BIOMARKERS

Molecular Biopsy of Human Tumors

- a resource for Precision Medicine *

201 related articles for article (PubMed ID: 34045769)

  • 21. Prediction of malignancy by a radiomic signature from contrast agent-free diffusion MRI in suspicious breast lesions found on screening mammography.
    Bickelhaupt S; Paech D; Kickingereder P; Steudle F; Lederer W; Daniel H; Götz M; Gählert N; Tichy D; Wiesenfarth M; Laun FB; Maier-Hein KH; Schlemmer HP; Bonekamp D
    J Magn Reson Imaging; 2017 Aug; 46(2):604-616. PubMed ID: 28152264
    [TBL] [Abstract][Full Text] [Related]  

  • 22. Brain tumor classification for MR images using transfer learning and fine-tuning.
    Swati ZNK; Zhao Q; Kabir M; Ali F; Ali Z; Ahmed S; Lu J
    Comput Med Imaging Graph; 2019 Jul; 75():34-46. PubMed ID: 31150950
    [TBL] [Abstract][Full Text] [Related]  

  • 23. Improved Classification of Benign and Malignant Breast Lesions Using Deep Feature Maximum Intensity Projection MRI in Breast Cancer Diagnosis Using Dynamic Contrast-enhanced MRI.
    Hu Q; Whitney HM; Li H; Ji Y; Liu P; Giger ML
    Radiol Artif Intell; 2021 May; 3(3):e200159. PubMed ID: 34235439
    [TBL] [Abstract][Full Text] [Related]  

  • 24. Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI.
    Braman NM; Etesami M; Prasanna P; Dubchuk C; Gilmore H; Tiwari P; Plecha D; Madabhushi A
    Breast Cancer Res; 2017 May; 19(1):57. PubMed ID: 28521821
    [TBL] [Abstract][Full Text] [Related]  

  • 25. Diagnosis of Benign and Malignant Breast Lesions on DCE-MRI by Using Radiomics and Deep Learning With Consideration of Peritumor Tissue.
    Zhou J; Zhang Y; Chang KT; Lee KE; Wang O; Li J; Lin Y; Pan Z; Chang P; Chow D; Wang M; Su MY
    J Magn Reson Imaging; 2020 Mar; 51(3):798-809. PubMed ID: 31675151
    [TBL] [Abstract][Full Text] [Related]  

  • 26. Automatic deep learning method for detection and classification of breast lesions in dynamic contrast-enhanced magnetic resonance imaging.
    Gao W; Chen J; Zhang B; Wei X; Zhong J; Li X; He X; Zhao F; Chen X
    Quant Imaging Med Surg; 2023 Apr; 13(4):2620-2633. PubMed ID: 37064362
    [TBL] [Abstract][Full Text] [Related]  

  • 27. Benign and Malignant Breast Tumor Classification in Ultrasound and Mammography Images via Fusion of Deep Learning and Handcraft Features.
    Cruz-Ramos C; García-Avila O; Almaraz-Damian JA; Ponomaryov V; Reyes-Reyes R; Sadovnychiy S
    Entropy (Basel); 2023 Jun; 25(7):. PubMed ID: 37509938
    [TBL] [Abstract][Full Text] [Related]  

  • 28. Deep Convolutional Neural Networks for breast cancer screening.
    Chougrad H; Zouaki H; Alheyane O
    Comput Methods Programs Biomed; 2018 Apr; 157():19-30. PubMed ID: 29477427
    [TBL] [Abstract][Full Text] [Related]  

  • 29. A Comparison of Computer-Aided Diagnosis Schemes Optimized Using Radiomics and Deep Transfer Learning Methods.
    Danala G; Maryada SK; Islam W; Faiz R; Jones M; Qiu Y; Zheng B
    Bioengineering (Basel); 2022 Jun; 9(6):. PubMed ID: 35735499
    [TBL] [Abstract][Full Text] [Related]  

  • 30. Prediction of breast cancer molecular subtypes using DCE-MRI based on CNNs combined with ensemble learning.
    Sun R; Meng Z; Hou X; Chen Y; Yang Y; Huang G; Nie S
    Phys Med Biol; 2021 Aug; 66(17):. PubMed ID: 34330117
    [TBL] [Abstract][Full Text] [Related]  

  • 31. Overview of deep learning in medical imaging.
    Suzuki K
    Radiol Phys Technol; 2017 Sep; 10(3):257-273. PubMed ID: 28689314
    [TBL] [Abstract][Full Text] [Related]  

  • 32. Use of clinical MRI maximum intensity projections for improved breast lesion classification with deep convolutional neural networks.
    Antropova N; Abe H; Giger ML
    J Med Imaging (Bellingham); 2018 Jan; 5(1):014503. PubMed ID: 29430478
    [TBL] [Abstract][Full Text] [Related]  

  • 33. MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers.
    Kang J; Ullah Z; Gwak J
    Sensors (Basel); 2021 Mar; 21(6):. PubMed ID: 33810176
    [TBL] [Abstract][Full Text] [Related]  

  • 34. Classification of Mammogram Images Using Multiscale all Convolutional Neural Network (MA-CNN).
    Agnes SA; Anitha J; Pandian SIA; Peter JD
    J Med Syst; 2019 Dec; 44(1):30. PubMed ID: 31838610
    [TBL] [Abstract][Full Text] [Related]  

  • 35. Deep learning for patient-specific quality assurance: Identifying errors in radiotherapy delivery by radiomic analysis of gamma images with convolutional neural networks.
    Nyflot MJ; Thammasorn P; Wootton LS; Ford EC; Chaovalitwongse WA
    Med Phys; 2019 Feb; 46(2):456-464. PubMed ID: 30548601
    [TBL] [Abstract][Full Text] [Related]  

  • 36. SD-CNN: A shallow-deep CNN for improved breast cancer diagnosis.
    Gao F; Wu T; Li J; Zheng B; Ruan L; Shang D; Patel B
    Comput Med Imaging Graph; 2018 Dec; 70():53-62. PubMed ID: 30292910
    [TBL] [Abstract][Full Text] [Related]  

  • 37. Representation learning for mammography mass lesion classification with convolutional neural networks.
    Arevalo J; González FA; Ramos-Pollán R; Oliveira JL; Guevara Lopez MA
    Comput Methods Programs Biomed; 2016 Apr; 127():248-57. PubMed ID: 26826901
    [TBL] [Abstract][Full Text] [Related]  

  • 38. Automated diagnosis of prostate cancer in multi-parametric MRI based on multimodal convolutional neural networks.
    Le MH; Chen J; Wang L; Wang Z; Liu W; Cheng KT; Yang X
    Phys Med Biol; 2017 Jul; 62(16):6497-6514. PubMed ID: 28582269
    [TBL] [Abstract][Full Text] [Related]  

  • 39. Predicting malignant nodules by fusing deep features with classical radiomics features.
    Paul R; Hawkins SH; Schabath MB; Gillies RJ; Hall LO; Goldgof DB
    J Med Imaging (Bellingham); 2018 Jan; 5(1):011021. PubMed ID: 29594181
    [TBL] [Abstract][Full Text] [Related]  

  • 40. Deep learning for liver tumor diagnosis part II: convolutional neural network interpretation using radiologic imaging features.
    Wang CJ; Hamm CA; Savic LJ; Ferrante M; Schobert I; Schlachter T; Lin M; Weinreb JC; Duncan JS; Chapiro J; Letzen B
    Eur Radiol; 2019 Jul; 29(7):3348-3357. PubMed ID: 31093705
    [TBL] [Abstract][Full Text] [Related]  

    [Previous]   [Next]    [New Search]
    of 11.