Search Results - "Health Informatics" :: K.UTB vyhledávací portál

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Predicting Sensation-Seeking from Resting-State fMRI: The Need for Age-Specific Models

by Li, Zishen, Lamichhane, Bishal, Patel, Ankit, Salas, Ramiro, Moukaddam, Nidal, Sabharwal, Ashutosh
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Adaptive Cross-View Feature Mining for Jaw Lesions Detection and Recognition in CBCT Image

by Yue, Wang, Houjin, Chen, Jupeng, Li, Piaolin, Hu, Xinyue, Zhang, Ruohan, Ma, Gang, Li
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Robust and Explainable Depression Identification from Speech Using Vowel-Based Ensemble Learning Approaches

by Feng, Kexin, Chaspari, Theodora
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Artificial Intelligence-Enabled Retinal Vasculometry at Scale Utilizing the UK Biobank, CLSA, and NEL DESP Datasets

by Welikala, Roshan A., Fajtl, Jiri, Johnson, Gordon, Rahman, Farzana, Podoleanu, Razvan, Remagnino, Paolo, Freeman, Ellen E., Chambers, Ryan, Bolter, Louis, Anderson, John, Olvera-Barrios, Abraham, Warwick, Alasdair, Foster, Paul J., Shakespeare, Royce, Ganguly, Rahul, Egan, Catherine, Tufail, Adnan, Owen, Christopher G., Rudnicka, Alicja R., Barman, Sarah A.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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AI-HEAT: A Clinical Decision Support System for Pediatrics Febrile Conditions

by Bautista-Castillo, Abraham, Padilla-Medina, Rocio A., Nguyen, Jessica, Shimizu, Chisato, Tremoulet, Adriana H., Burns, Jane C., Annapragada, Ananth V., Vogel, Tiphanie P., Kakadiaris, Ioannis A.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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A New Approach to Discovering HIV Symptom and Patient Clusters Using CNICS Data and Topic Modeling

by Cao, Tru, Zhao, Weilu, Wu, Hulin, Giordano, Thomas, Karris, Maile, Napravnik, Sonia, Whisenant, Meagan, Brady, Veronica, Burkholder, Greer, Christopoulos, Katerina, Kitahata, Mari, Cachay, Edward, Gripshover, Barbara, Crane, Heidi, Mayer, Kenneth, Agil, Deana
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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An Efficient Contrastive Unimodal Pretraining Method for EHR Time Series Data

by King, Ryan, Kodali, Shivesh, Krueger, Conrad, Yang, Tianbao, Mortazavi, Bobak J.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Predicting Ophthalmologist Gaze Patterns on OCT Data with Masked Autoencoders and Long Short - Term Memory Networks

by Le, Tri, Sung, Kuang, Thakoor, Kaveri A.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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SympCam: Remote Optical Measurement of Sympathetic Arousal

by Braun, Bjorn, McDuff, Daniel, Baltrusaitis, Tadas, Streli, Paul, Moebus, Max, Holz, Christian
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Adaptive Self-Supervised Learning of Morphological Landscape for Leukocytes Classification in Peripheral Blood Smears

by Liu, Zhuohe, Castillo, Simon P., Han, Xin, Sun, Xiaoping, Hu, Zhihong, Yuan, Yinyin
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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NetPRS: SNP Interaction Aware Network-Based Polygenic Risk Score for Alzheimer's Disease

by Park, Sunghong, Lee, Dong-gi, Kim, Juhyeon, Kim, Doyoon, Hong, Chang Hyung, Son, Sang Joon, Roh, Hyun Woong, Park, Kanghee, Kim, Dokyoon, Shin, Hyunjung, Woo, Hyun Goo
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Autism Diagnosis Using Iterative Permutation Sampling-Recursive Feature Elimination Algorithm and Deep Learning

by Shalaby, Ahmed, Dekhil, Omar, Chitta, Krishna Kanth, Lee, Hankyu, German, Dwight, Lee, Jeon
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Advancing Healthcare in Low-Resource Environments Through an Optimization and Deployment Framework for Medical Multimodal Large Language Models

by El Mir, Aya, Luoga, Lukelo Thadei, Chen, Boyuan, Hanif, Muhammad Abdullah, Shafique, Muhammad
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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SR - TGAN: Smoke Removal with Temporal Generative Adversarial Models in Robot-assisted Surgery

by Xu, Mengya, Raza, Omer, Wang, An, Ren, Hongliang
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Language Models for Fall Risk Assessment in Children With Cerebral Palsy Using Electronic Medical Records

by Tabashum, Thasina, Wang, Shou-Jen, Krzak, Joseph J., Kruger, Karen M, Graf, Adam, Chafetz, Ross S., Davids, Jon R., Bagley, Anita, Woloff, Jason, Sienko, Susan E., Bauer, Jeremy, Albert, Mark V.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Improving Interpretability of Radiology Report-based Pediatric Brain Tumor Pathology Classification and Key-phrases Extraction Using Large Language Models

by Zhao, Chen, Kudus, Kareem, Ketabi, Sara, Namdar, Khashayar, Wagner, Matthias W., Ertl-Wagner, Birgit B., Khalvati, Farzad
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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High-Throughput Phenotyping of Clinical Text Using Large Language Models

by Hier, Daniel B., Munzir, S. Ilyas, Stahlfeld, Anne, Obafemi-Ajayi, Tayo, Carrithers, Michael D.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Integrating Neuroimaging and Genetics via Contrastive Learning for Working Memory

by Suresh, Pranav Nadigapu, Kazemivash, Behnam, Jensen, Dawn M, Calhoun, Vince, Liu, Jingyu
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Generative Adversarial Learning for Semi-supervised Retinal Layer Segmentation in OCT Images

by Lin Ong, Charlene Zhi, Bakar Ali, Asad Abu, Rajapakse, Jagath C
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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Estimating Physical Activity Energy Expenditure from Video

by Kasturi, Gayatri, Shrestha, Pragya, Strath, Scott J., Kate, Rohit J.
Published in IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) (Online) (10.11.2024)

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