Medical Xpress

Multimodal deep learning model improves risk prediction for cervical cancer radiotherapy decisions

Standard concurrent chemoradiotherapy (CCRT) for cervical cancer achieves disease-free survival (DFS) in approximately 70% of patients with locally advanced disease; however, nearly 30% still ...
EurekAlert!

Using multimodal deep learning to detect malicious traffic with noisy labels

The success of a deep learning-based network intrusion detection systems (NIDS) relies on large-scale, labeled, realistic traffic. However, automated labeling of realistic traffic, such as by sand-box ...
ascopubs.org

Non-invasive colorectal cancer detection using multimodal deep learning ensemble classifier.

Effect of breast tissue density on cell-free orphan non-coding RNAs secreted by breast cancers. Nature and distribution of methyl thioadenosine phosphorylase (MTAP) genomic loss in human tumors. This ...
EurekAlert!

Researchers develop multimodal deep learning model to enhance precision radiotherapy decision-making

Cervical cancer is a major public health concern that poses a significant threat to women's health. Standard concurrent chemoradiotherapy (CCRT) achieves disease-free survival (DFS) in approximately ...
ascopubs.org

Deep-learning model for real-time prediction of recurrence in early-stage non-small cell lung cancer: A multi-modal approach.

Implications of EGFR expression in MAPK dependency and adaptive immunity status of EGFR-mutated lung adenocarcinoma. Baseline RADAR score and optimal threshold of predicting relapse within one year ...
News Medical

COMET model enhances disease prediction with deep learning

COMET, a novel machine learning framework, integrates EHR data and omics analyses using transfer learning, significantly enhancing predictive modeling and uncovering biological insights from small ...
AHA/ASA Journals

Characterizing the Immune Response in Pig-to-human Heart Xenografts Using a Multimodal Diagnostic System

Background: Porcine genome editing has revolutionized xenotransplantation, recently enabling the first pig-to-human heart xenotransplants. However, the xeno-immune response in heart xenografts remains ...
Santa Clara University

Machine learning researchers and industry leaders gathering at Santa Clara University

On Thursday, Oct. 16, Santa Clara University will serve as host of the 14th annual Bay Area Machine Learning Symposium, an ...
Healio

Deep learning model outperforms echocardiography in identifying pulmonary hypertension

Please provide your email address to receive an email when new articles are posted on . The model combines demographic, chest X-ray, electrocardiogram and transthoracic echocardiography data. The ...

Xian Xuanwu Tongyun Applies for Patents in Deep Learning and IoT Welding Technology to Achieve High-Precision Temperature Monitoring

In the new wave of innovation in welding technology, Xi'an Xuanwu Tongyun Information Technology Co., Ltd. recently applied for a patent titled "Dynamic Detection Method and System for Welding Process ...