HLDnet: Novel deep learning based Artificial Intelligence tool fuses acetic acid and Lugol's iodine cervicograms for accurate pre-cancer screening

[1]  A. Jemal,et al.  Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries , 2018, CA: a cancer journal for clinicians.

[2]  Jaime S. Cardoso,et al.  Transfer Learning with Partial Observability Applied to Cervical Cancer Screening , 2017, IbPRIA.

[3]  Wei Liu,et al.  SSD: Single Shot MultiBox Detector , 2015, ECCV.

[4]  Bram van Ginneken,et al.  A survey on deep learning in medical image analysis , 2017, Medical Image Anal..

[5]  Bing Bai,et al.  Detection of cervical lesion region from colposcopic images based on feature reselection , 2020, Biomed. Signal Process. Control..

[6]  Mary K. Sidawy,et al.  Formal proposal to combine the papanicolaou numerical system with bethesda terminology for reporting cervical/vaginal cytologic diagnoses , 1994, Diagnostic cytopathology.

[7]  Aggelos K. Katsaggelos,et al.  Audiovisual Fusion: Challenges and New Approaches , 2015, Proceedings of the IEEE.

[8]  A. Azvolinsky.  Screening Guideline for Cervical Cancer Recommends Against Human Papillomavirus-Pap Cotesting. , 2017, Journal of the National Cancer Institute.

[9]  Vishal M. Patel,et al.  Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition With Multimodal Training , 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[10]  Ali Farhadi,et al.  You Only Look Once: Unified, Real-Time Object Detection , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[11]  Noor Azuan Abu Osman,et al.  Intelligent Screening Systems for Cervical Cancer , 2014, TheScientificWorldJournal.

[12]  Guillermo Sapiro,et al.  Development of algorithms for automated detection of cervical pre-cancers with a low-cost, point-of-care, Pocket colposcope , 2018, bioRxiv.

[13]  T. S. Vishwanath,et al.  Semi-automated lession grading in cervix images with Specular Reflection removal , 2016, 2016 International Conference on Inventive Computation Technologies (ICICT).

[14]  Graham W. Taylor,et al.  Deep Multimodal Learning: A Survey on Recent Advances and Trends , 2017, IEEE Signal Processing Magazine.

[15]  Roy Zhang,et al.  Multiple biopsies and detection of cervical cancer precursors at colposcopy. , 2015, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[16]  Junsong Yuan,et al.  Recognizing Human Actions as the Evolution of Pose Estimation Maps , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[17]  Michael Quinn,et al.  Chapter 8: Screening for cervical cancer in developing countries. , 2006, Vaccine.

[18]  Tao Xu,et al.  Multi-feature based benchmark for cervical dysplasia classification evaluation , 2017, Pattern Recognit..

[19]  Tao Xu,et al.  Multimodal Deep Learning for Cervical Dysplasia Diagnosis , 2016, MICCAI.