Table of Contents

• Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market SurveillanceYijun Ren, Enrico Gianluca Caiani. 1-4 [doi]
• Camera-based Plantar Perfusion Imaging for Detecting Lower Limb Arterial BlockageYukai Huang, Dongmin Huang, Jia Wu, Hongzhou Lu, Min He, Wenjin Wang 0002. 1-4 [doi]
• Accurate Detection of 3D Choroidal Vasculature Using Swept-Source OCT Volumetric Scans Based on Phansalkar ThresholdingMohammed Nasar Ibrahim, Sandeep Chandra Bollepalli, Amrish Selvam, V. Sant, S. Harihar, José-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboina. 1-4 [doi]
• On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification ApproachIsabella Poles, Eleonora D'Arnese, Federica Buccino, Laura Maria Vergani, Marco D. Santambrogio. 1-4 [doi]
• *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. 1-4 [doi]
• Host-directed vibroacoustic biosignature of viral respiratory infectionAndreas Schuh, Michael Morimoto, Piotr Kaszuba, Kevin Hammond, Jerry Swan, Krzysztof Krawiec, Nl Shasha Jumbe. 1-4 [doi]
• Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes PredictionMicky C. Nnamdi, Wenqi Shi, Ben Junior Tamo, Henry J. Iwinski, J. Michael Wattenbarger, May D. Wang. 1-4 [doi]
• RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputationRalph Saber, Bertrand Routy, Simon Turcotte, Samuel Kadoury. 1-4 [doi]
• Hypertension Detection From High-Dimensional Representation of Photoplethysmogram SignalsNavid Hasanzadeh, Shahrokh Valaee, Hojjat Salehinejad. 1-4 [doi]
• *Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney. 1-4 [doi]
• Uncertainty Estimation in Deep Bayesian Survival ModelsChristian Marius Lillelund, Martin Magris, Christian Fischer Pedersen. 1-4 [doi]
• Spectral analysis of Electroretinography to differentiate autism spectrum disorder and attention deficit hyperactivity disorderSultan Mohammad Manjur, Md Billal Hossain, Paul A. Constable, Dorothy A. Thompson, Fernando Marmolejo-Ramos, Irene O. Lee, Hugo F. Posada-Quintero. 1-4 [doi]
• Multimodal Deep Learning for Pediatric Mild Traumatic Brain Injury DetectionBadhan 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. 1-4 [doi]
• Attention-Based CNN Model for Burn Severity AssessmentSaeka Rahman, Miad Faezipourv, Guilherme Aramizo Ribeiro, Elika Ridelman, Justin D. Klein, Beth A. Angst, Christina M. Shanti, Mo Rastgaar. 1-4 [doi]
• Multimodal Sequence Classification of force-based instrumented hand manipulation motions using LSTM-RNN deep learning modelsAbhinaba Bhattacharjee, Sohel Anwar, Lexi Whitinger, Mary Terry Loghmani. 1-6 [doi]
• Intelligent Stethoscope using Full Self-Attention Mechanism for Abnormal Respiratory Sound RecognitionChangyi Wu, Dongmin Huang, Xiaoting Tao, Kun Qiao, Hongzhou Lu, Wenjin Wang. 1-4 [doi]
• Towards Accurate and Clinically Meaningful Summarization of Electronic Health Record Notes: A Guided ApproachZhimeng Luo, Yuelyu Ji, Abhibha Gupta, Zhuochun Li, Adam Frisch, Daqing He. 1-5 [doi]
• Drug Induced Liver Injury Prediction with Injective Molecular TransformerGeonyeong Choi, Hyo Jung Cho, Soon Sun Kim, Ji-Eun Han, Jae Youn Cheong, Charmgil Hong. 1-4 [doi]
• *Andria Nicolaou, Marios Pantziaris, Christos P. Loizou, Antonis C. Kakas, Constantinos S. Pattichis. 1-4 [doi]
• Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep LearningJohanna Bräunig, Desar Mejdani, Daniel Krauss, Stefan Grießhammer, Robert Richer, Christian Schuessler, Julia Beatriz Yip, Tobias Steigleder, Christoph Ostgathe, Bjoern M. Eskofier, Martin Vossiek. 1-4 [doi]
• The Power of ANN-Random Forest Algorithm in Human Activities Recognition Using IMU DataNafiseh Ghaffar Nia, Amin Amiri, Ahad Nasab, Erkan Kaplanoglu, Yu Liang. 1-7 [doi]
• A Preliminary Investigation into Quantitative Assessment of ADHD Treatment Efficacy on Hyperactivity Levels via ActigraphyJoshua Putris, Aybike Aydin, Mustafa Balkanas, Ayse Elif Söylemezoglu, Nihal Serdengeçti, Tayyib Kadak, Mahmut Cem Tarakçioglu, Hakan Töreyin. 1-4 [doi]
• Wearables for continuous patient monitoring on COVID-19 isolation wardsCristian Roman, Sarah Vollam, Peter J. Watkinson, Lionel Tarassenko. 1-4 [doi]
• Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited DataM. Mahbubur Rahman, Dario Martelli, Sevgi Zubeyde Gurbuz. 1-4 [doi]
• Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie EstimationLida Zhang, Sicong Huang, Anurag Das, Edmund Do, Namino Glantz, Wendy Bevier, Rony Santiago, David Kerr, Ricardo Gutierrez-Osuna, Bobak J. Mortazavi. 1-4 [doi]
• Fractal Bilinear Deep Neural Network Models for Gastric Intestinal Metaplasia DetectionMaria Pedroso, Miguel L. Martins, Diogo Libânio, Mário Dinis-Ribeiro, Miguel T. Coimbra, Francesco Renna. 1-5 [doi]
• An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative AssessmentsJosue D. Rodriguez, Mercedes Cabrerizo, Marcos A. Bosques, Ilker Yaylali, Malek Adjouadi. 1-4 [doi]
• Integrating Genetic Information for Early Alzheimer's Diagnosis through MRI InterpretationSeungeun Lee, Jaeyoung Lee, Moonhyun Lee, JinTak Choi, Kyungtae Kang, Younghoon Kim. 1-6 [doi]
• On Training Model Bias of Deep Learning based Super-resolution Frameworks for Magnetic Resonance ImagingMamata Shrestha, Nian Wang, Ukash Nakarmi. 1-5 [doi]
• AI-based Ecological Monitoring of Handwriting to Early Detect Cognitive DeclineSimone Toffoli, Francesca Lunardini, Carmen Galán de Isla, Simona Ferrante. 1-4 [doi]
• Automated Seizure Detection using Transformer Models on Multi-Channel EEGsYuanda Zhu, May D. Wang. 1-6 [doi]
• Uncovering the Effects of Genes, Proteins, and Medications on Functions of Wound Healing: A Dependency Rule-Based Text Mining Approach Leveraging GPT-4 based EvaluationJayati H. Jui, Milos Hauskrecht. 1-4 [doi]
• Multimodal Fusion of Functional and Structural Data to Recognize Longitudinal Change Patterns in the Adolescent BrainRekha Saha, Debbrata K. Saha, Zening Fu, Rogers F. Silva, Vince D. Calhoun. 1-5 [doi]
• Robust Nonlinear State Space Model Identification for Hemorrhage ResuscitationElham Estiri, Hossein Mirinejad. 1-4 [doi]
• Classification of User Adherence to Home Hand Rehabilitation Technology Using a Feed-Forward Artificial Neural NetworkMohammad Shams, Daniel K. Zondervan, Quentin A. Sanders. 1-4 [doi]
• Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation ApproachZiang Tang, Zachary King, Alicia Choto Segovia, Han Yu, Gia Braddock, Asami Ito, Ryota Sakamoto, Motomu Shimaoka, Akane Sano. 1-4 [doi]
• Image-based Live Tracking and Registration for AR-Guided Liver Surgery Using Hololens2: A Phantom StudySerouj Khajarian, Stefanie Remmele, Oliver Amft. 1-4 [doi]
• *Xiaopeng Zhao, Mehmet Aydeniz, Fengpei Yuan. 1-4 [doi]
• SiaKey: A Method for Improving Few-shot Learning with Clinical Domain InformationZhuochun Li, Khushboo Thaker, Daqing He. 1-4 [doi]
• Learning Unbiased Image Segmentation: A Case Study with Plain Knee RadiographsNickolas 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. 1-5 [doi]
• Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health RecordsMiguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Azra Bihorac, Parisa Rashidi. 1-5 [doi]
• Transforming Adolescent Healthcare in Rwanda: Sustainable and Scalable Features in Digital HealthTejaswi Samrat Dasari, Pratima Satish, Laetitia Kayitesi, Mary Mbuvi, Russell Dias, Fabiola Ishimwe Ngamije, Joseph Kwesiga, Robert On, Diane Myung-kyung Woodbridge. 1-4 [doi]
• Towards Multi-Functional ECG Smart System Based on a Client-Edge-Cloud ArchitectureRajdeep Kumar Nath, Jaakko Tervonen, Johanna Närväinen, Kati Pettersson, Jani Mäntyjärvi. 1-4 [doi]
• Accurate Identification of Human Emotional States from Images Using Deep LearningEmmy Yang, Jake Y. Chen. 1-4 [doi]
• Interpretable Disease Prediction from Clinical Text by Leveraging Pattern DisentanglementMalikeh Ehghaghi, Pei-Yuan Zhou, Wendy Yusi Cheng, Sahar Rajabi, Chih-Hao Kuo, En-Shiun Annie Lee. 1-7 [doi]
• Providing Hand Use Context for Outpatient Neurorehabilitation with Egocentric Object DetectionAdesh Kadambi, José Zariffa. 1-4 [doi]
• A Graph Machine Learning approach to Automatic Dementia DetectionEdoardo Stoppa, Guido Walter Di Donato, Isabella Poles, Eleonora D'Arnese, Natalie Parde, Marco Domenico Santambrogio. 1-4 [doi]
• Empowering Wearable Seizure Forecasting with Scheduled SamplingPeikun Guo, Han Yu, Sruthi Gopinath Karicheri, Allen Kuncheria, Huiyuan Yang, Siena Blackwell, Zulfi Haneef, Akane Sano. 1-4 [doi]
• VoStress - Voice-based Detection of Acute Psychosocial StressMarie Oesten, Robert Richer, Luca Abel, Nicolas Rohleder, Bjoern M. Eskofier. 1-4 [doi]
• Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depressionVasileios C. Pezoulas, Georg Ehret, Jos A. Bosch, Dimitrios I. Fotiadis, Antonis I. Sakellarios. 1-4 [doi]
• Learning Seismocardiogram Beat Denoising Without Clean DataMohammad Nikbakht, David Jimmy Lin, Omer T. Inan. 1-4 [doi]
• GlySim: Modeling and Simulating Glycemic Response for Behavioral Lifestyle InterventionsAsiful Arefeen, Hassan Ghasemzadeh 0001. 1-5 [doi]
• BrainTalker: Low-Resource Brain-to-Speech Synthesis with Transfer Learning using Wav2Vec 2.0Miseul Kim, Zhenyu Piao, Jihyun Lee, Hong-Goo Kang. 1-5 [doi]
• Classification of Movement Disorders Using Video Recordings of Gait with Attention-based Graph Convolutional NetworksWei Tang 0014, Peter M. A. van Ooijen, Deborah A. Sival, Natasha M. Maurits. 1-4 [doi]
• Serious games for a technology-enhanced early screening of handwriting difficultiesLinda Greta Dui, Chiara Piazzalunga, Simone Toffoli, Stefania Fontolan, Sandro Franceschini, Marisa Bortolozzo, Nunzio Alberto Borghese, Cristiano Termine, Simona Ferrante. 1-4 [doi]
• Temporal Phenotype Matrix Engineering for Electronic Health Records - Enhancing Coronary Artery Disease PredictionKuan-Hui Liu, Cheng-Yu Chiang, Hsin-Yao Wang, Yi-Ju Tseng. 1-4 [doi]
• Point-process-based Representation Learning for Electronic Health RecordsHojjat Karami, Anisoara Ionescu, David Atienza. 1-4 [doi]
• Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine LearningLinda Vorberg, Siri Pflueger, Robert Richer, Katharina M. Jaeger, Arne Küderle, Nicolas Rohleder, Bjoern M. Eskofier. 1-4 [doi]
• Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image AugmentationHan Bao, Jie Deng, Shihao Xing, Yishan Zhong, Wenqi Shi, Benoit Marteau, Bibhuti Das 0002, Bahig M. Shehata, Shriprasad R. Deshpande, May D. Wang. 1-4 [doi]
• Enhancing Rare Cell Type Identification in Single-Cell Data: An Innovative Gene Filtering Approach using Bipartite Cell-Gene Relation GraphMaziyar Baranpouyan, Hossein Mohammadi, Hojjat Torabi Goudarzi, Krishnaprasad Thirunarayan, Lingwei Chen. 1-5 [doi]
• Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text DataMisha Sadeghi, Bernhard Egger, Reza Agahi, Robert Richer, Klara Capito, Lydia Helene Rupp, Lena Schindler-Gmelch, Matthias Berking 0002, Bjoern M. Eskofier. 1-5 [doi]
• ArterialNet: Arterial Blood Pressure ReconstructionSicong Huang, Roozbeh Jafari, Bobak J. Mortazavi. 1-4 [doi]
• Dynamic Brain Transformer with Multi-Level Attention for Functional Brain Network AnalysisXuan Kan, Antonio Aodong Chen Gu, Hejie Cui, Ying Guo, Carl J. Yang. 1-4 [doi]
• ConText-GAN: using contextual texture information for realistic and controllable medical image synthesisMarc-Adrien Hostin, Shahram Attarian, David Bendahan, Marc-Emmanuel Bellemare. 1-4 [doi]
• Sleep Staging Using Wearables and Deep Neural NetworksShaun M. Davidson, Cristian Roman, Jonathan Carter, Mirae Harford, Lionel Tarassenko. 1-4 [doi]
• An Automatic Grading System for Neonatal Endotracheal Intubation with Multi-Task Convolutional Neural NetworkYan Meng, James K. Hahn. 1-4 [doi]
• A Framework for Automated Quantification of Calcified Coronary Artery from Intravascular Optical Coherence Tomography ImagesYiqing Liu, Farhad Rikhtegar Nezami, Elazer R. Edelman. 1-4 [doi]
• Reinforcement Learning Approach to Sedation and Delirium Management in the Intensive Care UnitNiloufar Eghbali, Tuka Alhanai, Mohammad M. Ghassemi. 1-5 [doi]
• Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use DisorderAbdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts. 1-4 [doi]