A multi-task deep learning framework for simultaneous prediction of microsatellite instability and tumor mutational burden in gastric cancer from histopathological images. [PDF]
Chang Y +7 more
europepmc +1 more source
Pre-treatment prediction of microsatellite instability in colon cancer: a nomogram model combining clinicopathological features and pre-treatment CT-based radiomics. [PDF]
Wei M, Jia C, Zhang Y, You P, Chen W.
europepmc +1 more source
Concordance Analysis of Microsatellite Instability via NGS and Mismatch Repair Deficiency via IHC in Endometrial and Colorectal Cancer. [PDF]
Nero C +22 more
europepmc +1 more source
Comprehensive machine learning analysis of a radiomics-based model for predicting microsatellite instability in right Colon Cancer. [PDF]
Li J +7 more
europepmc +1 more source
Closing the Loop in Precision Oncology: A Digital Twin‐Driven Paradigm for Dynamic Decision‐Making
This review introduces the Closed‐Loop Intelligent Oncology System (CIOS), a five‐layer framework integrating digital twins and AI to enable adaptive, data‐driven cancer treatment. By synthesizing advances in multimodal perception, mechanistic simulation, and safe reinforcement learning, CIOS charts a roadmap toward dynamic, personalized oncology ...
Junye Zhu +3 more
wiley +1 more source
Socio‐ecological models as a framework for 21st‐century genetic counseling
Abstract Socio‐ecological models and the related concepts of micro‐, meso‐, and macro‐level practice are commonly used in the fields of social work and public health yet have not been thoroughly conceptualized for application to genetic counseling practice, research, and training.
Shana L. Merrill, Rebecca Mueller
wiley +1 more source
Diagnostic Challenges and Clinical Implications of Microsatellite Instability/Mismatch Repair Deficiency in Solid Tumors. [PDF]
Kwak Y, Bae JM, Lee HS.
europepmc +1 more source
Regulation of Immune Checkpoints: From Molecular Mechanisms to Clinical Therapies
Immune checkpoint inhibitors (ICIs) have revolutionized cancer treatment by unleashing antitumor immunity. This review comprehensively examines the molecular mechanisms underlying key immune checkpoints—including PD‐1/PD‐L1, CTLA‐4, and TIM‐3—and their clinical applications.
Qintao Ge +9 more
wiley +1 more source
<i>Bacteroides fragilis</i> toxin in colorectal tumors activates STAT3 and drives microsatellite instability. [PDF]
Mehmood MS, Danaf N.
europepmc +1 more source

