[HTML][HTML] Bioinformatics analysis reveals immune prognostic markers for overall survival of colorectal cancer patients: a novel machine learning survival predictive …
Z Zhang, L Huang, J Li, P Wang - BMC bioinformatics, 2022 - Springer
Objectives Immune microenvironment was closely related to the occurrence and
progression of colorectal cancer (CRC). The objective of the current research was to …
progression of colorectal cancer (CRC). The objective of the current research was to …
[HTML][HTML] Prediction of lymph node metastasis in early colorectal cancer based on histologic images by artificial intelligence
M Takamatsu, N Yamamoto, H Kawachi, K Nakano… - Scientific reports, 2022 - nature.com
Risk evaluation of lymph node metastasis (LNM) for endoscopically resected submucosal
invasive (T1) colorectal cancers (CRC) is critical for determining therapeutic strategies, but …
invasive (T1) colorectal cancers (CRC) is critical for determining therapeutic strategies, but …
Radiomics textural features by MR imaging to assess clinical outcomes following liver resection in colorectal liver metastases
Purpose To assess the efficacy of radiomics features obtained by T2-weighted sequences to
predict clinical outcomes following liver resection in colorectal liver metastases patients …
predict clinical outcomes following liver resection in colorectal liver metastases patients …
Artificial intelligence in oncology: current applications and future directions
Artificial intelligence (AI), for years, has captured society's imagination and generated
enthusiasm for its potential to improve our lives. Presently, AI already plays an integral role …
enthusiasm for its potential to improve our lives. Presently, AI already plays an integral role …
[HTML][HTML] Artificial intelligence predictive models of response to cytotoxic chemotherapy alone or combined to targeted therapy for metastatic colorectal cancer patients …
V Russo, E Lallo, A Munnia, M Spedicato, L Messerini… - Cancers, 2022 - mdpi.com
Simple Summary Metastatic colorectal cancer (mCRC) has high incidence and mortality.
Nevertheless, innovative biomarkers have been developed for predicting the response to …
Nevertheless, innovative biomarkers have been developed for predicting the response to …
[HTML][HTML] Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study
MPA Starmans, FE Buisman, M Renckens… - Clinical & experimental …, 2021 - Springer
Histopathological growth patterns (HGPs) are independent prognosticators for colorectal
liver metastases (CRLM). Currently, HGPs are determined postoperatively. In this study, we …
liver metastases (CRLM). Currently, HGPs are determined postoperatively. In this study, we …
Deep learning radiomics based on contrast enhanced computed tomography predicts microvascular invasion and survival outcome in early stage hepatocellular …
Objective To evaluate the performance of a deep learning (DL)-based radiomics strategy on
contrast-enhanced computed tomography (CT) to predict microvascular invasion (MVI) …
contrast-enhanced computed tomography (CT) to predict microvascular invasion (MVI) …
Application of artificial intelligence for the diagnosis and treatment of liver diseases
Modern medical care produces large volumes of multimodal patient data, which many
clinicians struggle to process and synthesize into actionable knowledge. In recent years …
clinicians struggle to process and synthesize into actionable knowledge. In recent years …
Machine learning-based analysis of rectal cancer MRI radiomics for prediction of metachronous liver metastasis
Rationale and Objectives To use machine learning-based magnetic resonance imaging
radiomics to predict metachronous liver metastases (MLM) in patients with rectal cancer …
radiomics to predict metachronous liver metastases (MLM) in patients with rectal cancer …
[HTML][HTML] Predicting survival for hepatic arterial infusion chemotherapy of unresectable colorectal liver metastases: radiomics analysis of pretreatment computed …
P Liu, H Zhu, H Zhu, X Zhang, A Feng… - Journal of Translational …, 2022 - degruyter.com
Objective Hepatic arterial infusion chemotherapy (HAIC) is an effective treatment for
advanced unresectable colorectal cancer liver metastases (CRLM). This study was …
advanced unresectable colorectal cancer liver metastases (CRLM). This study was …