A novel framework for esophageal cancer grading: combining CT imaging, radiomics, reproducibility, and deep learning insights.
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| Title: | A novel framework for esophageal cancer grading: combining CT imaging, radiomics, reproducibility, and deep learning insights. |
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| Authors: | Alsallal M; Electronics and Communication Department, College of Engineering, Al- Muthanna University, Education Zone, AL-Muthanna, Iraq., Ahmed HH; College of Pharmacy, Alnoor University, Mosul, Iraq., Kareem RA; Ahl al Bayt University, Kerbala, Iraq., Yadav A; Department of Computer Engineering and Application, GLA University, Mathura, 281406, India., Ganesan S; Department of Chemistry and Biochemistry, School of Sciences, JAIN (Deemed to be University), Bangalore, Karnataka, India., Shankhyan A; Centre for Research Impact & Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, 140401, India., Gupta S; Department of Chemistry, Chandigarh Engineering College, Chandigarh Group of Colleges-Jhanjeri, Mohali, Punjab, 140307, India., Joshi KK; Department of Allied Science, Graphic Era Hill University, Dehradun, Uttarakhand, 248002, India.; Graphic Era Deemed to be University, Dehradun, Uttarakhand, India., Sameer HN; Collage of Pharmacy, National University of Science and Technology, Dhi Qar, 64001, Iraq., Yaseen A; Gilgamesh Ahliya University, Baghdad, Iraq., Athab ZH; Department of Pharmacy, Al-Zahrawi University College, Karbala, Iraq., Adil M; Pharmacy College, Al-Farahidi University, Baghdad, Iraq., Farhood B; Department of Medical Physics and Radiology, Faculty of Paramedical Sciences, Kashan University of Medical Sciences, Kashan, Iran. bffarhood@gmail.com. |
| Source: | BMC gastroenterology [BMC Gastroenterol] 2025 May 10; Vol. 25 (1), pp. 356. Date of Electronic Publication: 2025 May 10. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968547 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-230X (Electronic) Linking ISSN: 1471230X NLM ISO Abbreviation: BMC Gastroenterol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1471-230X |
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| DOI: | 10.1186/s12876-025-03952-6 |
