Non-negative matrix factorization algorithms generally improve topic model fits. [PDF]
Carbonetto P +3 more
europepmc +1 more source
A graph-embedded topic model enables characterization of diverse pain phenotypes among UK biobank individuals. [PDF]
Wang Y +4 more
europepmc +1 more source
Tumor B‐cell infiltration in platinum‐treated advanced muscle‐invasive urothelial carcinoma
Bladder tumors with higher pretreatment memory B‐cell infiltration were linked to longer survival after cisplatin chemotherapy, but not carboplatin. These tumors also showed more organized immune structures (tertiary lymphoid structures) and a shared pro‐inflammatory B‐cell‐rich community, suggesting that memory B cells may help identify patients most ...
Konrad Stawiski +10 more
wiley +1 more source
Temporal dynamics of teen crisis help-seeking following hurricanes: A structural topic model analysis. [PDF]
Sugg MM +5 more
europepmc +1 more source
Weighted Joint Sentiment-Topic Model for Sentiment Analysis Compared to ALGA: Adaptive Lexicon Learning Using Genetic Algorithm. [PDF]
Osmani A, Bagherzadeh Mohasefi J.
europepmc +1 more source
Liquid biopsy‐based diagnostic evaluation of hypermethylated CpG sites for ovarian cancer diagnosis
This schematic outlines the workflow from biomarker identification to duplex MethyLight assay validation for epithelial ovarian cancer diagnosis using cfDNA‐based liquid biopsy. Initial screening of hypermethylated CpG candidates (cg02957270, cg10061138 cg00480298, COL2A1) was performed in tissue using ARMS‐PCR, COBRA, qPCR and image analysis. Selected
Deepa Bisht +3 more
wiley +1 more source
Topic segmentation in an ordering-based topic model
Documents from the same domain usually discuss similar topics in a similar order. However, the number of topics and the exact topics discussed in each individual document can vary.
Johnson, Mark, Pate, John K., Du, Lan
core
The governance of health data in the AI era: a scoping review and computational topic model of the global research landscape. [PDF]
Guo LR, Liu S.
europepmc +1 more source
An iterative topic model filtering framework for short and noisy user-generated data: analyzing conspiracy theories on twitter. [PDF]
Kant G +5 more
europepmc +1 more source
Patient‐derived organoids (PDOs) from pancreatic, colorectal, and gastric cancers were used to evaluate standard and experimental therapies. Incorporating cancer‐associated fibroblasts (CAFs) into organoid cultures improved patient therapy outcome prediction.
Marcin Grochowski +12 more
wiley +1 more source

