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A

Akhil Vaid

Icahn School of Medicine at Mount Sinai
H指数:28
被引数:4,044

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NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Underfeeding Enteral Nutrition in Mechanically Ventilated Patients

NutriSighT：用于机械通气患者肠内营养摄入不足动态预测的可解释Transformer模型

Nature Communications
IF15.7
2025-12-170
OAAI
Mateen Jangda; Jayshil Patel; Akhil Vaid; Jaskirat Gill; Paul McCarthy; Jacob Desman; Rohit Gupta; Dhruv Patel; Nidhi Kavi; Shruti Bakare; Eyal Klang; Robert Freeman; Anthony Manasia; John Oropello; Lili Chan; Mayte Suarez-Farinas; Alexander W. Charney; Roopa Kohli-Seth; Girish N. Nadkarni; Ankit Sakhuja
Explainable Machine Learning Identifies Predictors of Mortality and Colectomy in Colon Ischemia Using SHAPley Additive Explanations (SHAP) and Xtreme Gradient Boosting (XGBoost)

可解释机器学习方法利用SHAPley加性解释（SHAP）和极限梯度提升（XGBoost）识别结肠缺血的死亡和结肠切除的预测因子

AMERICAN JOURNAL OF GASTROENTEROLOGY
IF7.6
2025-10-010
PRE
Patel, Shanti; Brandt, Lawrence J.; Vaid, Akhil; Soroush, Ali; Sehgal, Kanika; Eze, Ikechukwu Elvis; Chaar, Abdelkader; Rizwan, Rabia; John, Savio; Muniraj, Thiruvengadam; Feuerstadt, Paul
Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension
NPJ DIGITAL MEDICINE
IF15.1
2024-09-050
OAAI
Gulamali, Faris; Jayaraman, Pushkala; Sawant, Ashwin S.; Desman, Jacob; Fox, Benjamin; Chang, Annette; Soong, Brian Y.; Arivazagan, Naveen; Reynolds, Alexandra S.; Duong, Son Q.; Vaid, Akhil; Kovatch, Patricia; Freeman, Robert; Hofer, Ira S.; Sakhuja, Ankit; Dangayach, Neha S.; Reich, David S.; Charney, Alexander W.; Nadkarni, Girish N.
Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings A Simulation Study
ANNALS OF INTERNAL MEDICINE
IF15.2
2023-10-0115
PRE
Vaid, Akhil; Sawant, Ashwin; Suarez-Farinas, Mayte; Lee, Juhee; Kaul, Sanjeev; Kovatch, Patricia; Freeman, Robert; Jiang, Joy; Jayaraman, Pushkala; Fayad, Zahi; Argulian, Edgar; Lerakis, Stamatios; Charney, Alexander W.; Wang, Fei; Levin, Matthew; Glicksberg, Benjamin; Narula, Jagat; Hofer, Ira; Singh, Karandeep; Nadkarni, Girish N.
Interatrial Block Association With Adverse Cardiovascular Outcomes in Patients Without a History of Atrial Fibrillation
JACC-CLINICAL ELECTROPHYSIOLOGY
IF7.7
2023-08-018
OAAI
Lampert, Joshua; Power, David; Havaldar, Shreyas; Govindarajulu, Usha; Kawamura, Iwanari; Maan, Abhishek; Miller, Marc A.; Menon, Kartikeya; Koruth, Jacob; Whang, William; Bagiella, Emilia; Bayes-Genis, Antoni; Musikantow, Daniel; Turagam, Mohit; Luna, Antoni Bayes de; Halperin, Jonathan; Dukkipati, Srinivas R.; Vaid, Akhil; Nadkarni, Girish; Glicksberg, Benjamin; Fuster, Valentin; Reddy, Vivek Y.

研究方向

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G
Girish N. Nadkarni
H 指数:96论文数:972被引数:4.8万
B
Benjamin S. Glicksberg
H 指数:62论文数:442被引数:1.7万
A
Alexander W. Charney
H 指数:62论文数:310被引数:2.4万
J
Joshua Lampert
H 指数:11论文数:110被引数:514
S
Suraj K. Jaladanki
H 指数:18论文数:52被引数:1,183
L
Lili Chan
H 指数:33论文数:213被引数:5,855
J
Jagat Narula
H 指数:115论文数:1,259被引数:8.0万
E
Edgar Argulian
H 指数:33论文数:296被引数:4,192
P
Patricia Kovatch
H 指数:20论文数:91被引数:4,179
R
Robert Freeman
H 指数:30论文数:184被引数:3,430