Harlan M. Krumholz

38 papers Misc 1Journal 33Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
StrokeClassifier: ischemic stroke etiology classification by ensemble consensus modeling using electronic health records.
npj Digit. Medicine
Ho-Joon Lee, Lee H. Schwamm, Lauren H. Sansing, Hooman Kamel, Adam DeHavenon, Ashby C. Turner, Kevin N. Sheth, Smita Krishnaswamy, Cynthia Brandt, Hongyu Zhao, Harlan M. Krumholz, Richa Sharma
2023 J jnl
An explainable machine learning-based phenomapping strategy for adaptive predictive enrichment in randomized clinical trials.
npj Digit. Medicine
Evangelos K. Oikonomou, Phyllis M. Thangaraj, Deepak L. Bhatt, Joseph S. Ross, Lawrence H. Young, Harlan M. Krumholz, Marc A. Suchard, Rohan Khera
2023 J jnl
Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation.
ACM Trans. Comput. Heal.
Nathan C. Hurley, Sanket S. Dhruva, Nihar Desai, Joseph R. Ross, Che Ngufor, Frederick Masoudi, Harlan M. Krumholz, Bobak J. Mortazavi
2023 J jnl
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices.
npj Digit. Medicine
Akshay Khunte, Veer Sangha, Evangelos K. Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Bobak J. Mortazavi, Andreas Coppi, Cynthia A. Brandt, Harlan M. Krumholz, Rohan Khera
2023 J jnl
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys.
J. Am. Medical Informatics Assoc.
Yuntian Liu, Jeph Herrin, Chenxi Huang, Rohan Khera, Lovedeep Singh Dhingra, Weilai Dong, Bobak J. Mortazavi, Harlan M. Krumholz, Yuan Lu
2022 J jnl
A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.
npj Digit. Medicine
Rohan Khera, Bobak J. Mortazavi, Veer Sangha, Frederick Warner, Hobart Patrick Young, Joseph S. Ross, Nilay D. Shah, Elitza S. Theel, William G. Jenkinson, Camille Knepper, Karen H. Wang, David Peaper, Richard A. Martinello, Cynthia A. Brandt, Zhenqiu Lin, Albert I. Ko, Harlan M. Krumholz, Benjamin D. Pollock, Wade L. Schulz
2022 J jnl
Aligning mission to digital health strategy in academic medical centers.
npj Digit. Medicine
Adam B. Cohen, Lisa Stump, Harlan M. Krumholz, Margaret Cartiera, Sanchita Jain, L. Scott Sussman, Allen Hsiao, Walter Lindop, Anita Kuo Ying, Rebecca L. Kaul, Thomas J. Balcezak, Welela Tereffe, Matthew Comerford, Daniel Jacoby, Neema Navai
2022 J jnl
Characterization of multi-domain postoperative recovery trajectories after cardiac surgery using a digital platform.
npj Digit. Medicine
Makoto Mori, Sanket S. Dhruva, Arnar Geirsson, Harlan M. Krumholz
2022 J jnl
Neural Natural Language Processing for unstructured data in electronic health records: A review.
Comput. Sci. Rev.
Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlali, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, Richard Andrew Taylor, Harlan M. Krumholz, Dragomir Radev
2021 J jnl
A Survey of Challenges and Opportunities in Sensing and Analytics for Risk Factors of Cardiovascular Disorders.
ACM Trans. Comput. Heal.
Nathan C. Hurley, Erica S. Spatz, Harlan M. Krumholz, Roozbeh Jafari, Bobak J. Mortazavi
2021 J jnl
Erratum to: Large-Scale Evidence Generation and Evaluation across a Network of Databases (LEGEND): Assessing Validity Using Hypertension as a Case Study.
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2021 J jnl
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review.
CoRR
Irene Li, Jessica Pan, Jeremy Goldwasser, Neha Verma, Wai Pan Wong, Muhammed Yavuz Nuzumlali, Benjamin Rosand, Yixin Li, Matthew Zhang, David Chang, Richard Andrew Taylor, Harlan M. Krumholz, Dragomir R. Radev
2021 J jnl
Temporal relationship of computed and structured diagnoses in electronic health record data.
BMC Medical Informatics Decis. Mak.
Wade L. Schulz, Hobart Patrick Young, Andreas Coppi, Bobak J. Mortazavi, Zhenqiu Lin, Raymond A. Jean, Harlan M. Krumholz
2020 — conf
A Wrist-worn Respiration Monitoring Device using Bio-Impedance
EMBC
Kaan Sel, Alexander Brown, Hongwoo Jang, Harlan M. Krumholz, Nanshu Lu, Roozbeh Jafari
2020 J jnl
A structural variation reference for medical and population genetics.
Nat.
Ryan L. Collins, Harrison Brand, Konrad J. Karczewski, Xuefang Zhao, Jessica Alföldi, Laurent C. Francioli, Amit V. Khera, Chelsea Lowther, Laura D. Gauthier, Harold Wang, Nicholas A. Watts, Matthew Solomonson, Alexander Baumann, Ruchi Munshi, Mark Walker, Christopher W. Whelan, Yongqing Huang, Ted Brookings, Ted Sharpe, Matthew R. Stone, Elise Valkanas, Jack Fu, Grace Tiao, Kristen M. Laricchia, Valentín Ruano-Rubio, Christine Stevens, Namrata Gupta, Caroline Cusick, Lauren Margolin, Irina M. Armean, Eric Banks, Louis Bergelson, Kristian Cibulskis, Kristen M. Connolly, Miguel Covarrubias, Beryl B. Cummings, Mark J. Daly, Stacey Donnelly, Yossi Farjoun, Steven Ferriera, Stacey Gabriel, Jeff Gentry, Thibault Jeandet, Diane Kaplan, Christopher Llanwarne, Eric V. Minikel, Benjamin M. Neale, Sam Novod, Anne H. O'Donnell-Luria, Nikelle Petrillo, Timothy Poterba, David Roazen, Andrea Saltzman, Kaitlin E. Samocha, Molly Schleicher, Cotton Seed, José Soto, Kathleen Tibbetts, Charlotte Tolonen, Christopher Vittal, Gordon Wade, Arcturus Wang, Qingbo Wang, James S. Ware, Ben Weisburd, Nicola Whiffin, Carlos A. Aguilar Salinas, Tariq Ahmad, Christine M. Albert, Diego Ardissino, Gil Atzmon, John Barnard, Laurent Beaugerie, Emelia J. Benjamin, Michael Boehnke, Lori L. Bonnycastle, Erwin P. Bottinger, Donald W. Bowden, Matthew J. Bown, John C. Chambers, Juliana C. Chan, Daniel Chasman, Judy Cho, Mina K. Chung, Bruce Cohen, Adolfo Correa, Dana Dabelea, Dawood Darbar, Ravindranath Duggirala, Josée Dupuis, Patrick T. Ellinor, Roberto Elosua, Jeanette Erdmann, Tõnu Esko, Martti Färkkilä, Jose Florez, Andre Franke, Gad Getz, Benjamin Glaser, Stephen J. Glatt, David Goldstein, Clicerio Gonzalez, Leif Groop, Christopher A. Haiman, Craig Hanis, Matthew Harms, Mikko Hiltunen, Matti M. Holi, Christina M. Hultman, Mikko Kallela, Jaakko Kaprio, Sekar Kathiresan, Bong-Jo Kim, Young Jin Kim, George Kirov, Jaspal Kooner, Seppo Koskinen, Harlan M. Krumholz, Subra Kugathasan, Soo Heon Kwak, Markku Laakso, Terho Lehtimäki, Ruth J. F. Loos, Steven A. Lubitz, Ronald Ching Wan Ma, Daniel G. MacArthur, Jaume Marrugat, Kari M. Mattila, Steven A. McCarroll, Mark I. McCarthy, Dermot McGovern, Ruth McPherson, James B. Meigs, Olle Melander, Andres Metspalu, Peter M. Nilsson, Michael C. O'Donovan, Dost Öngür, Lorena Orozco, Michael J. Owen, Colin N. A. Palmer, Aarno Palotie, Kyong Soo Park, Carlos Pato, Ann E. Pulver, Nazneen Rahman, Anne M. Remes, John D. Rioux, Samuli Ripatti, Dan M. Roden, Danish Saleheen, Veikko Salomaa, Nilesh J. Samani, Jeremiah Scharf, Heribert Schunkert, Moore B. Shoemaker, Pamela Sklar, Hilkka Soininen, Harry Sokol, Tim Spector, Patrick F. Sullivan, Jaana Suvisaari, E. Shyong Tai, Yik Ying Teo, Tuomi Tiinamaija, Ming Tsuang, Dan Turner, Teresa Tusie-Luna, Erkki Vartiainen, Hugh Watkins, Rinse K. Weersma, Maija Wessman, James G. Wilson, Ramnik J. Xavier, Kent D. Taylor, Henry J. Lin, Stephen S. Rich, Wendy S. Post, Yii-Der Ida Chen, Jerome I. Rotter, Chad Nusbaum, Anthony A. Philippakis, Eric S. Lander, Michael E. Talkowski
2020 J jnl
Agile analytics to support rapid knowledge pipelines.
npj Digit. Medicine
Wade L. Schulz, Joseph C. Kvedar, Harlan M. Krumholz
2020 — conf
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.
MLHC
Lida Zhang, Nathan C. Hurley, Bassem Ibrahim, Erica S. Spatz, Harlan M. Krumholz, Roozbeh Jafari, Bobak Jack Mortazavi
2020 J jnl
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.
CoRR
Lida Zhang, Nathan C. Hurley, Bassem Ibrahim, Erica S. Spatz, Harlan M. Krumholz, Roozbeh Jafari, Bobak J. Mortazavi
2020 J jnl
Digitizing clinical trials.
npj Digit. Medicine
Omer T. Inan, P. Tenaerts, Sheila A. Prindiville, H. R. Reynolds, D. S. Dizon, K. Cooper-Arnold, Mintu P. Turakhia, Mark J. Pletcher, Kenzie L. Preston, Harlan M. Krumholz, Benjamin M. Marlin, Kenneth D. Mandl, Predrag V. Klasnja, Bonnie Spring, Erin Iturriaga, R. Campo, P. Desvigne-Nickens, Y. Rosenberg, Steven R. Steinhubl, Robert M. Califf
2020 J jnl
Large-scale evidence generation and evaluation across a network of databases (LEGEND): assessing validity using hypertension as a case study.
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2020 — conf
Learning to Ask Medical Questions using Reinforcement Learning.
MLHC
Uri Shaham, Tom Zahavy, Cesar Caraballo, Shiwani Mahajan, Daisy Massey, Harlan M. Krumholz
2020 J jnl
Learning to Ask Medical Questions using Reinforcement Learning.
CoRR
Uri Shaham, Tom Zahavy, Cesar Caraballo, Shiwani Mahajan, Daisy Massey, Harlan M. Krumholz
2020 J jnl
Principles of Large-scale Evidence Generation and Evaluation across a Network of Databases (LEGEND).
J. Am. Medical Informatics Assoc.
Martijn J. Schuemie, Patrick B. Ryan, Nicole Pratt, Ruijun Chen, Seng Chan You, Harlan M. Krumholz, David Madigan, George Hripcsak, Marc A. Suchard
2020 J jnl
The National Institutes of Health funding for clinical research applying machine learning techniques in 2017.
npj Digit. Medicine
Amarnath R. Annapureddy, Suveen Angraal, Cesar Caraballo, Alyssa Grimshaw, Chenxi Huang, Bobak J. Mortazavi, Harlan M. Krumholz
2019 J jnl
A Neural Topic-Attention Model for Medical Term Abbreviation Disambiguation.
CoRR
Irene Li, Michihiro Yasunaga, Muhammed Yavuz Nuzumlali, Cesar Caraballo, Shiwani Mahajan, Harlan M. Krumholz, Dragomir R. Radev
2019 J jnl
A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders.
CoRR
Nathan C. Hurley, Erica S. Spatz, Harlan M. Krumholz, Roozbeh Jafari, Bobak J. Mortazavi
2019 J jnl
People-powered data collaboratives: fueling data science with the health-related experiences of individuals.
J. Am. Medical Informatics Assoc.
Barbara J. Evans, Harlan M. Krumholz
2018 J jnl
A Scalable Data Science Platform for Healthcare and Precision Medicine Research.
CoRR
Jacob McPadden, Thomas J. S. Durant, Dustin R. Bunch, Andreas Coppi, Nathan Price, Kris Rodgerson, Charles J. Torre Jr., William Byron, Hobart Patrick Young, Allen L. Hsiao, Harlan M. Krumholz, Wade L. Schulz
2018 J jnl
Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks.
CoRR
Benjamin Au, Uri Shaham, Sanket S. Dhruva, Georgios Bouras, Ecaterina Cristea, Alexandra Lansky, Andreas Coppi, Fred Warner, Shu-Xia Li, Harlan M. Krumholz
2018 — conf
Prediction of ICU Readmissions Using Data at Patient Discharge.
EMBC
Arash Pakbin, Parvez Rafi, Nate Hurley, Wade L. Schulz, Harlan M. Krumholz, Bobak Jack Mortazavi
2018 J jnl
The 21st Century Cures Act and electronic health records one year later: will patients see the benefits?
J. Am. Medical Informatics Assoc.
Carolyn T. Lye, Howard P. Forman, Jodi G. Daniel, Harlan M. Krumholz
2018 J jnl
The digital transformation of medicine can revitalize the patient-clinician relationship.
npj Digit. Medicine
Haider J. Warraich, Robert M. Califf, Harlan M. Krumholz
2018 J jnl
TrialChain: A Blockchain-Based Platform to Validate Data Integrity in Large, Biomedical Research Studies.
CoRR
Hao Dai, Hobart Patrick Young, Thomas J. S. Durant, Guannan Gong, Mingming Kang, Harlan M. Krumholz, Wade L. Schulz, Lixin Jiang
2017 J jnl
Assessing the reliability of self-reported weight for the management of heart failure: application of fraud detection methods to a randomised trial of telemonitoring.
BMC Medical Informatics Decis. Mak.
Adam Steventon, Sarwat I. Chaudhry, Zhenqiu Lin, Jennifer A. Mattera, Harlan M. Krumholz
2017 J jnl
Prediction of Adverse Events in Patients Undergoing Major Cardiovascular Procedures.
IEEE J. Biomed. Health Informatics
Bobak Mortazavi, Nihar Desai, Jing Zhang, Andreas Coppi, Fred Warner, Harlan M. Krumholz, Sahand Negahban
2015 J jnl
Bigeometric Organization of Deep Nets.
CoRR
Alexander Cloninger, Ronald R. Coifman, Nicholas Downing, Harlan M. Krumholz
2005 Misc conf
Validation of a System for Quality Improvement: Preliminary Data.
AMIA
Andrea L. Benin, Harlan M. Krumholz, Eugene Shapiro, Cynthia Brandt
2004 J jnl
An application of conditional logistic regression and multifactor dimensionality reduction for detecting gene-gene Interactions on risk of myocardial infarction: The importance of model validation.
BMC Bioinform.
Christopher S. Coffey, Patricia R. Hebert, Marylyn D. Ritchie, Harlan M. Krumholz, John Michael Gaziano, Paul M. Ridker, Nancy J. Brown, Douglas E. Vaughan, Jason H. Moore