Search Results - "Mutlu, Onur Cezmi"

Training and Profiling a Pediatric Facial Expression Classifier for Children on Mobile Devices: Machine Learning Study by Banerjee, Agnik, Mutlu, Onur Cezmi, Kline, Aaron, Surabhi, Saimourya, Washington, Peter, Wall, Dennis Paul

“…Implementing automated facial expression recognition on mobile devices could provide an accessible diagnostic and therapeutic tool for those who struggle to…”
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Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study by Washington, Peter, Kalantarian, Haik, Kent, John, Husic, Arman, Kline, Aaron, Leblanc, Emilie, Hou, Cathy, Mutlu, Onur Cezmi, Dunlap, Kaitlyn, Penev, Yordan, Varma, Maya, Stockham, Nate Tyler, Chrisman, Brianna, Paskov, Kelley, Sun, Min Woo, Jung, Jae-Yoon, Voss, Catalin, Haber, Nick, Wall, Dennis Paul

“…Automated emotion classification could aid those who struggle to recognize emotions, including children with developmental behavioral conditions such as…”
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The Classification of Abnormal Hand Movement to Aid in Autism Detection: Machine Learning Study by Lakkapragada, Anish, Kline, Aaron, Mutlu, Onur Cezmi, Paskov, Kelley, Chrisman, Brianna, Stockham, Nathaniel, Washington, Peter, Wall, Dennis Paul

“…Background A formal autism diagnosis can be an inefficient and lengthy process. Families may wait several months or longer before receiving a diagnosis for…”
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Deep Learning-Based Autism Spectrum Disorder Detection Using Emotion Features From Video Recordings (Preprint) by Sleiman, Essam, Mutlu, Onur Cezmi, Surabhi, Saimourya, Husic, Arman, Kline, Aaron, Washington, Peter, Wall, Dennis P.

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Machine learning models using mobile game play accurately classify children with autism by Deveau, Nicholas, Washington, Peter, Leblanc, Emilie, Husic, Arman, Dunlap, Kaitlyn, Penev, Yordan, Kline, Aaron, Mutlu, Onur Cezmi, Wall, Dennis P.

“…Digitally-delivered healthcare is well suited to address current inequities in the delivery of care due to barriers of access to healthcare facilities. As the…”
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TempT: Temporal consistency for Test-time adaptation by Mutlu, Onur Cezmi, Honarmand, Mohammadmahdi, Surabhi, Saimourya, Wall, Dennis P

“…We introduce Temporal consistency for Test-time adaptation (TempT) a novel method for test-time adaptation on videos through the use of temporal coherence of…”
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Ensemble Modeling of Multiple Physical Indicators to Dynamically Phenotype Autism Spectrum Disorder by Huynh, Marie, Kline, Aaron, Surabhi, Saimourya, Dunlap, Kaitlyn, Mutlu, Onur Cezmi, Honarmand, Mohammadmahdi, Azizian, Parnian, Washington, Peter, Wall, Dennis P

“…Early detection of autism, a neurodevelopmental disorder marked by social communication challenges, is crucial for timely intervention. Recent advancements…”
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TempT: Temporal consistency for Test-time adaptation by Mutlu, Onur Cezmi, Honarmand, Mohammadmahdi, Surabhi, Saimourya, Wall, Dennis P.

“…We introduce Temporal consistency for Test-time adaptation (TempT), a novel method for test-time adaptation on videos through the use of temporal coherence of…”
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Computer Vision Estimation of Emotion Reaction Intensity in the Wild by Qian, Yang, Kargarandehkordi, Ali, Mutlu, Onur Cezmi, Surabhi, Saimourya, Honarmand, Mohammadmahdi, Wall, Dennis Paul, Washington, Peter

“…Emotions play an essential role in human communication. Developing computer vision models for automatic recognition of emotion expression can aid in a variety…”
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Advancing Human Action Recognition with Foundation Models trained on Unlabeled Public Videos by Qian, Yang, Sun, Yinan, Kargarandehkordi, Ali, Azizian, Parnian, Mutlu, Onur Cezmi, Surabhi, Saimourya, Chen, Pingyi, Jabbar, Zain, Wall, Dennis Paul, Washington, Peter

“…The increasing variety and quantity of tagged multimedia content on a variety of online platforms offer a unique opportunity to advance the field of human…”
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Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study by Lakkapragada, Anish, Kline, Aaron, Mutlu, Onur Cezmi, Paskov, Kelley, Chrisman, Brianna, Stockham, Nate, Washington, Peter, Wall, Dennis

“…A formal autism diagnosis can be an inefficient and lengthy process. Families may wait months or longer before receiving a diagnosis for their child despite…”
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Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images by Washington, Peter, Mutlu, Cezmi Onur, Kline, Aaron, Paskov, Kelley, Stockham, Nate Tyler, Chrisman, Brianna, Deveau, Nick, Surhabi, Mourya, Haber, Nick, Wall, Dennis P

“…Computer Vision (CV) classifiers which distinguish and detect nonverbal social human behavior and mental state can aid digital diagnostics and therapeutics for…”
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Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging by Washington, Peter, Kline, Aaron, Mutlu, Onur Cezmi, Leblanc, Emilie, Hou, Cathy, Stockham, Nate, Paskov, Kelley, Chrisman, Brianna, Wall, Dennis P

“…Activity recognition computer vision algorithms can be used to detect the presence of autism-related behaviors, including what are termed "restricted and…”
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TikTok for good: Creating a diverse emotion expression database by Surabhi, Saimourya, Shah, Bhavik, Washington, Peter, Mutlu, Onur Cezmi, Leblanc, Emilie, Mohite, Prathamesh, Husic, Arman, Kline, Aaron, Dunlap, Kaitlyn, McNealis, Maya, Liu, Bennett, Deveaux, Nick, Sleiman, Essam, Wall, Dennis P.

“…Facial expression recognition (FER) is a critical computer vision task for a variety of applications. Despite the widespread use of FER, there is a dearth of…”
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Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels by Washington, Peter, Mutlu, Onur Cezmi, Leblanc, Emilie, Kline, Aaron, Hou, Cathy, Chrisman, Brianna, Stockham, Nate, Paskov, Kelley, Voss, Catalin, Haber, Nick, Wall, Dennis

“…Emotion classifiers traditionally predict discrete emotions. However, emotion expressions are often subjective, thus requiring a method to handle subjective…”
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Improved Digital Therapy for Developmental Pediatrics Using Domain-Specific Artificial Intelligence: Machine Learning Study by Washington, Peter, Kalantarian, Haik, Kent, John, Husic, Arman, Kline, Aaron, Leblanc, Emilie, Hou, Cathy, Mutlu, Onur Cezmi, Dunlap, Kaitlyn, Penev, Yordan, Varma, Maya, Stockham, Nate Tyler, Chrisman, Brianna, Paskov, Kelley, Sun, Min Woo, Jung, Jae-Yoon, Voss, Catalin, Haber, Nick, Wall, Dennis Paul

“…JMIR pediatrics and parenting 5.2 (2022): e26760 Background: Automated emotion classification could aid those who struggle to recognize emotions, including…”
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