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Radiomics and Machine Learning in Medical Imaging

111 works

  1. P-233 The role of molecular biomarker CDKN-2A in early diagnosis of colorectal cancer

    Y.V. Ten, S.B. Abdujapparov, Y. Ziyaev +1

    ArticleGastric Cancer Management and OutcomesAnnals of Oncology20160 citations
    ABI

  2. Diagnostic informativity of the volume MDCT-angiography and MRcholangiography in the pre- and intraoperative periods for the examination of donors of a liver fragment

    F. G. Nazirov, N. M. Djuraeva, Nargiza Vakhidova +2

    ArticleRadiomics and Machine Learning in Medical ImagingJournal of World s Poultry Research20190 citations
    ABI

  3. The Impact of 18F-FDG-PET/CT in Esophageal Cancer

    D. Deif, H. Moustafa

    ArticleEsophageal Cancer Research and TreatmentThe Egyptian Journal Nuclear Medicine20190 citations
    ABI

  4. 40P Molecular subtypes and imaging phenotypes of breast cancer: MRI

    Y.N. Khatamovna

    ArticleMRI in cancer diagnosisAnnals of Oncology20200 citations
    ABI

  5. Prediction of Baseline Quantitative Indexes of F-18 FDG PET/CT to Outcome in Adult Non Hodgkin Lymphoma

    Maha Mehesen, Maurice Matter, H Moustafa +1

    ArticleMedical Imaging Techniques and ApplicationsThe Egyptian Journal Nuclear Medicine20200 citations
    ABI

  6. The Role of Magnetic Resonance Imaging and Molecular Features in the Diagnosis of Breast Cancer

    Yulduz Nishonova, Igor Juravlov, Sevinch Kurbanova

    ArticleInfrared Thermography in MedicineJournal of Advances in Medicine and Medical Research20200 citations
    ABI

  7. Clinical Echocolpocsopy Features Of Cervical Cancer

    Dilnoza Isakova, Zebiniso Inakova, Ranokhon Solieva +3

    ArticleRadiomics and Machine Learning in Medical ImagingThe American Journal of Medical Sciences and Pharmaceutical Research20200 citations
    ABI

  8. Role of PET/CT in Differentiated Thyroid Carcinoma.

    N. Maamoun, H Moustafa

    ArticleThyroid Cancer Diagnosis and TreatmentThe Egyptian Journal Nuclear Medicine20200 citations
    ABI

  9. Early detection of lung cancer in Czech high-risk asymptomatic individuals (ELEGANCE)

    Lukáš Lambert, Lenka Janouskova, Matěj Novák +5

    ArticleLung Cancer Diagnosis and TreatmentMedicine20210 citations
    ABI

  10. A novel ultrasound-based approach to investigate extramedullary haematopoiesis in foetal spleen.

    Marcello Roberto, Gianmario Pasqualone, Nicola G Di Donato +7

    ArticleAbdominal Trauma and InjuriesPubMed20210 citations
    ABI

  11. PET/CT in the Evaluation of Radiotherapy Response

    Neşe Torun

    ArticleMedical Imaging Techniques and ApplicationsNuclear Medicine Seminars20210 citations
    ABI

  12. 18F-FDG PET/CT Based Quantitative Parameters as Predictive Biomarkers for KRAS Mutations in Metastatic Colorectal Cancer.

    Sh Moustafa, Salah Khallaf, M Mekawi +2

    ArticleMedical Imaging Techniques and ApplicationsThe Egyptian Journal Nuclear Medicine20210 citations
    ABI

  13. Vision Transformers for femur fracture classification.

    Leonardo Tanzi, Andrea Audisio, Giansalvo Cirrincione +2

    PreprintCOVID-19 diagnosis using AIarXiv (Cornell University)20210 citations
    ABI

  14. ANALYTICAL EVALUATION OF THE MICROFLORA IN PATIENTS WITH BENIGN VASCULAR TUMORS OF THE NOSE CAVITY

    Safarova I. Nasiba, Lutfullaev U. Gayrat, Nematov S. Uktam

    ArticleRadiomics and Machine Learning in Medical ImagingZenodo (CERN European Organization for Nuclear Research)20220 citations
    ABI

  15. An Investigation of Stochastic Variance Reduction Algorithms for 3D Penalised PET Image Reconstruction

    Robert Twyman, Simon Arridge, Željko Kereta +8

    PreprintMedical Imaging Techniques and Applications20220 citations
    ABI

  16. An Investigation of Stochastic Variance Reduction Algorithms for 3D Penalised PET Image Reconstruction

    Robert Twyman, Simon Arridge, Željko Kereta +8

    PreprintMedical Imaging Techniques and Applications20220 citations
    ABI

  17. Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods

    Ramin Ranjbarzadeh, Shadi Dorosti, Saeid Jafarzadeh Ghoushchi +5

    Review articleAI in cancer detectionComputers in Biology and Medicine20220 citations
    ABI

  18. Artificial intelligence in cancer diagnosis: Opportunities and challenges

    Mohammed S. Alshuhri, Sada Ghalib Al‐Musawi, Ameen Abdulhasan Al-Alwany +7

    ArticleArtificial Intelligence in Healthcare and EducationPathology - Research and Practice20230 citations
    ABI

  19. Artificial Intelligence in Healthcare: Diagnosis, Treatment, and Prediction

    Kharibam Jilenkumari Devi, Wajdi Alghamdi, N Divya +3

    ArticleArtificial Intelligence in Healthcare and EducationE3S Web of Conferences20230 citations
    ABI

  20. Choise of Statistical Processing Methods for the Results of Radcomic Analysis of CT Images of Head and Neck Tumors

    Aziz Pattokhov, Yu. M. Khodjibekova, Marat Khodjibekov

    ArticleRadiomics and Machine Learning in Medical ImagingMedical Radiology and radiation safety20230 citations
    ABI

  21. Classification of Chest X-ray Images using Convolutional Neural Nework

    P Allirani, Yogapriyaa S.P, M. Vishali +3

    ArticleCOVID-19 diagnosis using AIE3S Web of Conferences20230 citations
    ABI

  22. Improving CNNs classification with pathologist-based expertise: the Renal Cell Carcinoma case study

    Francesco Ponzio, Xavier Descombes, Damien Ambrosetti

    PreprintAI in cancer detectionResearch Square20230 citations
    ABI

  23. Advancing Lung Cancer Screening with Automated CT Chest Nodule Detection: Clinical Evaluation of Improved Algorithm

    M. Salokhiddinov, Ruth Awotwe, Munojat Ismailova +2

    PreprintLung Cancer Diagnosis and TreatmentSSRN Electronic Journal20230 citations
    ABI

  24. Deep learning-based postoperative glioblastoma segmentation and extent of resection evaluation: Development, external validation, and model comparison

    Santiago Cepeda, Roberto Romero-Oraá, Lidia Luque +19

    ArticleGlioma Diagnosis and TreatmentNeuro-Oncology Advances20240 citations
    ABI

  25. Innovations in cancer diagnosis and treatment: prospects and challenges

    Katarzyna Wiśniewska, Ervin Marku, Martina Vidová Uğurbaş +2

    ArticleCancer Genomics and DiagnosticsHealthcare in Low-resource Settings20240 citations
    ABI