Dysplasia grading of colorectal polyps through CNN analysis of WSI [PDF]
Colorectal cancer is a leading cause of cancer death for both men and women. For this reason, histopathological characterization of colorectal polyps is the major instrument for the pathologist in order to infer the actual risk for cancer and to guide further follow-up.
arxiv +1 more source
Jie Shen,1,2,* Yiling Wu,3,* Xiaoshuang Feng,1,2,* Fei Liang,4 Miao Mo,1,2 Binxin Cai,3 Changming Zhou,1,2 Zezhou Wang,1,2 Meiying Zhu,3 Guoxiang Cai,2,5 Ying Zheng1,2 1Department of Cancer Prevention, Fudan University Shanghai Cancer Center, Shanghai ...
Shen J+10 more
doaj
Background To date, no single colorectal cancer (CRC) screening strategy has been determined to be applicable worldwide. In China, a CRC screening protocol that combines double fecal immunochemical tests (FITs) and a high-risk factor questionnaire (HRFQ)
Shan-Rong Cai+5 more
doaj +1 more source
Preliminary Experience and Morbidity Analysis of Cytoreductive Surgery with Hyperthermic Intraperitoneal Chemotherapy (CRS/Hipec) from a Tertiary Cancer Center in India [PDF]
Background: Peritoneal carcinomatosis (PC) can arise directly from peritoneum (primary) or from regional spread of gastrointestinal and gynecological malignancies. It is often considered a terminal event.
Naveen Padmanabhan+4 more
doaj +1 more source
Pattern of Rectal Cancer Recurrence Following Potentially Curative Surgical Treatment
Survival in rectal cancer has been related mainly to clinical and pathological staging. Recurrence is the most challenging issue when surgical treatment of rectal cancer is concerned.
Gustavo Sevá-Pereira+5 more
doaj +1 more source
EBHI:A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation [PDF]
Background and purpose: Colorectal cancer has become the third most common cancer worldwide, accounting for approximately 10% of cancer patients. Early detection of the disease is important for the treatment of colorectal cancer patients. Histopathological examination is the gold standard for screening colorectal cancer.
arxiv
Survival Prediction from Imbalance colorectal cancer dataset using hybrid sampling methods and tree-based classifiers [PDF]
Background and Objective: Colorectal cancer is a high mortality cancer. Clinical data analysis plays a crucial role in predicting the survival of colorectal cancer patients, enabling clinicians to make informed treatment decisions. However, utilizing clinical data can be challenging, especially when dealing with imbalanced outcomes.
arxiv
KRAS, NRAS, and BRAF Mutation Pattern in Metastatic Colorectal Cancer: A Study from Northwest Iran [PDF]
Introduction: Colorectal cancer is currently the third most common cancer in terms of incidence and mortality in Iran. Different gene mutations may confer different degrees of biological aggressiveness and reduce the effectiveness of targeted therapeutic
Roya Dolatkhah+7 more
doaj +1 more source
Comparison of the endocytoscopic and clinicopathologic features of colorectal neoplasms [PDF]
Permeation of a vein or lymphatic vessel by a tumor is a key risk factor for lymph node metastasis. We examined the features of colorectal tumor vessel permeation using endocytoscopy, an ultra-high magnifying endoscopic system combined with a narrow-band imaging capability (EC-NBI).We examined 188 colorectal lesions using EC-NBI before treatment was ...
Hideyuki Miyachi+10 more
openaire +4 more sources
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection [PDF]
Automatic polyp segmentation has proven to be immensely helpful for endoscopy procedures, reducing the missing rate of adenoma detection for endoscopists while increasing efficiency. However, classifying a polyp as being neoplasm or not and segmenting it at the pixel level is still a challenging task for doctors to perform in a limited time.
arxiv