISSN 0094-24055,332 articles in this topic

267h-index

2.15Impact

45.2KArticles

697.7KCitations

5

Frontiers in Oncology

ISSN 2234-943X2,676 articles in this topic

203h-index

2.19Impact

35.7KArticles

606.1KCitations

6

Radiology

Radiology

ISSN 0033-84192,588 articles in this topic

429h-index

5.32Impact

62.8KArticles

2.4MCitations

7

European Radiology

European Radiology

ISSN 0938-79942,324 articles in this topic

210h-index

3.71Impact

17.7KArticles

576KCitations

8

Scientific Reports

ISSN 2045-23222,090 articles in this topic

451h-index

4.00Impact

288.3KArticles

7.5MCitations

9

Annals of Oncology

ISSN 0923-75341,822 articles in this topic

384h-index

1.10Impact

67.1KArticles

1.1MCitations

10

American Journal of Roentgenology

American Journal of Roentgenology

ISSN 0361-803X1,778 articles in this topic

288h-index

1.90Impact

35.8KArticles

1.3MCitations

11

Cancers

Cancers

ISSN 2072-66941,587 articles in this topic

215h-index

3.99Impact

35.8KArticles

755.1KCitations

12

IEEE Transactions on Medical Imaging

ISSN 0278-00621,099 articles in this topic

321h-index

7.26Impact

8.6KArticles

631KCitations

13

Physics in Medicine and Biology

ISSN 0031-9155985 articles in this topic

262h-index

2.46Impact

18.9KArticles

674KCitations

14

European Journal of Cancer

ISSN 0959-8049904 articles in this topic

295h-index

2.05Impact

41.9KArticles

833KCitations

15

Annals of Surgical Oncology

Annals of Surgical Oncology

ISSN 1068-9265707 articles in this topic

237h-index

1.47Impact

23.1KArticles

614.5KCitations

16

European Urology

ISSN 0302-2838597 articles in this topic

322h-index

0.98Impact

26.6KArticles

754.9KCitations

17

BMC Cancer

ISSN 1471-2407583 articles in this topic

202h-index

3.18Impact

20.2KArticles

606.1KCitations

18

BioMed Research International

BioMed Research International

ISSN 2314-6133271 articles in this topic

246h-index

0.88Impact

26.7KArticles

781.7KCitations

19

Magnetic Resonance in Medicine

ISSN 0740-3194200 articles in this topic

323h-index

2.41Impact

15.8KArticles

835.4KCitations

20

International Journal of Radiology and Diagnostic Imaging

ISSN 2664-443639 articles in this topic

4h-index

0.05Impact

565Articles

136Citations

21

International Journal of Cloud Computing and Database Management

ISSN 2707-59073 articles in this topic

3h-index

0.23Impact

147Articles

49Citations

22

International Journal of Pulmonary and Respiratory Sciences

ISSN 2664-85042 articles in this topic

2h-index

0.05Impact

47Articles

6Citations