Are Metrics Enough? Guidelines for Communicating and Visualizing Predictive Models to Subject Matter Experts

Autor: Suh, Ashley, Appleby, Gabriel, Anderson, Erik W., Finelli, Luca, Chang, Remco, Cashman, Dylan

Presenting a predictive model's performance is a communication bottleneck that threatens collaborations between data scientists and subject matter experts. Accuracy and error metrics alone fail to tell the whole story of a model - its risks, strength

Externí odkaz: http://arxiv.org/abs/2205.05749

Addition of constitutional symptoms to the SLEDAI-2K improves overall disease activity assessment: A pilot study.

Autor: Anderson, Erik W¹ (AUTHOR) ewa416@gmail.com, Sansone, Marissa² (AUTHOR), Shah, Bhakti³ (AUTHOR), Kline, Myriam⁴ (AUTHOR), Franchin, Giovanni¹ (AUTHOR), Aranow, Cynthia¹ (AUTHOR), Mackay, Meggan¹ (AUTHOR)

Publikováno v: Lupus. Jul2024, Vol. 33 Issue 8, p840-850. 11p.

Masked LARk: Masked Learning, Aggregation and Reporting worKflow

Autor: Pfeiffer III, Joseph J., Charles, Denis, Gilton, Davis, Jung, Young Hun, Parsana, Mehul, Anderson, Erik

Today, many web advertising data flows involve passive cross-site tracking of users. Enabling such a mechanism through the usage of third party tracking cookies (3PC) exposes sensitive user data to a large number of parties, with little oversight on

Externí odkaz: http://arxiv.org/abs/2110.14794

Cost-Effectiveness of HIV Screening in Emergency Departments: Results From the Pragmatic Randomized HIV Testing Using Enhanced Screening Techniques in Emergency Departments Trial

Autor: Austin, Bryan, Cohen, Jacob, Easley, Jackie, Haider, Somiya, Hill, Peter, Henley, Mauren, Kelen, Gabor, Leathers, Maggie, Maliszewski, Barbara, Neira, Paula, Newton, Scott, Peterson, Stephen, Saheed, Mustapha, Signer, Danielle, Spaeth, Lucas, Tolson, Tina, Toerper, Matthew, Viertel, Valentina, Whalen, Maddie, Ancona, Rachel, Cronin, Catherine, Fernandez, Frank, Fichtenbaum, Carl, Gaffney, Cortney, Hamilton, Cathy, Hart, Kim, Hoskins, Dave, Kohrs, Sharon, Lindsell, Christopher, Miller, Chris, Punches, Brittany, Ruffner, Andrew, Rowan, Geri, Vance, Kim, Williams, Teresa, Bucossi, Meggan, Cantrill, Steve, Chavez, Angelica, Comeau, Ann, Daugherty, Tracy, Delgado, Alex, Doyle, Pamela, Esquivel, Roberto, Fassino, Maren, Finnegan, Kelly, Fliney, Greg, Freudig, Theresa, Fuhriman, Michael, Gillman, Mary, Kahl-Geiger, Stacey, Keating, Korina, Koerner, Jason, Laber, Karen, Lang, Meghan, Lyle, Carolynn, Makela, Kim, Maltby, Mary, Medina, David, Nielsen, Tanya, Ortiz, Alice, Paolucci, Angela, Pate, Don, Pippins, Michael, Roy, Steven, Searcey, John, Solot, Jerry, Stermer, Kelly, Stuart, Brian, Swanson, Melissa, Timkovich, Lauren, Toure, Zenia, Vogel, Lisa, Walker, Sommer, Weed, Diane, Weise, Julia, Wenke, Kerri, Wham, Courtney, Wilson, Michael, Wright, Jarrod, Zwakenberg, Melody, Alter, Harrison, Anderson, Erik, Campbell, Brendan, Chang, Grace, Chao, Connie, Ellis, Katie, Graffman, Sarah, Kron, Brynn, Lucas, Rebecca, McCarthy, Caitlin, Ng, Valerie, O’Dell, Christine, Peck, Jim, Petti, Mae, Pfeil, Sarah, Saechao, Feuy, Simon, Barry, Todorovic, Tamara, Tyree, Tonya, Haukoos, Jason, Hopkins, Emily, Campbell, Jonathan D., Lyons, Michael S., Rothman, Richard E., Hsieh, Yu-Hsiang, White, Douglas A.E., Trent, Stacy, Al-Tayyib, Alia A., Gardner, Edward M., Sabel, Allison L., Rowan, Sarah E.

Publikováno v: In Annals of Emergency Medicine September 2024 84(3):234-243

Pile burns as a proxy for high severity wildfire impacts on soil microbiomes

Autor: Fowler, Julie A., Nelson, Amelia R., Bechtold, Emily K., Paul, Raegan, Wettengel, Alexandra M., McNorvell, Michael A., Stevens-Rumann, Camille S., Fegel, Timothy S., Anderson, Erik, Rhoades, Charles C., Wilkins, Michael J.

Publikováno v: In Geoderma August 2024 448