Deep learning algorithms for predicting pathological complete response in MRI of rectal cancer patients undergoing neoadjuvant chemoradiotherapy: a systematic review Article Swipe
Bor‐Kang Jong
,
Zhen-Hao Yu
,
Yu-Jen Hsu
,
Sum-Fu Chiang
,
Jeng‐Fu You
,
Yih‐Jong Chern
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1007/s00384-025-04809-w
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1007/s00384-025-04809-w
AI-enhanced MRI demonstrates significant potential in predicting pCR in rectal cancer, particularly with T2W + DWI sequences and larger datasets. While integrating clinical data remains controversial, standardizing methodologies and expanding datasets will further enhance model robustness and clinical utility.
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Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1007/s00384-025-04809-w
- https://link.springer.com/content/pdf/10.1007/s00384-025-04809-w.pdf
- OA Status
- hybrid
- Cited By
- 3
- References
- 52
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4406609356
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4406609356Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1007/s00384-025-04809-wDigital Object Identifier
- Title
-
Deep learning algorithms for predicting pathological complete response in MRI of rectal cancer patients undergoing neoadjuvant chemoradiotherapy: a systematic reviewWork title
- Type
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reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-01-20Full publication date if available
- Authors
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Bor‐Kang Jong, Zhen-Hao Yu, Yu-Jen Hsu, Sum-Fu Chiang, Jeng‐Fu You, Yih‐Jong ChernList of authors in order
- Landing page
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https://doi.org/10.1007/s00384-025-04809-wPublisher landing page
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https://link.springer.com/content/pdf/10.1007/s00384-025-04809-w.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
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hybridOpen access status per OpenAlex
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https://link.springer.com/content/pdf/10.1007/s00384-025-04809-w.pdfDirect OA link when available
- Concepts
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Medicine, Colorectal cancer, Chemoradiotherapy, Pathological, Hepatology, Neoadjuvant therapy, Internal medicine, Algorithm, Radiation therapy, Oncology, Complete response, Cancer, Radiology, Chemotherapy, Breast cancer, Computer scienceTop concepts (fields/topics) attached by OpenAlex
- Cited by
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3Total citation count in OpenAlex
- Citations by year (recent)
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2025: 3Per-year citation counts (last 5 years)
- References (count)
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52Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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