Oncology/Hematology

Other Cancers

Latest AI and machine learning research in other cancers for healthcare professionals.

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Machine learning predicts lymph node metastasis of poorly differentiated-type intramucosal gastric cancer.

To construct a machine learning algorithm model of lymph node metastasis (LNM) in patients with poor...

Jan 2021 33446730
Classification of malignant tumours in breast ultrasound using unsupervised machine learning approaches.

Traditional computer-aided diagnosis (CAD) processes include feature extraction, selection, and clas...

Jan 2021 33446841
Histopathology classification and localization of colorectal cancer using global labels by weakly supervised deep learning.

Colorectal cancer (CRC) is the second leading cause of cancer-related mortality worldwide. In coping...

Jan 2021 33497891
Automatic detection and segmentation of multiple brain metastases on magnetic resonance image using asymmetric UNet architecture.

Detection of brain metastases is a paramount task in cancer management due both to the number of hig...

Jan 2021 33186927
Deep learning based prediction of prognosis in nonmetastatic clear cell renal cell carcinoma.

Survival analyses for malignancies, including renal cell carcinoma (RCC), have primarily been conduc...

Jan 2021 33441830
Research on Early Warning Mechanism and Model of Liver Cancer Rehabilitation Based on CS-SVM.

Since the 20 century, cancer has become one of the main diseases threatening human health. Liver can...

Jan 2021 33520150
A Machine Learning Approach Yields a Multiparameter Prognostic Marker in Liver Cancer.

A number of staging systems have been developed to predict clinical outcomes in hepatocellular carci...

Jan 2021 33431375
Automated segmentation of endometrial cancer on MR images using deep learning.

Preoperative MR imaging in endometrial cancer patients provides valuable information on local tumor ...

Jan 2021 33420205
Convolutional autoencoder based model HistoCAE for segmentation of viable tumor regions in liver whole-slide images.

Liver cancer is one of the leading causes of cancer deaths in Asia and Africa. It is caused by the H...

Jan 2021 33420322
Lung cancer histology classification from CT images based on radiomics and deep learning models.

Adenocarcinoma (AC) and squamous cell carcinoma (SCC) are frequent reported cases of non-small cell ...

Jan 2021 33411267
Brain tumor detection and multi-classification using advanced deep learning techniques.

A brain tumor is an uncontrolled development of brain cells in brain cancer if not detected at an ea...

Jan 2021 33400339
Perioperative and long-term outcomes of robot-assisted versus laparoscopy-assisted hemicolectomy for left-sided colon cancers: a retrospective study.

The objective of this study is to evaluate the perioperative and long-term outcomes of robot-assiste...

Jan 2021 33394355
Noninvasive Prediction of Occult Peritoneal Metastasis in Gastric Cancer Using Deep Learning.

IMPORTANCE: Occult peritoneal metastasis frequently occurs in patients with advanced gastric cancer ...

Jan 2021 33399858
Utilization of circulating cell-free DNA profiling to guide first-line chemotherapy in advanced lung squamous cell carcinoma.

Platinum-based chemotherapy is one of treatment mainstay for patients with advanced lung squamous c...

Jan 2021 33391473
Fully end-to-end deep-learning-based diagnosis of pancreatic tumors.

Artificial intelligence can facilitate clinical decision making by considering massive amounts of me...

Jan 2021 33408793
Small Steatotic HCC: A Radiological Variant Associated With Improved Outcome After Ablation.

Percutaneous thermal ablation is a validated treatment option for small hepatocellular carcinoma (HC...

Dec 2020 33860126
Semi-supervised learning for somatic variant calling and peptide identification in personalized cancer immunotherapy.

BACKGROUND: Personalized cancer vaccines are emerging as one of the most promising approaches to imm...

Dec 2020 33375939
LASSO-Based Machine Learning Algorithm for Prediction of Lymph Node Metastasis in T1 Colorectal Cancer.

PURPOSE: The role of tumor-infiltrating lymphocytes (TILs) in predicting lymph node metastasis (LNM)...

Dec 2020 33421980
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