Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit by Anis Davoudi, Benjamin Shickel, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

Get full text

Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU by Benjamin Shickel, Benjamin Shickel, Anis Davoudi, Anis Davoudi, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Matthew Ruppert, Matthew Ruppert, Azra Bihorac, Azra Bihorac, Parisa Rashidi, Parisa Rashidi, Parisa Rashidi

Get full text

Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review by Mohammad A. Al-Ani, Chen Bai, Amal Hashky, Alex M. Parker, Juan R. Vilaro, Juan M. Aranda Jr., Benjamin Shickel, Benjamin Shickel, Parisa Rashidi, Parisa Rashidi, Azra Bihorac, Azra Bihorac, Mustafa M. Ahmed, Mamoun T. Mardini

Get full text

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks by Benjamin Shickel, Tyler J. Loftus, Matthew Ruppert, Gilbert R. Upchurch, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac

Get full text

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks by Benjamin Shickel, Benjamin Shickel, Brandon Silva, Brandon Silva, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Yuanfang Ren, Kia Khezeli, Kia Khezeli, Ziyuan Guan, Ziyuan Guan, Patrick J. Tighe, Patrick J. Tighe, Azra Bihorac, Azra Bihorac, Parisa Rashidi, Parisa Rashidi

Get full text

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures by Yuanfang Ren, Yanjun Li, Tyler J. Loftus, Jeremy Balch, Kenneth L. Abbott, Matthew M. Ruppert, Ziyuan Guan, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac

Get full text

Federated learning for preserving data privacy in collaborative healthcare research by Tyler J Loftus, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Jeremy A Balch, Philip A Efron, Gilbert R Upchurch, Parisa Rashidi, Christopher Tignanelli, Jiang Bian, Azra Bihorac

Get full text

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes. by Yuanfang Ren, Tyler J Loftus, Yanjun Li, Ziyuan Guan, Matthew M Ruppert, Shounak Datta, Gilbert R Upchurch, Patrick J Tighe, Parisa Rashidi, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Azra Bihorac

Get full text

Uncertainty-aware deep learning in healthcare: A scoping review. by Tyler J Loftus, Benjamin Shickel, Matthew M Ruppert, Jeremy A Balch, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, William R Hogan, Parisa Rashidi, Gilbert R Upchurch, Azra Bihorac

Get full text

Phenotype clustering in health care: A narrative review for clinicians by Tyler J. Loftus, Tyler J. Loftus, Tyler J. Loftus, Benjamin Shickel, Benjamin Shickel, Jeremy A. Balch, Patrick J. Tighe, Kenneth L. Abbott, Brian Fazzone, Erik M. Anderson, Jared Rozowsky, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Yuanfang Ren, Yuanfang Ren, Scott A. Berceli, William R. Hogan, Philip A. Efron, J. Randall Moorman, Parisa Rashidi, Parisa Rashidi, Parisa Rashidi, Gilbert R. Upchurch, Azra Bihorac, Azra Bihorac, Azra Bihorac

Get full text

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible by Tyler J. Loftus, Patrick J. Tighe, Tezcan Ozrazgat-Baslanti, John P. Davis, Matthew M. Ruppert, Yuanfang Ren, Benjamin Shickel, Rishikesan Kamaleswaran, William R. Hogan, J. Randall Moorman, Gilbert R. Upchurch, Parisa Rashidi, Azra Bihorac

Get full text

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible. by Tyler J Loftus, Patrick J Tighe, Tezcan Ozrazgat-Baslanti, John P Davis, Matthew M Ruppert, Yuanfang Ren, Benjamin Shickel, Rishikesan Kamaleswaran, William R Hogan, J Randall Moorman, Gilbert R Upchurch, Parisa Rashidi, Azra Bihorac

Get full text

Resident Operative Autonomy and Attending Verbal Feedback Differ by Resident and Attending Gender by Amanda C. Filiberto, MD, Kenneth L. Abbott, MD, MS, Benjamin Shickel, PhD, Brian C. George, MD, MAEd, Amalia L. Cochran, MD, George A. Sarosi, Jr, MD, Gilbert R. Upchurch, Jr, MD, Tyler J. Loftus, MD

Get full text

Surgical resident experience with common bile duct exploration and assessment of performance and autonomy with formative feedback by Molly Q. Nyren, Amanda C. Filiberto, Patrick W. Underwood, Kenneth L. Abbott, Jeremy A. Balch, Francesca Dal Mas, Lorenzo Cobianchi, Philip A. Efron, Brian C. George, Benjamin Shickel, Gilbert R. Upchurch, George A. Sarosi, Tyler J. Loftus

Get full text