Point-process based representation learning for Electronic Health Records
Hojjat Karami; Ani Ionescu; David Atienza
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[bibtex]
BrainTalker: Low-Resource Brain-to-Speech Synthesis with Transfer Learning using Wav2Vec 2.0
Miseul Kim; Zhenyu Piao; Jihyun Lee; Hong-Goo Kang
[pdf]
[bibtex]
Learning Seismocardiogram Beat Denoising Without Clean Data
Mohammad Nikbakht; David Lin; Omer T Inan
[pdf]
[bibtex]
ArterialNet: Arterial Blood Pressure Reconstruction
Sicong Huang; Roozbeh Jafari; Bobak Jack Mortazavi
[pdf]
[bibtex]
An Automatic Grading System for Neonatal Endotracheal Intubation with Multi-Task Convolutional Neural Network
Yan Meng; James K Hahn
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[bibtex]
A Framework for Automated Quantification of Calcified Coronary Artery from Intravascular Optical Coherence Tomography Images
Yiqing Liu; Farhad Nezami; Elazer Edelman
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[bibtex]
Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie Estimation
Lida Zhang; Sicong Huang; Anurag Das; Edmund Do; Namino Glantz; Wendy Bevier; Rony Santiago; David Kerr; Ricardo Gutierrez-Osuna; Bobak Jack Mortazavi
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[bibtex]
The Power of ANN-Random Forest Algorithm in Human Activities Recognition with IMU Data
Nafiseh Ghaffar Nia; Amin Amiri; Ahad Nasab; Erkan Kaplanoglu; Yu Liang
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[bibtex]
Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data
Misha Sadeghi; Bernhard Egger; Reza Agahi; Robert Richer; Klara Capito; Lydia Helene Rupp; Lena Schindler-Gmelch; Matthias Berking; Bjoern M Eskofier
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[bibtex]
Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning
Johanna Braeunig; Desar Mejdani; Daniel Krauss; Stefan Griesshammer; Robert Richer; Christian Schuessler; Julia Yip; Tobias Steigleder; Christoph Ostgathe; Bjoern M Eskofier; Martin Vossiek
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[bibtex]
Fractal Bilinear Deep Neural Network Models for Gastric Intestinal Metaplasia Detection
Maria P Silva; Miguel L. Martins; Diogo Libanio; Mário Dinis-Ribeiro; Miguel Coimbra; Francesco Renna
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[bibtex]
Providing Hand Use Context for Outpatient Neurorehabilitation with Egocentric Object Detection
Adesh Kadambi; Jose Zariffa
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[bibtex]
Enhancing Rare Cell Type Identification in Single-Cell Data: An Innovative Gene Filtering Approach using Bipartite Cell-Gene Relation Graph
Maziyar Baran pouyan; Krishnaprasad Thirunarayan; Lingwei Chen; Hossein Mohammadi; Hojjat Torabi Goudarzi
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[bibtex]
Uncertainty Estimation in Deep Bayesian Survival Models
Christian Marius Lillelund; Martin Magris; Christian Fischer Pedersen
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[bibtex]
Multimodal Deep Learning for Pediatric Mild Traumatic Brain Injury Detection
Badhan Mazumder; Deepan Tripathy; Keith Yeates; Miriam Beauchamp; William Craig; Quynh Doan; Stephen Freedman; Catherine Lebel; Roger Zemek; Ashley Ware; Dong Hye Ye
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[bibtex]
Integrating Genetic Information for Alzheimer's Diagnosis through MRI Interpretation
Seungeun Lee; Jaeyoung Lee; Moonhyun Lee; Jintak Choi; Younghoon Kim; Kyungtae Kang
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[bibtex]
A Graph Machine Learning approach to Automatic Dementia Detection
Edoardo Stoppa; Guido Walter Di Donato; Isabella Poles; Eleonora D'Arnese; Natalie Parde; Marco D Santambrogio
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[bibtex]
Prediction of Stress Coping Capabilities from Nightly Heart Rate Patterns using Machine Learning
Linda Vorberg; Siri Pflueger; Robert Richer; Katharina M Jaeger; Arne Küderle; Nicolas Rohleder; Bjoern M Eskofier
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[bibtex]
On How to Unravel Bone Microscale Phenomena: A Mask-Guided Attention SR-microCT Image Classification Approach
Isabella Poles; Eleonora D'Arnese; Federica Buccino; Laura M Vergani; Marco D Santambrogio
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[bibtex]
A Preliminary Investigation into Quantitative Assessment of ADHD Treatment Efficacy on Hyperactivity Levels via Actigraphy
Joshua Putris; Aybike Aydın; Mustafa Balkanas; Ayşe Söylemezoğlu; Nihal Serdengeçti; Tayyib Kadak; Mahmut Cem Tarakçıoğlu; Hakan Töreyin
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[bibtex]
Spectral Analysis of Electroretinography to Differentiate Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder
Sultan M Manjur; Md Billal Hossain; Paul Constable; Dorothy Thompson; Fernando Marmolejo-Ramos; Irene Lee; Hugo Posada-Quintero
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[bibtex]
Attention-Based CNN Model for Burn Severity Assessment
Saeka Rahman; Miad Faezipour; Guilherme Aramizo Ribeiro; Elika Ridelman; Justin D. Klein; Beth A. Angst; Christina M. Shanti; Mo Rastgaar
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[bibtex]
SiaKey: A Method for Improving Few-shot Learning with Clinical Domain Information
Zhuochun Li; Khushboo Thaker; Daqing He
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Camera-based Plantar Perfusion Imaging for Detecting Lower Limb Arterial Blockage
Yukai Huang; Dongmin Huang; Jia Wu; Hongzhou Lu; Min He; Wenjin Wang
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[bibtex]
Concept Bottleneck Model for Adolescent Idiopathic Scoliosis Patient Reported Outcomes Prediction
Micky C Nnamdi; Wenqi Shi; Junior Ben Tamo; Henry J Iwinski; Michael J Wattenbarger; May Dongmei Wang
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[bibtex]
GlySim: Modeling and Simulating Glycemic Response for Behavioral Lifestyle Interventions
Asiful Arefeen; Hassan Ghasemzadeh
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Predicting Quality of Life for Breast Cancer Patients
Christos Raspoptsis; Eugenia Mylona; Konstadina Kourou; Georgios C. Manikis; Haridimos Kondylakis; Kostas Marias; Paula Poikonen-Saksela; Panagiotis Simos; Evangelos Karademas; Ketti Mazzocco; Ruth Pat-Horenczyk; Berta Sousa; Dimitris Fotiadis
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Distilling knowledge from high quality biobank data towards the discovery of risk factors for patients with cardiovascular diseases and depression
Vasileios C. Pezoulas; Georg Ehret; Jos Bosch; Dimitris Fotiadis; Antonis Sakellarios
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[bibtex]
Classification of Movement Disorders Using Video Recordings of Gait with Attention-based Graph Convolutional Networks
Wei Tang; Peter M.A. van Ooijen; Deborah A. Sival; Natasha Maurits
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[bibtex]
Intelligent Stethoscope using Full Self-Attention Mechanism for Abnormal Respiratory Sound Recognition
Changyi Wu; Dongmin Huang; Xiaoting Tao; Kun Qiao; Hongzhou Lu; Wenjin Wang
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[bibtex]
VoStress - Voice-based Detection of Acute Psychosocial Stress
Marie Oesten; Robert Richer; Luca Abel; Nicolas Rohleder; Bjoern M Eskofier
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Exploring Opportunities and Challenges of AI-incorporated Biomedical Informatics Education: A Qualitative Study
Xiaopeng Zhao; Mehmet Aydeniz; Fengpei Yuan
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Image-based Real-Time Tracking and Registration for AR-Guided Liver Surgery Using Hololens2: A Phantom Study
Serouj Khajarian; Stefanie Remmele; Oliver Amft
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[bibtex]
On Training Model Bias of Deep Learning based Super-resolution Frameworks for Magnetic Resonance Imaging
Mamata Shrestha; Ukash Nakarmi; Nian Wang
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[bibtex]
Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records
Miguel Contreras; Brandon M Silva; Benjamin Shickel; Sabyasachi Bandyopadhyay; Ziyuan Guan; Yuanfang Ren; Tezcan Ozrazgat Baslanti; Kia Khezeli; Azra Bihorac; Parisa Rashidi
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[bibtex]
Accounting for Nulliparity in the Prediction of Hypoxic-Ischemic Encephalopathy Using Cardiotocography
Johann Vargas-Calixto; Yvonne W. Wu; Michael Kuzniewicz; Marie-Coralie Cornet; Heather Forquer; Lawrence Gerstley; Emily Hamilton; Philip Warrick; Robert E. Kearney
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[bibtex]
Development of a Framework Dealing with Partial Data Unavailability and Unstructuredness to Support Post-Market Surveillance
Yijun Ren; Enrico G Caiani
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[bibtex]
Serious games for a technology-enhanced early screening of handwriting difficulties
Linda G. Dui; Chiara Piazzalunga; Simone Toffoli; Stefania Fontolan; Sandro Franceschini; Marisa Bortolozzo; Nunzio Alberto Borghese; Cristiano Termine; Simona Ferrante
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[bibtex]
AI-based Ecological Monitoring of Handwriting to Early Detect Cognitive Decline
Simone Toffoli; Francesca Lunardini; Carmen Galán de Isla; Simona Ferrante
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[bibtex]
An Explainable AI model in the assessment of Multiple Sclerosis using clinical data and Brain MRI lesion texture features
Andria Nicolaou; Marios Pantzaris; Christos P Loizou; Antonis Kakas; Costantinos S. Pattichis
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[bibtex]
Wearables for continuous patient monitoring on COVID-19 isolation wards
Cristian Roman; Sarah Vollam; Peter Watkinson; Lionel Tarassenko
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[bibtex]
Sleep Staging Using Wearables and Deep Neural Networks
Shaun Davidson; Cristian Roman; Jonathan Carter; Mirae Harford; Lionel Tarassenko
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[bibtex]
Radar-Based Human Skeleton Estimation with CNN-LSTM Network Trained with Limited Data
Mohammad Mahbubur Rahman; Dario Martelli; Sevgi Z Gurbuz
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[bibtex]
Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals
Navid Hasanzadeh; Shahrokh Valaee; Hojjat Salehinejad
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[bibtex]
Uncovering the Effects of Genes, Proteins, and Medications on Functions of Wound Healing: A Dependency Rule-Based Text Mining Approach Leveraging GPT-4
Jayati Halder Jui; Milos Hauskrecht
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[bibtex]
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs
Ahmad P. Tafti; Nickolas Littlefield; Johannes F. Plate; Kurt R. Weiss; Ines Lohse; Avani Chhabra; Ismaeel A. Siddiqui; Zoe Menezes; George Mastorakos; Sakshi Mehul Thakar; Mehrnaz Abedian; Matthew F. Gong; Luke A. Carlson; Hamidreza Moradi; Soheyla Amirian
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Towards Accurate and Clinically Meaningful Summarization of Electronic Health Record Notes: A Guided Approach
Zhimeng Luo; Yuelyu Ji; Abhibha Gupta; Zhuochun Li; Adam Frisch; Daqing He
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[bibtex]
Empowering Wearable Seizure Forecasting with Scheduled Sampling
Peikun Guo; Han Yu; Sruthi Gopinath Karicheri; Allen Kuncheria; Huiyuan Yang; Siena Blackwell; Zulfi Haneef; Akane Sano
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[bibtex]
Robust Nonlinear State Space Model Identification for Hemorrhage Resuscitation
Elham Estiri; Hossein Mirinejad
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[bibtex]
RNA sequencing-based histological subtyping of non-small cell lung cancer with generative adversarial data imputation
Ralph Saber; Bertrand Routy; Simon Turcotte; Samuel Kadoury
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[bibtex]
Multimodal Sequence Classification of force-based instrumented hand manipulation motions using LSTM-RNN deep learning models
Abhinaba Bhattacharjee; Terry Loghmani; Sohel Anwar; Lexi Whitinger
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[bibtex]
Temporal Phenotype Matrix Engineering for Electronic Health Records - Enhancing Coronary Artery Disease Prediction
Kuan-Hui Liu; Cheng-Yu Chiang; Hsin-Yao Wang; Yi-Ju Tseng
[pdf]
[bibtex]
Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement
Malikeh Ehghaghi; Pei-Yuan Zhou; Wendy Yusi Cheng; Sahar Rajabi; Chih-Hao Kuo; En-Shiun Annie Lee
[pdf]
[bibtex]
Drug induced Liver Injury Prediction with Injective Molecular Transformer
Geonyeong Choi; Hyo Jung Cho; Soon Sun Kim; Ji Eun Han; Jaeyoun Cheong; Charmgil Hong
[pdf]
[bibtex]
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder
Abdulrahman Ahmed; M. Amin Rahimian; Mark S. Roberts
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[bibtex]
Accurate Detection of 3D Choroidal Vasculature Using Swept-Source OCT Volumetric Scans Based on Phansalkar Thresholding
Mohammed Nasar Ibrahim; Sandeep Chandra Bollepalli; Amrish Selvam; Vinisha Sant; Sanjana Harihar; Jose Alain Sahel; Jay Chhablani; Kiran Kumar Vupparaboina
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[bibtex]
Classification of User Adherence to Home Hand Rehabilitation Technology Using a Feed-Forward Artificial Neural Network
Mohammad Shams; Daniel K Zondervan; Quentin Sanders
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[bibtex]
Transforming Adolescent Healthcare in Rwanda: Sustainable and Scalable Features in Digital Health
Diane Myung-kyung Woodbridge; Tejaswi Samrat Dasari; Pratima Satish; Laetitia Kayitesi; Mary Mbuvi; Fabiola Ishimwe Ngamije; Joseph Kwesiga; Robert On; Russell Dias
[pdf]
[bibtex]
Dynamic Brain Transformer with Multi-level Attention for Brain Network Analysis
Xuan Kan; Antonio Aodong Chen Gu; Hejie Cui; Ying Guo; Carl Yang
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[bibtex]
Burnout Prediction and Analysis in Shift Workers: Counterfactual Explanation Approach
Ziang Tang; Zachary King; Alicia Choto Segovia; Han Yu; Gia Braddock; Asami Ito; Ryota Sakamoto; Motomu Shimaoka; Akane Sano
[pdf]
[bibtex]
ConText-GAN: using contextual texture information for realistic and controllable medical image synthesis
Marc-Adrien Hostin; Shahram Attarian; David Bendahan; Marc-Emmanuel Bellemare
[pdf]
[bibtex]
Automated Seizure Detection using Transformer Models on Multi-Channel EEGs
Yuanda Zhu; May Dongmei Wang
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[bibtex]
Multimodal Fusion of Functional and Structural Data to Recognize Longitudinal Change Patterns in the Adolescent Brain
Rekha Saha; Debbrata K. Saha; Zening Fu; Rogers F Silva; Vince Calhoun
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[bibtex]
An Integrated Approach for Focal Cortical Dysplasia Lesion Validation on Preoperative Assessments
Josue D. Rodriguez; Mercedes Cabrerizo; Marcos A. Bosques; Ilker Yaylali; Malek Adjouadi
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[bibtex]
Rare Heart Transplant Rejection Classification Using Diffusion-Based Synthetic Image Augmentation
Han Bao; Jie Deng; Shihao Xing; Yishan Zhong; Wenqi Shi; Benoit Marteau; Bibhuti Das; Bahig Shehata; Shriprasad Deshpande; May Dongmei Wang
[pdf]
[bibtex]
Reinforcement Learning Approach to Sedation and Delirium Management in the Intensive Care Unit
Niloufar Eghbali Zarch; Tuke Alhanai; Mohammad Mahdi Ghassemi
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[bibtex]
Accurate Identification of Human Emotional States from Images Using Deep Learning
Emmy Yang; Jake Y Chen
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[bibtex]
Host-directed vibroacoustic biosignature of viral respiratory infection
Andreas Schuh; Michael Morimoto; Piotr Kaszuba; Kevin Hammond; Jerry Swan; Krzysztof Krawiec; Nelson L Jumbe
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[bibtex]
Towards Multi-Functional ECG Smart System based on a Client-Edge-Cloud Architecture
Rajdeep Kumar Nath; Jaakko Tervonen; Johanna Närväinen; Kati Pettersson; Jani Mäntyjärvi
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[bibtex]