E. F. Haghish
@haghish.bsky.social
Data scientist & health psychologist, studying meta-learner algorithms, ML applications for mental health research, and child and adolescent suicidal behavior
Why adult #theories of #suicide are incompatible with children and adolescents? I've tried to look at the #rationality assumption underlying these theories and assessing their generalizability to youth: dx.doi.org/10.13140/RG....
(PDF) Revisiting Rationality: Why Adult Theories of Suicide Are Incompatible with Child and Young Adolescent Suicidal Decision-Making?
PDF | Adult theories of suicide are often generalized to children and young adolescents, despite the cognitive, developmental, and sociocultural... | Find, read and cite all the research you need on R...
dx.doi.org
April 14, 2025 at 8:34 PM
Why adult #theories of #suicide are incompatible with children and adolescents? I've tried to look at the #rationality assumption underlying these theories and assessing their generalizability to youth: dx.doi.org/10.13140/RG....
Teens #videogames such as #TheSims recognizes #hunger and #overexertion as causes of #death, but #suicide #researchers neglect them! Because they do not fit the "definition" of suicide, and rather recognize them as #anorexia or etc! Gradual #SelfDestruction is #passive #suicidal behavior!
March 31, 2025 at 1:32 PM
Teens #videogames such as #TheSims recognizes #hunger and #overexertion as causes of #death, but #suicide #researchers neglect them! Because they do not fit the "definition" of suicide, and rather recognize them as #anorexia or etc! Gradual #SelfDestruction is #passive #suicidal behavior!
The biggest issue of using #machinelearning in #healthscience is its lack of #stability & #reliability in exploratory #research. It's barely discussed in the literature! #Holistic #Multimodel #Domain #Analysis is an approach to address these limitations
cran.r-project.org/web/packages...
cran.r-project.org/web/packages...
HMDA: Holistic Multimodel Domain Analysis for Exploratory Machine Learning
Holistic Multimodel Domain Analysis (HMDA) is a robust and transparent framework designed for exploratory machine learning research, aiming to enhance the process of feature assessment and selection. ...
cran.r-project.org
March 28, 2025 at 9:53 AM
The biggest issue of using #machinelearning in #healthscience is its lack of #stability & #reliability in exploratory #research. It's barely discussed in the literature! #Holistic #Multimodel #Domain #Analysis is an approach to address these limitations
cran.r-project.org/web/packages...
cran.r-project.org/web/packages...
The "HMDA" #R #Package is finally out. This package implements #Holistic #Multimodel #Domain #Analysis, a new #machinelearning paradigm for stabilizing the result of #exploratory #analysis, performing #automatic #featureSelection, and finding important #factors and #domains in #bigdata.
March 27, 2025 at 8:10 PM
The "HMDA" #R #Package is finally out. This package implements #Holistic #Multimodel #Domain #Analysis, a new #machinelearning paradigm for stabilizing the result of #exploratory #analysis, performing #automatic #featureSelection, and finding important #factors and #domains in #bigdata.
Reposted by E. F. Haghish
Glad to read the news that the Norwegian government has dropped the requirement that international PhD fellows must learn Norwegian www.khrono.no/regjeringen-...
Regjeringen vil fjerne omstridt norskkrav for utenlandske stipendiater
Regjeringen vil fjerne omstridt krav om norskkurs for utenlandske forskere og vurderer å myke opp reglene for studieavgift for internasjonale studenter, varsler den i stortingsmeldingen om forskningss...
www.khrono.no
March 21, 2025 at 4:19 PM
Glad to read the news that the Norwegian government has dropped the requirement that international PhD fellows must learn Norwegian www.khrono.no/regjeringen-...
A new version of #shapley #R #package is released on #CRAN. This algorithmic update improves #transparency & robustness of #SHAP values for exploratory and holistic #machinelearning #mentalhealth #research.
cran.r-project.org/web/packages...
cran.r-project.org/web/packages...
shapley: Weighted Mean SHAP and CI for Robust Feature Assessment in ML Grid
This R package introduces Weighted Mean SHapley Additive exPlanations (WMSHAP), an innovative method for calculating SHAP values for a grid of fine-tuned base-learner machine learning models as well a...
cran.r-project.org
March 19, 2025 at 11:22 AM
A new version of #shapley #R #package is released on #CRAN. This algorithmic update improves #transparency & robustness of #SHAP values for exploratory and holistic #machinelearning #mentalhealth #research.
cran.r-project.org/web/packages...
cran.r-project.org/web/packages...
Cognitive triad model has long been used to explain depression, eating disorders, and suicidality. This paper discusses a plausible enhancement by adding orientation toward the body, as “a pivotal interface, between the self, the world, and the future”.
doi.org/10.1016/j.ja...
doi.org/10.1016/j.ja...
March 13, 2025 at 12:08 PM
Cognitive triad model has long been used to explain depression, eating disorders, and suicidality. This paper discusses a plausible enhancement by adding orientation toward the body, as “a pivotal interface, between the self, the world, and the future”.
doi.org/10.1016/j.ja...
doi.org/10.1016/j.ja...