Results 101 to 110 of about 5,609,232 (306)
DEPTH-BASED CLASSIFICATION FOR FUNCTIONAL DATA [PDF]
Classification is an important task when data are curves. Recently, the notion of statistical depth has been extended to deal with functional observations.
Juan Romo, Sara Lopez-Pintado
core
Functional Random Forest for Biomedical Signals Classification and Interpretative Tools
, 2022 This study deals with tree-based techniques and functional data analysis (FDA) [1] for supervised classification of curves representing high-dimensional biomedical data recorded over time.
Fabrizio, Maturo, Rosanna, Verde
core
Long-Term Outcome after Pneumonectomy at Siriraj Hospital
Siriraj Medical Journal, 2020 Objective: The purpose of this study is to identify predictors of long term survival following pneumonectomy and compare New York Heart Association (NYHA) functional classification and ECOG performance status before and after surgery at Siriraj Hospital.
Wanchai Wongkornrat +8 more
doaj
Membrane composition and thermodynamic identity as boundaries of life for synthetic cell research
FEBS Letters, EarlyView.What makes a cell a cell? The boundary of a living cell is not just a wall. Read as a Markov blanket, the membrane separates internal from external states, generating identity and non‐equilibrium order. Can this identity be rebuilt from scratch in a synthetic cell?
Caterina Presutti, Bert Poolman
wiley +1 more source
Applied Functional Data Classification
, 2018 Picomole is a New Brunswick based company developing a lung cancer diagnosis system based on a person’s breath sample. Picomole conducted two different studies in an effort to ascertain whether their breath analysis system utilizing cavity ringdown ...
Babyn, Jonathan
core
The role of miR‐335‐5p in the redifferentiation of BRAF p.V600E thyroid cancers
Molecular Oncology, EarlyView.The BRAF p.V600E mutation promotes thyroid cancer dedifferentiation and radioiodine resistance. Using a network approach, we identified miR‐335‐5p as a key regulator of BRAF‐mutated thyroid tumors. Restoring miR‐335‐5p increased thyroid‐specific gene expression and iodine uptake in cells and organoids.
Valeria Pecce +11 more
wiley +1 more source
Molecular Oncology, EarlyView.RNA profiling of circulating extracellular vesicles (EVs) from blood samples of men undergoing prostate biopsy identifies transcripts associated with clinically significant prostate cancer. Integrative analysis with public tumor datasets links EV‐derived gene signatures to tumor stage and progression‐free survival, highlighting CASP3, XRCC2, and RIT1 ...
Stefan Werner +14 more
wiley +1 more source
Wavelet-RKHS-based functional statistical classification
, 2012 A functional classification methodology, based on the Reproducing Kernel Hilbert Space (RKHS) theory, is proposed for discrimination of gene expression profiles.
Rincón Hidalgo, Margarita María; Ruiz Medina, María Dolores
core
Network-level functional classification results.
, 2021 Network-level functional classification results.
Ulrike Kuhl (11507258) +2 more
core +1 more source
Molecular Oncology, EarlyView.Dormant cancer cells can hide in distant organs for years, evading treatment and the immune system. This review highlights how signals from the surrounding tissue and immune environment keep these cells inactive or trigger their reawakening. Understanding these mechanisms may help develop therapies to eliminate or control dormant cells and prevent ...
Kanishka Tiwary +1 more
wiley +1 more source