Predicting the Length of Hospital Stay Using Machine Learning: An Explainable Artificial Intelligence Approach

Authors: Basubeit, Omar, Sabri, Aznul Qalid Md

Source: 2025 8th International Conference on Data Science and Machine Learning Applications (CDMA) CDMA Data Science and Machine Learning Applications (CDMA), 2025 8th International Conference on. :37-42 Feb, 2025

Relation: 2025 8th International Conference on Data Science and Machine Learning Applications (CDMA)

A Mimic-Filling Algorithm for Pairwise Model Discrimination of Censoring Lifetime Data

Authors: Meng, F., Yang, J., Xie, M.

Source: IEEE Transactions on Reliability IEEE Trans. Rel. Reliability, IEEE Transactions on. 74(1):2255-2264 Mar, 2025

On the Performance and Robustness of Linear Model U-Trees in Mimic Learning

Authors: Green, Matthew, Sheppard, John W.

Source: 2024 International Conference on Machine Learning and Applications (ICMLA) ICMLA Machine Learning and Applications (ICMLA), 2024 International Conference on. :152-159 Dec, 2024

Relation: 2024 International Conference on Machine Learning and Applications (ICMLA)

EHRGPT: Leveraging language models for generating synthetic health records

Authors: Pamisetty, Giridhar, Batreddy, Subbareddy, Verma, Priya, Babu, Ch Sobhan

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :4579-4587 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Improving Sepsis Detection through Enchanced Random Forest and SMOTE: An Innovative Method for Addressing Class Imbalance

Authors: Kumar, M. Senthil, Krishnakumar, A.

Source: 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES) Computational and Characterization Techniques in Engineering & Sciences (IC3TES), 2024 Second International Conference. :1-6 Nov, 2024

Relation: 2024 Second International Conference Computational and Characterization Techniques in Engineering & Sciences (IC3TES)

Early Prediction of Invasive Mechanical Ventilation Needs in Patients Admitted to Intensive Care Units: A Novel Ensemble Learning Approach

Authors: Zhou, Michael

Source: 2024 Sixth International Conference on Intelligent Computing in Data Sciences (ICDS) Intelligent Computing in Data Sciences (ICDS), 2024 Sixth International Conference on. :1-7 Oct, 2024

Relation: 2024 Sixth International Conference on Intelligent Computing in Data Sciences (ICDS)

An Architecture for Industrial Control Mimic Systems Based on Component and Multi-Level 2-Mode Judgment Algorithm

Authors: Sun, Changhua, Chen, Gang, Sun, Xin, Li, Qinyuan, Lv, Pang, Dai, Hua

Source: 2024 10th IEEE International Conference on High Performance and Smart Computing (HPSC) HPSC High Performance and Smart Computing (HPSC), 2024 10th IEEE International Conference on. :77-82 May, 2024

Relation: 2024 IEEE 10th IEEE International Conference on High Performance and Smart Computing (HPSC)

Meanderline-Stub Based Human Body Implantable Antenna Design for Biomedical Applications

Authors: Ghosh, Soham, Gupta, Bhaskar

Source: 2024 4th International Conference on Computer, Communication, Control & Information Technology (C3IT) Computer, Communication, Control & Information Technology (C3IT), 2024 4th International Conference on. :1-4 Sep, 2024

Relation: 2024 4th International Conference on Computer, Communication, Control & Information Technology (C3IT)

Sensitive Colorimetric Detection of Cholesterol Using MIL-101 (Fe)-NH2 Nanozymes as Peroxidase Mimics

Authors: Nandi, Indrani, Chandra, Pranjal

Source: 2024 IEEE BioSensors Conference (BioSensors) BioSensors Conference (BioSensors), 2024 IEEE. :1-4 Jul, 2024

Relation: 2024 IEEE BioSensors Conference (BioSensors)

Visual Representation of Tabular Electronic Health Records for Predicting Sudden Cardiac Arrest

Authors: Afrin, Rubya, Mohammed, Emad A., Far, Behrouz

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-7 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Design and Implementation of Mimic Defense Gateway

Authors: Jiang, Peng, Liu, Hao, Zhang, Zhongtang, Shi, Jianjun, Yao, Yuan

Source: 2024 9th International Conference on Signal and Image Processing (ICSIP) Signal and Image Processing (ICSIP), 2024 9th International Conference on. :493-499 Jul, 2024

Relation: 2024 9th International Conference on Signal and Image Processing (ICSIP)

Utilizing ETL Processes to Enhance Healthcare Education: Migrating MIMIC-IV to OpenEMR

Authors: Kasula, Mohith Surya Kiran, Sudalagunta, Sri Harsha, Sunchu, Keerthika, Purkayastha, Saptarshi

Source: 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS) CBMS Computer-Based Medical Systems (CBMS), 2024 IEEE 37th International Symposium on. :186-191 Jun, 2024

Relation: 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS)

Using Deep Learning to Predict Mortality Rate

Authors: Yen, Chih-Ta, Huang, Yi-Kai, Liao, Jia-Xian

Source: 2024 IEEE 6th Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS) Biomedical Engineering, Healthcare and Sustainability (ECBIOS), 2024 IEEE 6th Eurasia Conference on. :488-492 Jun, 2024

Relation: 2024 IEEE 6th Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS)

Classification Of Opioid Patients Based On Drug Usage Using Machine Learning

Authors: Ramesh, Ch Raja, Sumanjali, A, Shreya, A, SaiPraneeth, D, Sharma, P Muralidhar

Source: 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0 Smart Computing for Innovation and Advancement in Industry 4.0, 2024 OPJU International Technology Conference (OTCON) on. :1-5 Jun, 2024

Relation: 2024 OPJU International Technology Conference (OTCON) on Smart Computing for Innovation and Advancement in Industry 4.0

Coherence Analysis of Surface Electromyography Signals of Facial Mimic Muscles

Authors: Alcan, Veysel, Seker, Mehmet

Source: 2024 32nd Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2024 32nd. :1-4 May, 2024

Relation: 2024 32nd Signal Processing and Communications Applications Conference (SIU)

Correlation Analysis Between Vital Signs Of Patients In Intensive Care Unit

Authors: Olcay, Firat Fuat, Duru, Dilek Goksel

Source: 2024 32nd Signal Processing and Communications Applications Conference (SIU) Signal Processing and Communications Applications Conference (SIU), 2024 32nd. :1-4 May, 2024

Relation: 2024 32nd Signal Processing and Communications Applications Conference (SIU)

Advancing Medical Image Diagnostics through Multi-Modal Fusion: Insights from MIMIC Chest X-Ray Dataset Analysis

Authors: Upadhya, Jiblal, Poudel, Khem, Ranganathan, Jaishree

Source: 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) Computing and Machine Intelligence (ICMI), 2024 IEEE 3rd International Conference on. :1-8 Apr, 2024

Relation: 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI)

Improving Clinical Decision Making With a Two-Stage Recommender System

Authors: Raza, S., Ding, C.

Source: IEEE/ACM Transactions on Computational Biology and Bioinformatics IEEE/ACM Trans. Comput. Biol. and Bioinf. Computational Biology and Bioinformatics, IEEE/ACM Transactions on. 21(5):1180-1190 Jan, 2024

Optimizing Sepsis Treatment Through Reinforcement Learning: A Revisitation of Reward and Loss Functions in Dueling Double Deep Q-Network

Authors: Tang, Xiaoyao, Wang, Zihan, Liu, Yunjie

Source: 2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) Artificial Intelligence, Networking and Information Technology (AINIT), 2024 5th International Seminar on. :761-767 Mar, 2024

Relation: 2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)

Optimizing Hybrid Multi-Task Deep Reinforcement Learning: Diverse Perspectives

Authors: Maung, Hsu Zarni, Khaing, Myo

Source: 2024 IEEE Conference on Computer Applications (ICCA) Computer Applications (ICCA), 2024 IEEE Conference on. :1-6 Mar, 2024

Relation: 2024 IEEE Conference on Computer Applications (ICCA)