Results 101 to 110 of about 244,685 (311)

An overview of Interpretability Logic [PDF]

, 1997
This paper aims to survey the main results of Interpretability Logic. It does not pretend to be exhaustive. Below I give some reasons for studying Interpretability Logic.
Albert Visser, Visser, A.
core   +2 more sources

Partial depletion of plasminogen activator inhibitor‐1 decreases subcutaneous fat cell hypertrophy and liver cholesterol in high‐fat‐fed female mice

FEBS Letters, EarlyView.
Obesity raises blood levels of PAI‐1, a protein linked to metabolic dysfunction‐associated steatotic liver disease in people with obesity. In female mice fed a high‐fat diet, partially lowering PAI‐1 led to smaller subcutaneous fat cells and lower liver cholesterol, without changing body weight or insulin sensitivity.
Claudia E. Ramirez Bustamante, Robert Sharp, Pradip K. Saha, Elizabeth S. Anaya, Elizabeth L. Lieu, Evelyn L. de Groot, Pooja Patel, Mi Jeong Heo, Aaron R. Cox, Kang Ho Kim, Sean M. Hartig   +10 more
wiley   +1 more source

Systematic review of measurement properties of patient-reported outcome measures used in patients undergoing hip and knee arthroplasty

Patient Related Outcome Measures, 2016
Kristina Harris,1 Jill Dawson,2 Elizabeth Gibbons,2 Chris R Lim,1 David J Beard,1 Raymond Fitzpatrick,2 Andrew J Price1 1Nuffield Department of Orthopedics, Rheumatology and Musculoskeletal Sciences, 2Nuffield Department of Population Health (HSRU ...
Harris K, Dawson J, Gibbons E, Lim CR, Beard DJ, Fitzpatrick R, Price AJ   +6 more
doaj  

IMPA-Net: Interpretable Multi-Part Attention Network for Trustworthy Brain Tumor Classification from MRI

Diagnostics
Deep learning (DL) networks have shown attractive performance in medical image processing tasks such as brain tumor classification. However, they are often criticized as mysterious “black boxes”. The opaqueness of the model and the reasoning process make
Yuting Xie, Fulvio Zaccagna, Leonardo Rundo, Claudia Testa, Ruifeng Zhu, Caterina Tonon, Raffaele Lodi, David Neil Manners   +7 more
doaj   +1 more source

Measures of Model Interpretability for Model Selection

, 2018
Part 5: MAKE Explainable AIInternational audienceThe literature lacks definitions for quantitative measures of model interpretability for automatic model selection to achieve high accuracy and interpretability, hence we define inherent model ...
André Carrington, Chen, Helen, Helen Chen, Carrington, André, Fieguth, Paul, Paul Fieguth   +5 more
core   +1 more source

A Survey of Interpretability of Machine Learning in Accelerator-based High Energy Physics

, 2020
Data intensive studies in the domain of accelerator-based High Energy Physics, HEP, have become increasingly more achievable due to the emergence of machine learning with high-performance computing and big data technologies.
Yuan, Bo, Lee Barnby, Ali Zahir, Danielle Turvill, Turvill, Danielle, Barnby, Lee, Zahir, Ali, Bo Yuan   +7 more
core   +1 more source

Ligand‐dependent transcriptional heterogeneity in cell cycle gene expression delays G1/S entry

FEBS Letters, EarlyView.
EGF and HRG induce distinct G1/S progression programs in ErbB2‐amplified BT474 breast cancer cells. Despite activating the potent ErbB2–ErbB3 heterodimer, HRG does not accelerate cell‐cycle entry. Instead, EGF promotes earlier restriction‐point passage via ERK–FOS signaling, whereas HRG activates the AKT–MYC axis, driving transcriptional heterogeneity ...
Ririn Rahmala Febri, Ayaka Nagasato‐Ichikawa, Keita Iida, Shuhei Kimura, Akira Imamoto, Mariko Okada   +5 more
wiley   +1 more source

A review of general pain measurement tools and instruments for consideration of use in COPD clinical practice

International Journal of COPD, 2017
Alisha Maree Johnson,1 Sheree MS Smith1,2 1School of Nursing and Midwifery, Western Sydney University, Penrith, 2Respiratory, Sleep, and Environmental Health Research Academic Unit, Liverpool Hospital, Liverpool, NSW, Australia Background: The ...
Johnson AM, Smith SMS
doaj  

Interpretability over Peano arithmetic

, 2008
We investigate the modal logic of interpretability over Peano arithmetic (PA). Our main result is an extension of the arithmetical completeness theorem for the interpretability logic ILM ! .
Claes Strannegård
core  

Emerging experimental and computational methods for studying redox‐regulated structural transitions

FEBS Letters, EarlyView.
Redox reactions can reshape proteins and alter how they behave in cells, with important consequences for health and disease. This review explores emerging experimental and computational approaches for discovering these redox‐sensitive protein switches, revealing their structural effects, and predicting their behavior, opening new opportunities to ...
Tasneem Rass, Dana Reichmann, Gábor Erdős   +2 more
wiley   +1 more source