BHI

Publications

2023

Isabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach. BHI (2023)
Simone Toffoli, Francesca Lunardini, Carmen Galán de Isla, Simona Ferrante
AI-based Ecological Monitoring of Handwriting to Early Detect Cognitive Decline. BHI (2023)
Sicong Huang, Roozbeh Jafari, Bobak J. Mortazavi
ArterialNet: Arterial Blood Pressure Reconstruction. BHI (2023)
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder. BHI (2023)
Geonyeong Choi, Hyo Jung Cho, Soon Sun Kim, Ji Eun Han, Jae Youn Cheong, Charmgil Hong
Drug Induced Liver Injury Prediction with Injective Molecular Transformer. BHI (2023)
Seungeun Lee, Jaeyoung Lee, Moonhyun Lee, JinTak Choi, Kyungtae Kang, Younghoon Kim
Integrating Genetic Information for Early Alzheimer's Diagnosis through MRI Interpretation. BHI (2023)
Adesh Kadambi, José Zariffa
Providing Hand Use Context for Outpatient Neurorehabilitation with Egocentric Object Detection. BHI (2023)
Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
. BHI (2023)
Yan Meng, James K. Hahn
An Automatic Grading System for Neonatal Endotracheal Intubation with Multi-Task Convolutional Neural Network. BHI (2023)
Josue D. Rodriguez, Mercedes Cabrerizo, Marcos A. Bosques, Ilker Yaylali, Malek Adjouadi
An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative Assessments. BHI (2023)
Changyi Wu, Dongmin Huang, Xiaoting Tao, Kun Qiao, Hongzhou Lu, Wenjin Wang
Intelligent Stethoscope using Full Self-Attention Mechanism for Abnormal Respiratory Sound Recognition. BHI (2023)
Navid Hasanzadeh, Shahrokh Valaee, Hojjat Salehinejad
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals. BHI (2023)
Zhimeng Luo, Yuelyu Ji, Abhibha Gupta, Zhuochun Li, Adam Frisch, Daqing He
Towards Accurate and Clinically Meaningful Summarization of Electronic Health Record Notes: A Guided Approach. BHI (2023)
Linda Vorberg, Siri Pflueger, Robert Richer, Katharina M. Jaeger, Arne Küderle, Nicolas Rohleder, Bjoern M. Eskofier
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning. BHI (2023)
Ziang Tang, Zachary King, Alicia Choto Segovia, Han Yu, Gia Braddock, Asami Ito, Ryota Sakamoto, Motomu Shimaoka, Akane Sano
Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach. BHI (2023)
Nickolas Littlefield, Johannes F. Plate, Kurt R. Weiss, Ines Lohse, Avani Chhabra, Ismaeel A. Siddiqui, Zoe Menezes, George M. Mastorakos, Sakshi Mehul Thakar, Mehrnaz Abedian, Matthew F. Gong, Luke A. Carlson, Hamidreza Moradi, Soheyla Amirian, Ahmad P. Tafti
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs. BHI (2023)
Abhinaba Bhattacharjee, Sohel Anwar, Lexi Whitinger, Mary Terry Loghmani
Multimodal Sequence Classification of force-based instrumented hand manipulation motions using LSTM-RNN deep learning models. BHI (2023)
Mohammad Shams, Daniel K. Zondervan, Quentin A. Sanders
Classification of User Adherence to Home Hand Rehabilitation Technology Using a Feed-Forward Artificial Neural Network. BHI (2023)
Han Bao, Jie Deng, Shihao Xing, Yishan Zhong, Wenqi Shi, Benoit Marteau, Bibhuti Das, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang
Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation. BHI (2023)
Yiqing Liu, Farhad Rikhtegar Nezami, Elazer R. Edelman
A Framework for Automated Quantification of Calcified Coronary Artery from Intravascular Optical Coherence Tomography Images. BHI (2023)
Shaun M. Davidson, Cristian Roman, Jonathan Carter, Mirae Harford, Lionel Tarassenko
Sleep Staging Using Wearables and Deep Neural Networks. BHI (2023)
Zhuochun Li, Khushboo Thaker, Daqing He
SiaKey: A Method for Improving Few-shot Learning with Clinical Domain Information. BHI (2023)
Emmy Yang, Jake Y. Chen
Accurate Identification of Human Emotional States from Images Using Deep Learning. BHI (2023)
Joshua Putris, Aybike Aydin, Mustafa Balkanas, Ayse Elif Söylemezoglu, Nihal Serdengeçti, Tayyib Kadak, Mahmut Cem Tarakçioglu, Hakan Töreyin
A Preliminary Investigation into Quantitative Assessment of ADHD Treatment Efficacy on Hyperactivity Levels via Actigraphy. BHI (2023)
Niloufar Eghbali, Tuka Alhanai, Mohammad M. Ghassemi
Reinforcement Learning Approach to Sedation and Delirium Management in the Intensive Care Unit. BHI (2023)
Micky C. Nnamdi, Wenqi Shi, Ben Junior Tamo, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang
Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction. BHI (2023)
Yukai Huang, Dongmin Huang, Jia Wu, Hongzhou Lu, Min He, Wenjin Wang
Camera-based Plantar Perfusion Imaging for Detecting Lower Limb Arterial Blockage. BHI (2023)
Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi
Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records. BHI (2023)
Maziyar Baranpouyan, Hossein Mohammadi, Hojjat Torabi Goudarzi, Krishnaprasad Thirunarayan, Lingwei Chen
Enhancing Rare Cell Type Identification in Single-Cell Data: An Innovative Gene Filtering Approach using Bipartite Cell-Gene Relation Graph. BHI (2023)
Xiaopeng Zhao, Mehmet Aydeniz, Fengpei Yuan
. BHI (2023)
Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis
. BHI (2023)
Johanna Bräunig, Desar Mejdani, Daniel Krauss, Stefan Grießhammer, Robert Richer, Christian Schuessler, Julia Beatriz Yip, Tobias Steigleder, Christoph Ostgathe, Bjoern M. Eskofier, Martin Vossiek
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning. BHI (2023)
Ralph Saber, Bertrand Routy, Simon Turcotte, Samuel Kadoury
RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation. BHI (2023)
IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2023, Pittsburgh, PA, USA, October 15-18, 2023 BHI (2023)
Saeka Rahman, Miad Faezipourv, Guilherme Aramizo Ribeiro, Elika Ridelman, Justin D. Klein, Beth A. Angst, Christina M. Shanti, Mo Rastgaar
Attention-Based CNN Model for Burn Severity Assessment. BHI (2023)
Kuan-Hui Liu, Cheng-Yu Chiang, Hsin-Yao Wang, Yi-Ju Tseng
Temporal Phenotype Matrix Engineering for Electronic Health Records - Enhancing Coronary Artery Disease Prediction. BHI (2023)
Misha Sadeghi, Bernhard Egger, Reza Agahi, Robert Richer, Klara Capito, Lydia Helene Rupp, Lena Schindler-Gmelch, Matthias Berking, Bjoern M. Eskofier
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data. BHI (2023)
Malikeh Ehghaghi, Pei-Yuan Zhou, Wendy Yusi Cheng, Sahar Rajabi, Chih-Hao Kuo, En-Shiun Annie Lee
Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement. BHI (2023)
Asiful Arefeen, Hassan Ghasemzadeh
GlySim: Modeling and Simulating Glycemic Response for Behavioral Lifestyle Interventions. BHI (2023)
Vasileios C. Pezoulas, Georg Ehret, Jos A. Bosch, Dimitrios I. Fotiadis, Antonis I. Sakellarios
Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression. BHI (2023)
Sultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, Hugo F. Posada-Quintero
Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorder. BHI (2023)
Hojjat Karami, Anisoara Ionescu, David Atienza
Point-process-based Representation Learning for Electronic Health Records. BHI (2023)
Mamata Shrestha, Nian Wang, Ukash Nakarmi
On Training Model Bias of Deep Learning based Super-resolution Frameworks for Magnetic Resonance Imaging. BHI (2023)
Mohammad Nikbakht, David Jimmy Lin, Omer T. Inan
Learning Seismocardiogram Beat Denoising Without Clean Data. BHI (2023)
Tejaswi Samrat Dasari, Pratima Satish, Laetitia Kayitesi, Mary Mbuvi, Russell Dias, Fabiola Ishimwe Ngamije, Joseph Kwesiga, Robert On, Diane Myung-kyung Woodbridge
Transforming Adolescent Healthcare in Rwanda: Sustainable and Scalable Features in Digital Health. BHI (2023)
Maria Pedroso, Miguel L. Martins, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna
Fractal Bilinear Deep Neural Network Models for Gastric Intestinal Metaplasia Detection. BHI (2023)
Linda Greta Dui, Chiara Piazzalunga, Simone Toffoli, Stefania Fontolan, Sandro Franceschini, Marisa Bortolozzo, Nunzio Alberto Borghese, Cristiano Termine, Simona Ferrante
Serious games for a technology-enhanced early screening of handwriting difficulties. BHI (2023)
Badhan Mazumder, Deepan Krishna Tripathy, Keith Owen Yeates, Miriam H. Beauchamp, William Craig, Quynh Doan, Stephen B. Freedman, Catherine Lebel, Roger Zemek, Ashley L. Ware, Dong Hye Ye
Multimodal Deep Learning for Pediatric Mild Traumatic Brain Injury Detection. BHI (2023)
Jayati H. Jui, Milos Hauskrecht
Uncovering the Effects of Genes, Proteins, and Medications on Functions of Wound Healing: A Dependency Rule-Based Text Mining Approach Leveraging GPT-4 based Evaluation. BHI (2023)
Marc-Adrien Hostin, Shahram Attarian, David Bendahan, Marc-Emmanuel Bellemare
ConText-GAN: using contextual texture information for realistic and controllable medical image synthesis. BHI (2023)