posted by user: sudarshan85 || 3888 views || tracked by 8 users: [display]

mlforhc 2019 : Machine Learning for Healthcare

FacebookTwitterLinkedInGoogle

Link: https://www.mlforhc.org/
 
When Aug 8, 2019 - Aug 10, 2019
Where Ann Arbor, MI
Submission Deadline Mar 29, 2019
Notification Due Jun 7, 2019
 

Call For Papers

We invite submissions that describe novel methods to address the challenges inherent to health-related data (e.g., sparsity, class imbalance, causality, temporal dynamics, multi-modal data). We also invite articles describing the application and evaluation of state-of-the-art machine learning approaches applied to health data in deployed systems. In particular, we seek high-quality submissions on the following topics:

* Predicting individual patient outcomes
* Mining, processing and making sense of clinical notes
* Patient risk stratification
* Parsing biomedical literature
* Bio-marker discovery
* Brain imaging technologies and related models
* Learning from sparse/missing/imbalanced data
* Time series analysis with medical applications
* Medical imaging
* Efficient, scalable processing of clinical data
* Clustering and phenotype discovery
* Methods for vitals monitoring
* Feature selection/dimensionality reduction
* Text classification and mining for biomedical literature
* Exploiting and generating ontologies
* ML systems that assist with evidence-based medicine

Related Resources

IARCE 2021-Ei Compendex & Scopus 2021   2021 5th International Conference on Industrial Automation, Robotics and Control Engineering (IARCE 2021)
Recent Advances in Biometric Technology 2021   Recent Advances in Biometric Technology
SI-DAMLE 2020   Special Issue on Data Analytics and Machine Learning in Education
ML_BDA 2021   Special Issue on Machine Learning Technologies for Big Data Analytics
Fintech 2020   Sustainaility (Q2): Fintech: Recent Advancements in Modern Techniques, Methods and Real-World Solutions
TSD 2021   The twenty-fourth International Conference on Text, Speech and Dialogue (TSD 2021).
FAIML 2021   2021 International Conference on Frontiers of Artificial Intelligence and Machine Learning (FAIML 2021)
ACM--ICDLT--Ei, Scopus 2021   ACM--2021 5th International Conference on Deep Learning Technologies (ICDLT 2021)--Ei Compendex, Scopus
DLRS 2021   Call for Papers: Topical Issue on Deep Learning for Recommender Systems
CMMM 2020   Special Issue on Machine Learning Applications in Single-Cell RNA Sequencing Data