Radiomics and Machine Learning in Medical Imaging

111 works

1. A framework utilizing deep learning techniques for the detection and classification of breast cancerous cells in mammographic images

   Shavkat Fazilov, Khabiba Abdieva, O.R. Yusupov +2

   ArticleAI in cancer detectionAIP conference proceedings202413 citations

   ABIABI:AkademIndex/openalex/2024.article.000437

2. From Anatomy to Genomics Using a Multi-Task Deep Learning Approach for Comprehensive Glioma Profiling

   Akmalbek Abdusalomov, Sabina Umirzakova, Obidjon Bekmirzaev +6

   ArticleGlioma Diagnosis and TreatmentBioengineering20254 citations

   ABIABI:AkademIndex/openalex/2025.article.000658

3. AI-driven multi-omics integration in precision oncology: bridging the data deluge to clinical decisions

   Chou‐Yi Hsu, Shavan Askar, Samer Saleem Alshkarchy +7

   ArticleRadiomics and Machine Learning in Medical ImagingClinical and Experimental Medicine20253 citations

   ABIABI:AkademIndex/openalex/2025.article.000015

4. Overcoming Barriers in Metaheuristic Neural Network Optimization for Biomedical Imaging

   S. Aarthi, R. N. Ravikumar, Madina Kalandarova +3

   ChapterRadiomics and Machine Learning in Medical Imaging20253 citations

   ABIABI:AkademIndex/openalex/2025.chapter.000011

5. Multispiral computed tomography for prostate diseases

   Хamidov Obid Abduraхmаnovich, Mirzakulov Mehriddin Mashrab ugli, Ametova Alie Servetovna +1

   ArticleMedical Imaging Techniques and ApplicationsCENTRAL ASIAN JOURNAL OF MEDICAL AND NATURAL SCIENCES20213 citations

   ABIABI:AkademIndex/openalex/2026.other.434534

6. Enhancing Prostate Cancer Classification by Leveraging Key Radiomics Features and Using the Fine-Tuned Linear SVM Algorithm

   Metin Varan, Jahongir Azimjonov, Bilgen Maçal

   ArticleRadiomics and Machine Learning in Medical ImagingIEEE Access20232 citations

   ABIABI:AkademIndex/openalex/2023.article.000319

7. Medical imaging and nuclear medicine: a Lancet Oncology Commission

   Hedvig Hricak, May Abdel–Wahab, Rifat Atun +14

   Review articleRadiomics and Machine Learning in Medical ImagingThe Lancet Oncology20212 citations

   ABIABI:AkademIndex/openalex/2026.other.000047

8. Artificial Intelligence-Based Classification of CT Images Using a Hybrid SpinalZFNet

   Faiqa Maqsood, Wang Zhenfei, Muhammad Mumtaz Ali +6

   ArticleArtificial Intelligence in Healthcare and EducationInterdisciplinary Sciences Computational Life Sciences20242 citations

   ABIABI:AkademIndex/openalex/2026.other.131080

9. Comparative Study of Cell Nuclei Segmentation Based on Computational and Handcrafted Features Using Machine Learning Algorithms

   Rashadul Islam Sumon, Md Ariful Islam Mozumder, Salma Akter +4

   ArticleAI in cancer detectionDiagnostics20252 citations

   ABIABI:AkademIndex/openalex/2026.other.311406

10. Bridging the Gap Between Accuracy and Efficiency in AI-Based Breast Cancer Diagnosis from Histopathological Data

    Kuldashbay Avazov, Sabina Umirzakova, Akmalbek Abdusalomov +6

    ArticleAI in cancer detectionCancers20252 citations

    ABIABI:AkademIndex/openalex/2026.other.335878

11. A Certain Inversion Problem for the Ray Transform with Incomplete Data

    A. Begmatov

    ArticleMedical Imaging Techniques and ApplicationsSiberian Mathematical Journal20011 citations

    ABIABI:AkademIndex/openalex/2001.article.000055

12. Texture Analysis of CT Images in Head and Neck Tumors Differentiation

    Yu. M. Khodjibekova, Marat Khodjibekov, B. R. Akhmedov +2

    ArticleRadiomics and Machine Learning in Medical ImagingJournal of radiology and nuclear medicine20221 citations

    ABIABI:AkademIndex/openalex/2022.article.000955

13. Could normalization improve robustness of abdominal MRI radiomic features?

    Valentina Giannini, Jovana Panić, Daniele Regge +2

    ArticleRadiomics and Machine Learning in Medical ImagingBiomedical Physics & Engineering Express20231 citations

    ABIABI:AkademIndex/openalex/2023.article.000662

14. Analysis of imaging equipments of human internal organs

    Narzullo Mamatov, Pulat Sultanov, Malika Jalelova

    ArticleAdvanced X-ray and CT ImagingInterConf20231 citations

    ABIABI:AkademIndex/openalex/2023.article.002930

15. Lung Cancer Prediction Using the Algorithms for Calculating Estimates

    Nurmukhammad Alimkulov, Shavkat Ibragimov, Mirzaakbar Hudayberdiev +1

    ArticleRadiomics and Machine Learning in Medical Imaging20231 citations

    ABIABI:AkademIndex/openalex/2023.article.004254

16. Position Statements of the Emerging Trends Committee of the Asian Oceanian Society of Radiology on the Adoption and Implementation of Artificial Intelligence for Radiology

    Nicole Kessa Wee, Kim-Ann Git, Wen‐Jeng Lee +7

    Review articleArtificial Intelligence in Healthcare and EducationKorean Journal of Radiology20241 citations

    ABIABI:AkademIndex/openalex/2024.review-article.000086

17. Lightweight Deep Learning Framework for Accurate Detection of Sports-Related Bone Fractures

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleRadiomics and Machine Learning in Medical ImagingDiagnostics20251 citations

    ABIABI:AkademIndex/openalex/2025.article.000153

18. From Pixels to Precision—A Dual-Stream Deep Network for Pathological Nuclei Segmentation

    Rashid Nasimov, Kudratjon Zohirov, Adilbek Dauletov +2

    ArticleAI in cancer detectionBioengineering20251 citations

    ABIABI:AkademIndex/openalex/2025.article.002219

19. 20. First Interim Report from the BNMS Working Party on 99Tcm-DMSA Scintigraphy

    S. Gacinovic

    ArticleMedical Imaging Techniques and ApplicationsNuclear Medicine Communications19940 citations

    ABIABI:AkademIndex/openalex/1994.article.000157

20. Comparison of combined PET/CT and 18F-FDG PET only in cervical cancers

    N. Nagabhushan, R. Syed, S. Gacinovic +3

    ArticleMedical Imaging Techniques and ApplicationsNuclear Medicine Communications20040 citations

    ABIABI:AkademIndex/openalex/2004.article.000300

21. 18F-fluorodeoxyglucose PET/CT in cancer imaging

    Peter J. Ell, Irfan Kayani, Ashley M. Groves

    Review articleMedical Imaging Techniques and ApplicationsClinical Medicine20060 citations

    ABIABI:AkademIndex/openalex/2006.review-article.000001

22. 3D/4D Ultrasound Technologies in Ophthalmic Oncology

    A. Fazilov, R. Kayumova

    ArticleOcular Oncology and TreatmentsUltrasound in Medicine & Biology20110 citations

    ABIABI:AkademIndex/openalex/2011.article.000424

23. An Automated Method to Estimate Femoral Shape and Mineral Mass

    Danilo Pau, Xinfeng Bao, Daniele Masala +3

    ArticleMedical Image Segmentation Techniques20120 citations

    ABIABI:AkademIndex/openalex/2012.article.000307

24. Tumor Heterogeneity and Permeability as Measured on the CT Component of PET/CT Predict Survival in Patients with Non–Small Cell Lung Cancer

    Thida Win, Kenneth A. Miles, Sam M. Janes +9

    ArticleRadiomics and Machine Learning in Medical ImagingClinical Cancer Research20130 citations

    ABIABI:AkademIndex/openalex/2013.article.000003

25. replication data_kono.tab

    Daniel Yuichi Kono

    OtherRadiomics and Machine Learning in Medical ImagingHarvard Dataverse20130 citations

    ABIABI:AkademIndex/openalex/2013.other.000012