Ali Jalali - Publications, H-index & Citations

Ali Jalali

Johns Hopkins University

22H指数

83论文数

1.8K被引数

收录论文 8

发表时间

Deep Learning for Improved Risk Prediction in Surgical Outcomes

SCIENTIFIC REPORTS

IF3.9

2020-06-09

OAAI

Jalali, Ali; Lonsdale, Hannah; Do, Nhue; Peck, Jacquelin; Gupta, Monesha; Kutty, Shelby; Ghazarian, Sharon R.; Jacobs, Jeffrey P.; Rehman, Mohamed; Ahumada, Luis M.

Machine Learning and Artificial Intelligence in Pediatric Research: Current State, Future Prospects, and Examples in Perioperative and Critical Care

JOURNAL OF PEDIATRICS

IF3.5

2020-06-01

PREAI

Lonsdale, Hannah; Jalali, Ali; Ahumada, Luis; Matava, Clyde

Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2018-08-17

PREAI

Jalali, Ali; Simpao, Allan F.; Galvez, Jorge A.; Licht, Daniel J.; Nataraj, Chandrasekhar

Neural Network Classifier for Automatic Detection of Invasive Versus Noninvasive Airway Management Technique Based on Respiratory Monitoring Parameters in a Pediatric Anesthesia

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2017-08-23

PREAI

Galvez, Jorge A.; Jalali, Ali; Ahumada, Luis; Simpao, Allan F.; Rehman, Mohamed A.

A Novel Nonlinear Mathematical Model of Thoracic Wall Mechanics During Cardiopulmonary Resuscitation Based on a Porcine Model of Cardiac Arrest 基于心脏骤停猪模型的心肺复苏过程中胸壁力学的新型非线性数学模型

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2016-12-17

PREAI

Jalali, Ali; Simpao, Allan F.; Nadkarni, Vinay M.; Berg, Robert A.; Nataraj, C.

Prediction of Periventricular Leukomalacia Occurrence in Neonates After Heart Surgery

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2014-07-01

OAAI

Jalali, Ali; Buckley, Erin M.; Lynch, Jennifer M.; Schwab, Peter J.; Licht, Daniel J.; Nataraj, C.

An improved procedure for detection of heart arrhythmias with novel pre-processing techniques

EXPERT SYSTEMS

IF2.3

2011-06-23

PREAI

Ghorbanian, P.; Jalali, A.; Ghaffari, A.; Nataraj, C.

Identification of sympathetic and parasympathetic nerves function in cardiovascular regulation using ANFIS approximation

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2011-05-01

PREAI

Jalali, Ali; Ghaffari, Ali; Ghorbanian, Parham; Nataraj, Chandrasekhar

研究方向