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ORCIDACM 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, Jianfeng Gao, Hoifung Poon:
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing. 2:1-2:23 - Pietro Crovari, Sara Pidò, Pietro Pinoli, Anna Bernasconi, Arif Canakoglu, Franca Garzotto, Stefano Ceri:
GeCoAgent: A Conversational Agent for Empowering Genomic Data Extraction and Analysis. 3:1-3:29 - Giorgio Grani, Andrea Lenzi, Paola Velardi:
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, Sam Henry, Özlem Uzuner:
A Context-Enhanced De-identification System. 6:1-6:14 - Amara Tariq, Marly van Assen, Carlo Nicola De Cecco, Imon Banerjee:
Bridging the Gap between Structured and Free-form Radiology Reporting: A Case-study on Coronary CT Angiography. 7:1-7:20
- Flavio Bertini, Davide Allevi, Gianluca Lutero, Danilo Montesi, Laura Calzà:
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, Muath Bishawi, Julie Doberne, G. Chad Hughes, David Ranney, Soraya Voigt, Amanda Randles:
Evaluation of U-Net Based Architectures for Automatic Aortic Dissection Segmentation. 11:1-11:16 - Haoran Ding, Xiao Luo:
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, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer:
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, Elizabeth L. Irving, Frank Wm. Tompa:
Computer-Assisted Cohort Identification in Practice. 17:1-17:28 - Junqian Zhang, Yingming Sun, Hongen Liao, Jian Zhu, Yuan Zhang:
Automatic Parotid Gland Segmentation in MVCT Using Deep Convolutional Neural Networks. 18:1-18:15 - Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti:
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. 19:1-19:25 - Devender Kumar, Raju Maharjan, Alban Maxhuni, Helena Dominguez, Anne Frølich, Jakob E. Bardram:
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, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh:
Non-invasive Techniques for Monitoring Different Aspects of Sleep: A Comprehensive Review. 24:1-24:26 - Jermaine Marshall, Priscilla Jiménez-Pazmino, Ronald A. Metoyer, Nitesh V. Chawla:
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, Ruiyu Bai, Suining He, Kang G. Shin:
Pervasive Pose Estimation for Fall Detection. 27:1-27:23
- Pablo Báez, Felipe Bravo-Marquez, Jocelyn Dunstan, Matías Rojas, Fabián Villena:
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, Fotis Aisopos, Peter Garrard, Maria-Esther Vidal, Georgios Paliouras:
Improving Early Prognosis of Dementia Using Machine Learning Methods. 30:1-30:16 - Sagnik Ghosal, Debanjan Das, Venkanna Udutalapally, Preetam Narayan Wasnik:
iNAP: A Hybrid Approach for NonInvasive Anemia-Polycythemia Detection in the IoMT. 31:1-31:28 - Mehak Gupta, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti:
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements. 32:1-32:19 - Diane J. Cook, Miranda Strickland, Maureen Schmitter-Edgecombe:
Detecting Smartwatch-Based Behavior Change in Response to a Multi-Domain Brain Health Intervention. 33:1-33:18 - Jonathon Fagert, Amelie Bonde, Sruti Srinidhi, Sarah Hamilton, Pei Zhang, Hae Young Noh:
Clean Vibes: Hand Washing Monitoring Using Structural Vibration Sensing. 34:1-34:25 - Soha Rostaminia, Seyedeh Zohreh Homayounfar, Ali Kiaghadi, Trisha Andrew, Deepak Ganesan:
PhyMask: Robust Sensing of Brain Activity and Physiological Signals During Sleep with an All-textile Eye Mask. 35:1-35:35 - Mary Jean Amon, Stephen M. Mattingly, Aaron Necaise, Gloria Mark, Nitesh V. Chawla, Anind K. Dey, Sidney D'Mello:
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, Debajyoti Datta, Guimin Dong, Lihua Cai, Mehdi Boukhechba, Laura E. Barnes:
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, Samruddhi Shreeram Kulkarni, Koustuv Saha, Richard Li, Leah G. Roper, Lama Nachman, Hong Lu, Lucia Mirabella, Sanjeev Srivastava, Kaya de Barbaro, Munmun De Choudhury, Thomas Plötz, Gregory D. Abowd:
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, Ankit Pal, Malaikannan Sankarasubbu:
Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges. 40:1-40:36 - Gina Sprint, Diane J. Cook, Maureen Schmitter-Edgecombe, Lawrence B. Holder:
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, Ivan Ruchkin, Christopher P. Bonafide, Sara B. DeMauro, Oleg Sokolsky, Insup Lee, James Weimer:
Evaluating Alarm Classifiers with High-confidence Data Programming. 43:1-43:24 - Aviv Elor, Steve Whittaker, Sri Kurniawan, Sam G. Michael:
BioLumin: An Immersive Mixed Reality Experience for Interactive Microscopic Visualization and Biomedical Research Annotation. 44:1-44:28 - Zongxing Xie, Bing Zhou, Xi Cheng, Elinor Schoenfeld, Fan Ye:
Passive and Context-Aware In-Home Vital Signs Monitoring Using Co-Located UWB-Depth Sensor Fusion. 45:1-45:31 - Hashini Senaratne, Sharon L. Oviatt, Kirsten Ellis, Glenn Melvin:
A Critical Review of Multimodal-multisensor Analytics for Anxiety Assessment. 46:1-46:42 - Kevin Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen:
SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis. 47:1-47:15 - Konstantinos Nikolaidis, Stein Kristiansen, Thomas Plagemann, Vera Goebel, Knut Liestøl, Mohan S. Kankanhalli, Gunn Marit Traaen, Britt Øverland, Harriet Akre, Lars Aakerøy, Sigurd Steinshamn:
My Health Sensor, My Classifier - Adapting a Trained Classifier to Unlabeled End-User Data. 48:1-48:24
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