1357
GATE.ac.uk - wiki/crowdsourcing.html
The new, open-source GATE Crowdsourcing plugin offers infrastructural support for mapping documents to crowdsourcing units and back, as well as automatically generating reusable crowdsourcing interfaces for NLP classification and sequence annotation tasks. The latest snapshot releases also offer support for automatic adjudication of results, building a consensus annotation set from the cases where enough annotators agree and gathering disputed results together for manual review.
nlp  annotation 
october 2016
MAT Documentation
The MITRE Annotation Toolkit (MAT) is a suite of tools which can be used for automated and human tagging of annotations.
annotation  nlp 
october 2016
Text - H.R.5392 - 114th Congress (2015-2016): No Veterans Crisis Line Call Should Go Unanswered Act | Congress.gov | Library of Congress
Text for H.R.5392 - 114th Congress (2015-2016): No Veterans Crisis Line Call Should Go Unanswered Act
vcl 
october 2016
Official: One-third of calls to VA suicide hotline roll over
More than one-third of calls to a suicide hotline for troubled veterans are not being answered by front-line staffers because of poor work habits and other problems at the Department of Veterans Affairs, according to the hotline's former director.
vcl 
october 2016
Crisis Line Specialist Helps Fellow Veterans > U.S. DEPARTMENT OF DEFENSE > Article
Whether to talk or for more serious help, such as suicide prevention, Jeffrey Swafford, a former Air Force staff sergeant, said service members, veterans and family members and friends can call, text or chat online with him or any of his coworkers,
vcl 
september 2016
VA: Suicide prevention is a top priority
We are continuing to ensure same-day access for urgent mental health needs at every medical center, writes Dr. David J. Shulkin, undersecretary for health for the Department of Veterans Affairs.
vcl 
september 2016
R U there? Crisis Text Line provides new lifeline for troops and veterans
“At first he didn’t want to talk. He was very blunt and one-worded. Very closed off.”
vcl  ctl 
july 2016
Hughes-Emails
Copies of leaked May/June 2016 emails from Gregory Hughes
vcl  va 
july 2016
VA suicide hotline workers ripped for failing vets
Internal emails obtained by USA TODAY show VA workers answer few calls and leave shifts early.
vcl  va 
july 2016
4 vets tie up VA suicide hotline with abusive calls
VA says its suicide hotline struggles to meet a growing demand because of a few callers.
vcl  va 
july 2016
VA Crisis Line director resigns, text messages go unanswered
Whistleblower, government watchdog agency confirm ongoing problems at the Veterans Crisis Line
vcl  va 
june 2016
Philip Guo - What is HCI research? And what is its relationship to computer science?
Here is my attempt to explain what HCI (human-computer interaction) research is, what its main challenges are, and why it belongs in a computer science department. This document is biased by my own background as a computer systems researcher and the kinds of technical systems-building HCI work that I do.
hci 
april 2016
Introduction | Computational and Inferential Thinking
This is the textbook for the Foundations of Data Science class at UC Berkeley.
books  statistics 
april 2016
Death in the United States | Kaggle
This script explores the mortality data in the United States (for the year 2014) based on the data released by the Centers for Disease Control and Prevention. It focuses on the suicide cases, trying to find correlations or clear patterns to pay attention for. For examples it looks into the frequency of suicide cases for the different age ranges, for both males and females.
suicide  r  statistics 
april 2016
Thrift: The Missing Guide
A comprehensive guide and reference documentation for Thrift
thrift 
april 2016
Products - Data Briefs - Number 241 - April 2016
CDC report: Increase in Suicide in the United States, 1999–2014
suicide 
april 2016
Donate Your Social Media for Suicide Prevention | The Mighty
A new website allows you to donate your social media for suicide prevention research.
suicide 
april 2016
Is Your Nonprofit Too Old To Barf Rainbows on Snapchat? | Beth’s Blog
SnapChat has been around for a few years, but I have not focused on it because as a babyboomer I'm not the target demographic. Snapchat is a mobile app that
socialmedia 
april 2016
From Reporting to Supporting: Using Facebook to Support Someone in Suicidal Crisis on Vimeo
From Reporting to Supporting: Using Facebook to Support Someone in Suicidal Crisis
suicide 
april 2016
RFA-MH-17-500: Pragmatic Strategies for Assessing Psychotherapy Quality in Practice (R01)
This funding opportunity announcement (FOA)  supports the development and testing of pragmatic strategies for assessing the quality of the delivery of psychosocial interventions (defined here as provider-delivered behavioral, cognitive, interpersonal or other psychosocial/psychotherapeutic approaches) for the treatment or prevention of mental health disorders.  Specifically, the goal is develop assessment tools and strategies that are both psychometrically rigorous (i.e., reliable, valid and strongly predictive of therapy outcomes and associated with other “gold standard” metrics of quality) and pragmatic (i.e., feasible for use in community practice settings and useful for advancing efforts at training, supervision, quality monitoring, and/or quality improvement).        
grants  psychology 
march 2016
The Truth About 22 Veteran Suicides A Day
There is a statistic that has been widely quoted in the veteran community that highlights an estimated 22 veterans a day are committing suicide. It is a deeply troubling statistic and has galvanized the veteran movement, both from inside the military and veteran communities, and externally, to bring about a wide range of programming nationwide. The statistic, however, is widely misunderstood.
suicide  va 
march 2016
The military's suicide-prevention fight has moved to Facebook and Twitter
Defense Department is studying cues in social media to determine whether they can predict who might be at risk for suicide.
suicide  va 
march 2016
Senator: Fire VA's mental health director - CNN.com
A U.S. senator has sent a scathing letter to VA Secretary Robert McDonald demanding the VA fire its director of mental health.
vcl  suicide  va 
march 2016
Death After VA Suicide Hotline Went to Voicemail | The Daily Caller
An Illinois veteran in distress called the Department of Veterans Affairs’ suicide hotline, and no one picked up. So he laid down on train tracks.
suicide  vcl  va 
march 2016
News Releases - Office of Public and Intergovernmental Affairs
Provides a list and brief description of news releases issued by the Department of Veterans Affairs. Most news releases are also available as Word files to download.
suicide  va 
march 2016
SAMHSA News - Preventing Suicide: Following up After the Crisis
Article about National Suicide Prevention Lifeline Crisis Center Follow-Up program
suicide  nspl 
march 2016
REDCap
REDCap is a mature, secure web application for building and managing online surveys and databases. While REDCap can be used to collect virtually any type of data, it is specifically geared to support data capture for research studies.
surveys 
march 2016
Crisis Text Line Is Opening Its Treasure Trove Of Data To Researchers | Fast Company | Business + Innovation
Data from more than 13 million text messages can shed light on when, where, and why crisis arises.
ctl 
february 2016
Calls to VA suicide hotline went to voicemail, report says | Fox News
A suicide hotline operated by the Department of Veterans Affairs allowed crisis calls to go into voicemail, and callers did not always receive immediate assistance, according to a report by the agency's internal watchdog.
suicide  va  vcl 
february 2016
News Releases - Office of Public and Intergovernmental Affairs
Provides a list and brief description of news releases issued by the Department of Veterans Affairs. Most news releases are also available as Word files to download.
vcl  va  suicide 
february 2016
Wikipedia Comparable Corpora | linguatools
The Wikipedia Comparable Corpora are bilingual document-aligned text corpora. They have been extracted from the Wikipedia Monolingual Corpora‘s XML files using the crosslanguage links. Each comparable corpus consists of document pairs: Wikipedia articles in language L1 and the linked article in language L2 on the same subject. Alltogether, there are over 41 million aligned articles for 253 language pairs. The 253 corpus files occupy 405 GB disk space when unzipped.
mt 
february 2016
Unlocking Secured Password Protected PDF Files - Localizing Japan
Using Ghostscript on Linux, you can unlock a PDF with a single command: gs -q -dNOPAUSE -dBATCH -sDEVICE=pdfwrite -sOutputFile=OUTPUT.pdf -c .setpdfwrite -f INPUT.pdf
pdf 
february 2016
In Unit Stalked by Suicide, Veterans Try to Save One Another - The New York Times
Members of a Marine battalion that served in a restive region in Afghanistan have been devastated by the deaths of comrades and frustrated by the V.A.
suicide  va 
february 2016
Translate a file with Matecat
MateCat is an enterprise-level, online CAT tool designed to make post-editing and outsourcing easy and to provide a complete set of features to manage and monitor translation projects.

MateCat provides the ideal environment for post-editing and translation. Thanks to the integration of the largest collaborative translation memory and the best machine translation, you will always get from 10% to 20% more matches than with any other CAT tool and translate faster than ever.
mt  cat 
february 2016
OPUS - an open source parallel corpus
OPUS is a growing collection of translated texts from the web. In the OPUS project we try to convert and align free online data, to add linguistic annotation, and to provide the community with a publicly available parallel corpus. OPUS is based on open source products and the corpus is also delivered as an open content package.
mt 
february 2016
RFA-MH-16-800: Applied Research Toward Zero Suicide Healthcare Systems (R01)
NIH Funding Opportunities and Notices in the NIH Guide for Grants and Contracts: Applied Research Toward Zero Suicide Healthcare Systems (R01) RFA-MH-16-800. NIMH
suicide  grants 
february 2016
Tree Editor TrEd
TrEd is a fully customizable and programmable graphical editor and viewer for tree-like structures. Among other projects, it was used as the main annotation tool for syntactical and tectogrammatical annotations in The Prague Dependency Treebank, as well as for decision-tree based morphological annotation of The Prague Arabic Dependency Treebank.
annotation  nlp 
january 2016
Apple Launches Quality Program for MacBook Pro Anti-Reflective Coating Issues - Mac Rumors
Apple has issued an internal notice about a new Quality Program that addresses anti-reflective coating issues on MacBook and MacBook Pro models with Retina displays. These issues include the anti-reflective coating on displays wearing off or delaminating under certain circumstances.
mac 
october 2015
NIH’s mental health chief on why he’s leaving for Google: Technology may hold key to better diagnosis - The Washington Post
Insel: When I look at what I would say is my biggest failure, it’s that I don’t think that the investment we made with the money that we were given had an impact on the suicide rate, on the morbidity of any major mental illness. . . .
suicide 
october 2015
Dataquest Blog - Writings about data science, from the makers of Dataquest.io
We’ll analyze a dataset side by side in Python and R, and show what code is needed in both languages to achieve the same result.
python  statistics 
october 2015
Database May Help Identify Veterans on the Edge - The New York Times
Health care is increasingly using sophisticated algorithms to predict medical outcomes. Now the focus is on those who have served.
suicide 
september 2015
Scalable and Quantifiable Mental Health Signals
Automated analysis can play a valuable role in improving patient mental health-related outcomes.
qntfy  mentalhealth 
september 2015
Data ‘Salvation’ for Suicide Research - Association for Psychological Science
Even after spending more than 3 decades working to establish a robust clinical science to study suicide behaviors, APS James McKeen Cattell Fellow Marsha M. Linehan (University of Washington) still is shocked by some of the discoveries she has made over the course of her career.
suicide 
september 2015
Probability Cheatsheet
This is an 10-page probability cheatsheet compiled from Harvard's Introduction to Probability course, taught by Joe Blitzstein (@stat110). The cheatsheet summarizes important probability probability concepts, formulas, and distributions, with figures, examples, and stories.
probability  statistics 
september 2015
NIMH » Look who is getting into mental health research
Tech companies are bringing their ability to extract knowledge from data to health care. Dr. Insel gives some examples that show the potential of new tech-based approaches to diagnosis and treatment.
mentalhealth 
september 2015
Let's Talk About Suicide: #LanguageMatters - SocialWorker.com
When it comes to suicide, language matters. This article by experts Jonathan Singer and Sean Erreger explains preferred and problematic terminology, and includes an illustrative example.
suicide 
september 2015
Awesome Python
A curated list of awesome Python frameworks, libraries and software
python 
september 2015
RRP 12-450 – HSR&D Study
Using Information from the EHR to monitor Adherence to mTBI Practice Guidelines
vanlp  va 
september 2015
TAP Lab at Vanderbilt
Mission: To ignite large-scale reductions in mental illness by harmonizing advances in technology with advances in psychology
mentalhealth  psychology 
august 2015
Deeplearning4j - Open-source, distributed deep learning for the JVM
A Beginner’s Guide to Eigenvectors, PCA, Covariance and Entropy
math  statistics 
august 2015
AI Resources
Open AI Resources is a directory of open source software and open access data for the AI research community. The site was initially developed by the Allen Institute for Artificial Intelligence and InferLink Corporation, and is currently managed by AI Access Foundation.
ai 
august 2015
My Thoughts on the Language of Suicidology and the Tower of Babel | midnightdemons7
I finally read the “Language of Suicidology” by Morton Silverman (Silverman, 2006). Silverman has been in the suicide field for years. He has written countless books and articles on the subject of suicide. In this article, I found a few interesting things. One is there is no such thing as the language of suicide that encompasses the whole discipline or even the different disciplines that suicide falls into. Things like suicide attempt or suicide gesture mean completely different things to different people.
suicide 
august 2015
Prevent the Attempt
If your organization has an online presence (e.g., web site, blog, Twitter, Facebook, YouTube), you or other users could encounter someone suicidal. You can respond to a cry for help if you have the right resources at your disposal.This chart, developed by industry and mental health experts*, offers three levels of response to suicidal ideation or intent ranging from Basic to Advanced. Choose the options that work best for you.
suicide 
august 2015
CIMIT: Center for Integration of Medicine and Innovative Technology
CIMIT - Center for Integration of Medicine and Innovative Technology: A non-profit consortium of Boston's leading teaching hospitals and universities, CIMIT fosters interdisciplinary collaboration among world-class experts in translational research, medicine, science and engineering, in concert with industry, foundations and government, to rapidly improve patient care.
jhu 
august 2015
TeXMed - Exporting PubMed to BibTeX
TeXMed is an interface for NCBI PubMed to
export and save BibTeX format for import into LaTeX or TeX documents.
research 
july 2015
The power of Git subtree - Atlassian Developers
Git subtree allows you to insert any repository as a sub-directory of another one. It is one of several ways Git projects can manage project dependencies.
git 
july 2015
Johns Hopkins sees new Military & Veterans Health Institute as national model | Gazette | Hub
Johns Hopkins sees its new Military & Veterans Health Institute as a model for the nation
jhu 
june 2015
Tools to Organize Browser Tabs for Mac Users - Veritrope
Want to better organize browser tabs on your Mac? Here's a list of AppleScripts, Alfred Workflows, and Launchbar actions to help you do the job!
tabs  safari 
june 2015
JavaScript Common Pitfalls
This is a short list of common pitfalls in JavaScript, and some simple solutions for them. A lot of these problems arise from the deeply asynchronous nature of the language and may be applicable to other similar environments. Others are unique to JavaScript's attempts to be beginner friendly, and attempting to do something sensible given ambiguous input
javascript 
june 2015
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