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ACM Transactions on Computing for Healthcare, Volume 3
Volume 3, Number 1, January 2022
- Murthy V. Devarakonda, Ellen M. Voorhees:
Introduction to the Special Issue on Computational Methods for Biomedical NLP. 1:1-1:2 - Yu Gu
, Robert Tinn, Hao Cheng, Michael Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing. 2:1-2:23 - Pietro Crovari
GeCoAgent: A Conversational Agent for Empowering Genomic Data Extraction and Analysis. 3:1-3:29 - Giorgio Grani
Supporting Personalized Health Care With Social Media Analytics: An Application to Hypothyroidism. 4:1-4:28 - Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed:
Differentially Private Medical Texts Generation Using Generative Neural Networks. 5:1-5:27 - Kahyun Lee, Mehmet Kayaalp
A Context-Enhanced De-identification System. 6:1-6:14 - Amara Tariq, Marly van Assen, Carlo Nicola De Cecco
Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography. 7:1-7:20
- Flavio Bertini
Automatic Speech Classifier for Mild Cognitive Impairment and Early Dementia. 8:1-8:11 - Parshin Shojaee, Xiaoyu Chen, Ran Jin:
Adaptively Weighted Top-N Recommendation for Organ Matching. 9:1-9:29 - Divya Jyothi Gaddipati, Jayanthi Sivaswamy:
Glaucoma Assessment from Fundus Images with Fundus to OCT Feature Space Mapping. 10:1-10:15 - Bradley Feiger, Erick Lorenzana-Saldivar, Colin L. V. Cooke, Roarke Horstmeyer
Evaluation of U-Net Based Architectures for Automatic Aortic Dissection Segmentation. 11:1-11:16 - Haoran Ding
Attention-based Unsupervised Keyphrase Extraction and Phrase Graph for COVID-19 Medical Literature Retrieval. 12:1-12:16
- Narjes Shojaati, Nathaniel D. Osgood
Dynamic Computational Models and Simulations of the Opioid Crisis: A Comprehensive Survey. 13:1-13:25
Volume 3, Number 2, April 2022
- Djordje Slijepcevic, Fabian Horst
Explaining Machine Learning Models for Clinical Gait Analysis. 14:1-14:27 - Ye Gao, Asif Salekin, Kristina Gordon, Karen Rose, Hongning Wang, John A. Stankovic:
Emotion Recognition Robust to Indoor Environmental Distortions and Non-targeted Emotions Using Out-of-distribution Detection. 15:1-15:22 - Md Juber Rahman, Bashir I. Morshed:
A Minimalist Method Toward Severity Assessment and Progression Monitoring of Obstructive Sleep Apnea on the Edge. 16:1-16:16 - Besat Kassaie
Computer-Assisted Cohort Identification in Practice. 17:1-17:28 - Junqian Zhang, Yingming Sun, Hongen Liao
Automatic Parotid Gland Segmentation in MVCT Using Deep Convolutional Neural Networks. 18:1-18:15 - Alessio Burrello
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. 19:1-19:25 - Devender Kumar
mCardia: A Context-Aware ECG Collection System for Ambulatory Arrhythmia Screening. 20:1-20:28 - Cong Shen, Zhaozhi Qian, Alihan Hüyük, Mihaela van der Schaar:
MARS: Assisting Human with Information Processing Tasks Using Machine Learning. 21:1-21:19
- Yu Fu, Yan Hu, Veronica Sundstedt:
A Systematic Literature Review of Virtual, Augmented, and Mixed Reality Game Applications in Healthcare. 22:1-22:27 - Maryam Pourebadi, Laurel D. Riek:
Facial Expression Modeling and Synthesis for Patient Simulator Systems: Past, Present, and Future. 23:1-23:32 - Zawar Hussain, Quan Z. Sheng
Non-invasive Techniques for Monitoring Different Aspects of Sleep: A Comprehensive Review. 24:1-24:26 - Jermaine Marshall, Priscilla Jiménez-Pazmino
A Survey on Healthy Food Decision Influences Through Technological Innovations. 25:1-25:27
Volume 3, Number 3, July 2022
- Paul Bogdan, Radu Grosu, Insup Lee:
Introduction to the Special Issue on Internet-of-Medical-Things. 26e:1 - Ting-Wei Sun, Danish Ali, Ayeu (Andy) Wu:
Compressed-Domain ECG-based Biometric User Identification Using Task-Driven Dictionary Learning. 26:1-26:15 - Jiaqing Luo
Pervasive Pose Estimation for Fall Detection. 27:1-27:23
- Pablo Báez, Felipe Bravo-Marquez, Jocelyn Dunstan
Automatic Extraction of Nested Entities in Clinical Referrals in Spanish. 28:1-28:22 - Seemandhar Jain, Prarthi Jain, Prabhat K. Upadhyay, Jules Merlin Mouatcho Moualeu, Abhishek Srivastava
An Energy Efficient Health Monitoring Approach with Wireless Body Area Networks. 29:1-29:22 - Georgios Katsimpras
Improving Early Prognosis of Dementia Using Machine Learning Methods. 30:1-30:16 - Sagnik Ghosal
iNAP: A Hybrid Approach for NonInvasive Anemia-Polycythemia Detection in the IoMT. 31:1-31:28 - Mehak Gupta
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements. 32:1-32:19 - Diane J. Cook
Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention. 33:1-33:18 - Jonathon Fagert
Clean Vibes: Hand Washing Monitoring Using Structural Vibration Sensing. 34:1-34:25 - Soha Rostaminia
PhyMask: Robust Sensing of Brain Activity and Physiological Signals During Sleep with an All-textile Eye Mask. 35:1-35:35 - Mary Jean Amon
Flexibility Versus Routineness in Multimodal Health Indicators: A Sensor-based Longitudinal in Situ Study of Information Workers. 36:1-36:27
Volume 3, Number 4, October 2022
- Shashwat Kumar
Leveraging Mobile Sensing and Bayesian Change Point Analysis to Monitor Community-scale Behavioral Interventions: A Case Study on COVID-19. 37:1-37:13 - Mehrab Bin Morshed
Food, Mood, Context: Examining College Students' Eating Context and Mental Well-being. 38:1-38:26 - Joshua R. Minot, Nicholas Cheney, Marc Maier, Danne C. Elbers, Christopher M. Danforth, Peter Sheridan Dodds:
Interpretable Bias Mitigation for Textual Data: Reducing Genderization in Patient Notes While Maintaining Classification Performance. 39:1-39:41 - Madhura Joshi
Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges. 40:1-40:36 - Gina Sprint
Multimodal Fusion of Smart Home and Text-based Behavior Markers for Clinical Assessment Prediction. 41:1-41:25 - Harold Thimbleby
NHS Number Open Source Software: Implications for Digital Health Regulation and Development. 42:1-42:26 - Sydney Pugh
Evaluating Alarm Classifiers with High-confidence Data Programming. 43:1-43:24 - Aviv Elor
BioLumin: An Immersive Mixed Reality Experience for Interactive Microscopic Visualization and Biomedical Research Annotation. 44:1-44:28 - Zongxing Xie
Passive and Context-Aware In-Home Vital Signs Monitoring Using Co-Located UWB-Depth Sensor Fusion. 45:1-45:31 - Hashini Senaratne
A Critical Review of Multimodal-multisensor Analytics for Anxiety Assessment. 46:1-46:42 - Kevin Amaral
SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis. 47:1-47:15 - Konstantinos Nikolaidis
My Health Sensor, My Classifier - Adapting a Trained Classifier to Unlabeled End-User Data. 48:1-48:24
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