A Novel Illumination Correction and Intensity Normalization Method on Cervigrams in the Early Detection of Uterine Cervical Cancer

نویسندگان

  • Abhishek Das
  • Avijit Kar
  • Debasis Bhattacharyya
چکیده

Cervical Cancer is one of the ubiquitous forms of cancer afflicting the female population worldwide. A Colposcope is a self-illuminated microscope which acquires the image of the affected cervix and the image is known as a cervigram. The raw cervigram is preprocessed by removing the specular reflections and then the region of interest is sought. Before the image is made ready for implementing further image processing algorithms, our novel illumination correction and intensity normalization methods are applied. In the current paper we propose a novel method where we use the polynomial-type Newton’s divided difference interpolation for illumination correction. Based on our research findings, we conclude that the peak of the entire cervix region intensity distribution is strongly correlated with the peak of the SE region intensity distribution.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

P-173: Conservative Treatment in Young Patients with Cervical Cancer: A Review

Background: Fertility preservation in young patients with cervical cancer is a novel point which considers these days and in Iran we have a new experiment that was successful. Materials and Methods: Evaluation of literature review and our experiences in conservative management in patients with early stage cervical cancer. The key words in this research were conservative management, young women ...

متن کامل

Detection of lung cancer using CT images based on novel PSO clustering

Lung cancer is one of the most dangerous diseases that cause a large number of deaths. Early detection and analysis can be very helpful for successful treatment. Image segmentation plays a key role in the early detection and diagnosis of lung cancer. K-means algorithm and classic PSO clustering are the most common methods for segmentation that have poor outputs. In t...

متن کامل

ISOLATED METASTASIS OF CERVICAL CANCER TO THE ABDOMINAL WALL

 ABSTRACT Carcinoma of the cervix is a common neoplasm and accounts for a considerable number of cervical diseases that lead to death in developing countries. In these countries early detection and improved methods of treatment have resulted in comparatively better control of the cancer and long survival however, invasive and metastatic disease still occurs. The authors present the case report ...

متن کامل

Long term follow up of recurrent uterine cervical cancer: A Case Report

Background and Aim: Carcinoma of the uterine cervix is a significant cause of mortality because of malignancy in women. Radiotherapy is a major treatment modality for invasive cervical cancer with good treatment outcome in early-stage patients. However, substantial treatment failures still occur in the advanced-stage patients. In this case report a long term follow up of a 58 years old woman wi...

متن کامل

Direct Assay of miR-223, miR-145, and miR-16 by a Novel Method of Mimic PCR in Serum of Breast Cancer Patients

The role of microRNAs (miRs) is shown as a biomarker whose expression level changes have been associated with cancer development and progression. Circulating miRNAs have been postulated as biomarkers for breast cancer. Detection and diagnosis of miRNA markers could provide an improved and sensitive method in the clinical application. In this study, we applied and improved the effective approach...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015