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Natural Wonders

2019 Healthy Child Summit

November 14 - 15, 2019

Dr. Dyann Daley will present Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare at 2:00 PM CST on November 15, 2019 at Heifer International Headquarters in Little Rock, Arkansas

More Information

The 2019 Arkansas Adverse Childhood Experiences (ACEs) and Resilience Summit: Building Resilient Communities: Where you live,

work and play!

September 26 - 28, 2019

Dr. Dyann Daley will present Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare on the 28th at 1pm

Learn More

Child Fatality Conference, Washington County MD

July 19, 2019

Predict-Align-Prevent: Place-based Predictive Analytics in Child Welfare workshop presented by

Dr. Dyann Daley

The 2019 Arkansas Conference on Child Abuse and Neglect

On October 9th and 10th, 2019 Dr. Daley will present at the Hot Springs Convention Center in Hot Springs, Arkansas

Click here to learn more

2019 Prevent Child Abuse America National Conference

Dr. Daley will present September 16th and September 17th, 2019 at the Wisconsin Center in Milwaukee, Wisconsin

Click here to learn more

Dr. Dyann Daley to Present at The 21st National Conference on Child Abuse and Neglect

April 26, 2019

Aligning Community Resources for Prevention: A Geospatial Analysis of Risk and Protective Community Factors

Room: Maryland C

Presenters: Carl Ayers, Virginia Department of Social Services;  Dyann Daley, M.D., Predict Align Prevent

 

Predictive analytics is a growing trend in child welfare. Geospatial analytics is a model that uses location-based data to assess risk prior to a child entering the child welfare system, reflecting the national trend and movement towards early identification and prevention of child abuse. Geospatial analytics uses location-based data to build maps, which have been successful in identifying the geographic locations of future child maltreatment. Community members and stakeholders identify existing services and the gaps in services for the high-risk locations. Engaging a variety of community members and stakeholders redefines the responsibility of protecting children to all community members.  

Click here to read more

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View our Open Source Community Kick-off Online Conference

March 2019

Predict-Align-Prevent, a 501(c)(3) nonprofit, and Urban Spatial hosted a kick-off call to launch our new, open source predictive tools to help in the fight against child maltreatment. Combining spatial analytics with cutting edge machine learning techniques, this framework allows communities to explore administrative data and forecast maltreatment risk across space.

Click here to view the presentation

This Penn professor’s geospatial tool predicts where child maltreatment will happen

April  2019

Ken Steif, the director of University of Pennsylvania’s Master of Urban Spatial Analysis program, has been working with Texas nonprofit Predict Align Prevent on a framework that considers privacy and proximity to community resources.

Click here to read more

Wise Practitioner – Predictive Analytics Interview Series: Dyann Daley MD at Predict-Align-Prevent

 

March 2019

In anticipation of her upcoming conference presentation at Predictive Analytics World Las Vegas, June 16-20, 2019, Dyann Daley MD, Founder and CEO at Predict-Align-Prevent sat down for an interview to discuss her presentation, Finding At-Risk Children with Geospatial Machine Learning.

Read the full interview text here.

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PRESS RELEASE

Stop Child Abuse Before it Happens with New Open Source Geospatial Machine Learning Tools

 

March 2019

Predict-Align-Prevent and Urban Spatial Analysis share an original open source geospatial machine learning framework for the prevention of child abuse and neglect.

Read the release here.

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Open Source Community Kick-off: Online Conferences

 

March 2019

Predict-Align-Prevent, a 501(c)(3) nonprofit, and Urban Spatial are excited to release new, open source predictive tools to help in the fight against child maltreatment. Combining spatial analytics with cutting edge machine learning techniques, this framework allows communities to explore administrative data and forecast maltreatment risk across space.

PAP and Urban Spatial look forward to seeing others adopt the open source codebase to replicate this work in communities nationwide.  Two online conferences on March 25th and 26th will be hosted to launch the open source community around the software and methods.

For conference call details, click here.

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Predict Align Prevent Richmond, Virginia Technical Report

 

March 2019

We are excited to announce the release of the Richmond Virginia Technical Report commissioned by the Virginia Department of Social Services.

The report includes analysis and results of the Predict Align Prevent program to date.

To read the report, click here.

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New Ethics Review of Predict-Align-Prevent’s Approach to Place-Based Predictive Analytics for the Prevention of Child Abuse and Neglect

 

February 2019

 

We are pleased to share an ethics review of the Predict-Align-Prevent Program, conducted by Professor Tim Dare of the The University of Auckland, which identifies the ethical considerations raised by the Predict-Align-Prevent (PAP) Program, and makes recommendations to address or mitigate potential risks.

 

This ethics analysis was made possible by support from Casey Family Programs.

To read the review, click here.  

New Zealand Crunches Big Data to Prevent Child Abuse

April 10, 2015

The Chronicle of Social Change by Darian Woods

How Doctors Are Using Data to Predict Child Abuse

November 21, 2016

KERA News, by Samantha Guzman

California Bets on Big Data to Predict Child Abuse

January 23, 2017

Los Angeles Daily News

Researchers Develop Tool That Can Predict Child Abuse Before It Occurs (Video)

March 3, 2017

WFAA TV wfaa.com

Texas Doctor Seeks To Stop Child Abuse Before It Can Happen

August 13, 2017

Associated Press
By Jamie Stengle

As a pediatric anesthesiologist, Dyann Daley, MD, sees her share of injured kids. But one case in 2012 changed her life.

July 2018

Texas Medicine
By Sean Price

Please see Dr. Dyann Daley present at Mega-PAW, the world’s largest Predictive Analytics event, June 18-19, 2019 at Caesars Palace, Las Vegas.

Dr. Daley will discuss the work of her non-profit Predict Align Prevent and her goal to discover the combination of prevention services, supports, and infrastructure that reliably prevents child abuse and neglect.  

Allegheny County DHS Using Algorithm to assist in Child Welfare Screening

April 19, 2017

Pittsburgh Post-Gazette
by Kate Giammarisi

The 35th Annual San Diego International Conference on Child and Family Maltreatment Organized by Chadwick Center for Children and Families 

San Diego, California January 25- 31, 2020

Dr. Dyann Daley will present on Population Level CQI for Child Maltreatment Prevention on January 28, 2020 at the 35th Annual San Diego International Conference on Child and Family Maltreatment, organized by Chadwick Center for Children and Families at Town and Country San Diego, San Diego, California

Rogosin Institute Expert Roundtable

Friday, October 18, 2019, 8:30 to 3:00

in New York

Dr. Dyann Daley will participate in the Rogosin Institute Expert Roundtable on the “Potential Power and Challenges in the Use of Artificial Intelligence (“Big Data”) for Improved Risk Stratification and Management of Kidney Disease” on October 18, 2019 in New York.