University of Southern California Dissertations and Theses

A bridge program from jail to community behavioral health treatment

A bridge program from jail to community behavioral health treatment [prototype high-fidelity]

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A bridge program from jail to community behavioral health treatment [prototype high-fidelity]

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Content J A I L T O K A I S E R
M H / S U D B R I D G E
Heather Dunn, LCSW

Kaiser member is arrested
and booked into Sonoma
county jail.
Mental Health professional
assesses Justice Involved
member and identifies their
MH/SUD need (IBC code).
Mental Health Professional
alerts discharge planner that
inmate needs discharge
planning..
Discharge planner meets with
inmates and identifies which
inmate is a KP justice
involved member.
Discharge planner tracks
release date for Justice
involved Kaiser member
Once a release date has been
scheduled, discharge planner
schedules with KP triage a
teams meeting to facilitate KP
MH screening with inmate.
Kaiser phone screening is
facilitated the day before
release.
Discharge planner facilitates
the MH screening in the jail
between Kaiser triage and
inmate via teams, and
provides inmate with written
follow up appointment
information
Kaiser books initial
appointment within in 5 days
of release with AIC who will
identify treatment needs.
Jail side of the bridge

• Kaiser IAC will
meet with Justice
Involved
member, develop
treatment plan
and identify
needs.
• Schedule follow
up appointments
with case
manager.
Intake
appointment with
Kaiser
• Justice Involved
member no
shows to first or
follow up
appointments.
• Outreach calls to
member to
identify barriers
and reschedule
appointment.
• Referrals to
resources to
address barriers
to treatment.
• Attempt 3
outreach calls
before closing
case
Non-engagement
in treatment
• Identify barriers
to engagement in
services.
• Referrals to
services and
resources
needed.
• Regular check-ins
with case
manager.
• Monitor
engagement in
services and
resources.
Engagement in
treatment
• Case manager
will continue to
monitor
treatment
engagement for 6
months.
• Regular check-ins
with Justice
Involved member
• Continue to
monitor barriers
and refer to
appropriate
resources.
Treatment at
Kaiser
Kaiser side of the bridge

Abstract (if available)

Abstract Conventional light imaging in living tissues is limited to depths under 100um by the significant tissue scattering. Consequently, few commercial imaging devices can image tissue lesions beneath the surface, or measure their invasion depth, critical in dermatology. We present 3D-Multisite Diffused Optical Imaging (3D-mDOI) a novel approach that combines photon migration techniques from diffuse optical tomography, with automated controls and image analysis techniques for estimating lesion's depth via its optical coefficients. 3D-mDOl is a non-invasive, low-cost, fast and contact-free instrument capable of estimating subcutaneous tissue structures volumes through multisite-acquisition of reemitted light diffusion on the sample surface. It offers rapid estimation of Breslow depth, essential for staging melanoma.
Building upon 3D-mDOI, we designed an improved machine learning solution called multiplexed Diffused Optical Imaging Network (mDOI-Net) to estimate the depth of tissue lesions. mDOI-Net has an interpretable structure and provides depth information on tissue lesion depth in diverse circumstances. Its training is performed with customized synthetic dermatology datasets that we generate from publicly available datasets, ensuring data diversity and adaptability. The network reconstructs the 3D optical properties of the tissue from 2D diffuse images by introducing physical modeling of steady state diffuse optical imaging to the network. Our solution is posed to be more flexible, interpretable and predictable than current end-to-end, black-box neural network benchmarks.

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Asset Metadata

Creator Dunn, Heather (author)

Core Title A bridge program from jail to community behavioral health treatment [prototype high-fidelity]

School Suzanne Dworak-Peck School of Social Work

Degree Doctor of Social Work

Degree Program Social Work

Degree Conferral Date 2024-08

Publication Date 08/15/2024

Defense Date 07/31/2024

Publisher Los Angeles, California (original), University of Southern California (original), University of Southern California. Libraries (digital)

Tag 3D reconstruction,diffuse optical imaging,low-cost,non-contact,structured illumination

Format theses (aat)

Language English

Contributor Electronically uploaded by the author (provenance)

Advisor Smith-Maddox, Renee (committee chair), Nielsen-Jones, Shelly (committee member), Rank, Michael (committee member)

Creator Email heatherdunnlcsw@gmail.com,lmurata@usc.edu

Unique identifier UC1139991YZ

Identifier etd-DunnHeathe-13400-prototype-high-fidelity.pdf (filename)

Legacy Identifier etd-DunnHeathe-13400-prototype-high-fidelity

Document Type Capstone project

Format theses (aat)

Rights Dunn, Heather

Internet Media Type application/pdf

Type texts

Source 20240819-usctheses-batch-1199 (batch), University of Southern California (contributing entity), University of Southern California Dissertations and Theses (collection)

Access Conditions The author retains rights to his/her dissertation, thesis or other graduate work according to U.S. copyright law. Electronic access is being provided by the USC Libraries in agreement with the author, as the original true and official version of the work, but does not grant the reader permission to use the work if the desired use is covered by copyright. It is the author, as rights holder, who must provide use permission if such use is covered by copyright.

Repository Name University of Southern California Digital Library

Repository Location USC Digital Library, University of Southern California, University Park Campus MC 2810, 3434 South Grand Avenue, 2nd Floor, Los Angeles, California 90089-2810, USA

Repository Email cisadmin@lib.usc.edu