A Digital Therapeutic for Pain Relief through AI-Guided Visual Stimulation
A Digital Therapeutic for Pain Relief through AI-Guided Visual Stimulation
批准号:
10561374
负责人:
Adam Hanina
金额:
$5.5万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-09-01 至 2023-08-31
关键词:
AmericanArtificial IntelligenceBehavioralBiofeedbackBiosensorBrainCellular PhoneClinicalColorDataEyeFeedbackFrequenciesGoalsInterventionMapsMental disordersOpioid AnalgesicsPainPain managementPatientsPatternPerceptionPharmacologyPhasePhotic StimulationProcessRandomized Controlled TrialsSignal TransductionSmall Business Innovation Research GrantStimulusTabletsTaraxacumTestingTherapeuticTimeTreatment EfficacyWritingbasecostdesigndigital treatmentnervous system disorderneuroregulationnovelopioid mortalityopioid sparingpain perceptionpain reliefprototyperesponsevisual informationvisual stimulus
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Project Summary
Dandelion™ was founded in 2020 to develop digital therapeutics for neurologic and psychiatric disorders by
interacting with the brain via the eyes. The goal of this SBIR is to design and test a safe, effective, and
nonaddictive pain-relief digital therapeutic in the form of visual stimuli. The platform will use artificial
intelligence (AI) and real-time biofeedback to “read” (decipher) brain signals and “write” to (neuromodulate) the
brain with rapid-changing visual stimuli composed of optimized patterns, colors, and frequencies. This is the
first attempt to use AI-guided visual stimuli as a treatment for pain. In 2017, 11 million of the 191 million
prescriptions written for opioid pain medications were misused, and 35% of opioid-related deaths (nearly
17,000 cases) were connected to these prescriptions. In the search for safe, effective alternatives, a range of
opioid-sparing interventions have been developed through pharmacologic, clinical, and digitized behavioral
platforms but none has proved fully successful. Dandelion hypothesizes that the complexity and variability of
pain demands a therapeutic approach that mimics the way the brain itself processes and integrates data for
pain perception. Through its novel neuromodulatory platform, using artificial intelligence to parameterize
potentially useful visual information, Dandelion will develop a safe, low-cost digital therapeutic that patients can
view on a smartphone or tablet for immediate pain relief. By correlating stimulus with response across different
types of pain, Dandelion also hopes to build a pain-perception map of wider applicability. In Phase I a
prototype AI-guided platform will be developed that can synthesize novel stimulation combinations and
optimize them based on feedback from an array of biosensors; their efficacy in reducing the perception of
induced pain will then be tested in healthy subjects. In Phase II, Dandelion will develop the prototype into a
commercially available product and test the pain-relief digital therapeutic for efficacy and generalizability in
randomized controlled trials. The commercial opportunity is estimated to be $5.9 billion.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
A Digital Therapeutic for Pain Relief through AI-Guided Visual Stimulation
-
批准号:10325724
-
项目类别:
-
资助金额:$31.95万
-
财政年份:2021
-
负责人:Adam Hanina
-
依托单位:
Automating Directly Observed Therapy as a Platform Technology
-
批准号:8524716
-
项目类别:
-
资助金额:$89.58万
-
财政年份:2013
-
负责人:Adam Hanina
-
依托单位:
Automating Directly Observed Therapy as a Platform Technology
-
批准号:8670794
-
项目类别:
-
资助金额:$88.83万
-
财政年份:2013
-
负责人:Adam Hanina
-
依托单位:
Funding of Phase II SBIR Contract. N44 DA-12-2227
-
批准号:8756304
-
项目类别:
-
资助金额:$99.75万
-
财政年份:2013
-
负责人:Adam Hanina
-
依托单位:
Fractal Identification System for Medication
-
批准号:8394091
-
项目类别:
-
资助金额:$22.72万
-
财政年份:2012
-
负责人:Adam Hanina
-
依托单位:
OTHER FUNCTIONS: SBIR PHASE I, "MED. ADHERENCE IN HIGHER RISK POPULATIONS," N43D
-
批准号:8554527
-
项目类别:
-
资助金额:$13.79万
-
财政年份:2012
-
负责人:Adam Hanina
-
依托单位:
Gesture Based Medication Adherence Confirmation for Clinical Trials
-
批准号:8199012
-
项目类别:
-
资助金额:$27.32万
-
财政年份:2011
-
负责人:Adam Hanina
-
依托单位:
海外基金