Construction and validation of prognostic models for acute kidney disease and mortality in patients at risk of malnutrition: an interpretable machine learning approach [PDF]
Xinyuan Wang +8 more
openalex +1 more source
Pathogenic Neurofibromatosis type 1 gene variants in tumors of non‐NF1 patients and role of R1276
Somatic variants of the neurofibromatosis type 1 (NF1) gene occur across neoplasms without clinical manifestation of the disease NF1. We identified emerging somatic pathogenic NF1 variants and hotspots, for example, at the arginine finger 1276. Those missense variants provide fundamental information about neurofibromin's role in cancer.
Mareike Selig +7 more
wiley +1 more source
Machine learning-based prognostic model for metastatic breast cancer and its interpretability: a multicenter retrospective study. [PDF]
Wang J, Jin SL, Wu JH, Zhu K.
europepmc +1 more source
Causal Intervention Framework for Variational Auto Encoder Mechanistic Interpretability [PDF]
Dip Roy
openalex +1 more source
TMC4 localizes to multiple taste cell types in the mouse taste papillae
Transmembrane channel‐like 4 (TMC4), a voltage‐dependent chloride channel, plays a critical role in amiloride‐insensitive salty taste transduction. TMC4 is broadly expressed in all mature taste cell types, suggesting a possible involvement of multiple cell types in this pathway.
Momo Murata +6 more
wiley +1 more source
Weakly supervised deep multi-instance learning for classification of endometrial lesions on hematoxylin and eosin-stained whole-slide images. [PDF]
Zhou Z +9 more
europepmc +1 more source
Drafting, Interpreting, and Enforcing Commercial and Shopping Center Leases
John M. Tyson
openalex +1 more source
We found that during chemotherapy‐induced alopecia (CIA), Sonic hedgehog (Shh) expression significantly decreased in hair follicle Shh+ cells, whereas the Janus‐activated kinase/signal transducer and activator of transcription 1 (JAK/STAT1) signaling pathway was markedly activated.
Ruifang Fan +6 more
wiley +1 more source
TC check: a web app for thyroid cancer recurrence prediction using explainable machine learning. [PDF]
Wen H, Li X, Zhao X.
europepmc +1 more source

