Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias

Autor: Chen, Shan, Gallifant, Jack, Gao, Mingye, Moreira, Pedro, Munch, Nikolaj, Muthukkumar, Ajay, Rajan, Arvind, Kolluri, Jaya, Fiske, Amelia, Hastings, Janna, Aerts, Hugo, Anthony, Brian, Celi, Leo Anthony, La Cava, William G., Bitterman, Danielle S.

Large language models (LLMs) are increasingly essential in processing natural languages, yet their application is frequently compromised by biases and inaccuracies originating in their training data. In this study, we introduce Cross-Care, the first

Externí odkaz: http://arxiv.org/abs/2405.05506

Competing interests: digital health and indigenous data sovereignty

Autor: Ashley Cordes, Marieke Bak, Mataroria Lyndon, Maui Hudson, Amelia Fiske, Leo Anthony Celi, Stuart McLennan

Publikováno v: npj Digital Medicine, Vol 7, Iss 1, Pp 1-5 (2024)

Abstract Digital health is increasingly promoting open health data. Although this open approach promises a number of benefits, it also leads to tensions with Indigenous data sovereignty movements led by Indigenous peoples around the world who are ass

Externí odkaz: https://doaj.org/article/881aa05812104ac3a9ff306a583396ec

NASCTY: Neuroevolution to Attack Side-channel Leakages Yielding Convolutional Neural Networks

Autor: Schijlen, Fiske, Wu, Lichao, Mariot, Luca

Side-channel analysis (SCA) can obtain information related to the secret key by exploiting leakages produced by the device. Researchers recently found that neural networks (NNs) can execute a powerful profiling SCA, even on targets protected with cou

Externí odkaz: http://arxiv.org/abs/2301.10802

Identification of atypical pediatric diabetes mellitus cases using electronic medical records

Autor: Christine Lee, Mohsen Bahmani Kashkouli, Irl B Hirsch, Jordan Smith, Rebecca Lorch, Jose C Florez, Pengfei Liu, Jeffrey P Krischer, Beena Akolkar, Ashok Balasubramanyam, Christopher Eberhard, Steven Fiske, Jennifer Garmeson, Christina Karges, Noah Sulman, Michael Toth, Mustafa Tosur, Marcela Astudillo, Catherine Pihoker, Sara Cromer, Jennifer Scott, Toni I Pollin, Maria J Redondo, Stephanie Sisley, Pablo Ruiz, Mary Larkin, Wendy K Chung, Lee-Jun Wong, Aniko Sabo, William Marshall, Louis H Philipson, Rita Hench, Elif A Oral, Kieren Mather, Neda Rasouli, Lainie Friedman Ross, Janet McGill, Paula Newton, Baris Akinci, Mary Ann Banerji, Steven E Kahn, Sarah Adams, Hongzheng Dai, Victoria Chen, Maaz Ahmed, Stephen Stone, Rebecca Wood, Emily Sims, Aaron Deutsch, Sarah Müller, John Buse, Jacqueline Lonier, Nopporn Thangthaeng, Marcela F Astudillo, William E Winter, Liana K Billings, Raymond Kreienkamp, William Craigen, Ansley Davis, Monica Dussan, Jordana Faruqi, Ruchi Gaba, Mark Herman, Shalini Jhangiani, Elizabeth Kubota-Mishra, Iliana Migacz, Nkechinyere Osuji, Jennifer Posey, Nalini Ram, Alejandro Siller, Eric Venner, Adriana Cardenas, Dimpi Desai, Mary Fang, Erica Hattery, Adrienne Ideouzu, Julizza Jimenez, Nupur Kikani, Graciela Montes, David Murdock, Nikalina G O’Brien, Robin Goland, Anabel Evans, Rachelle Gandica, Rudolph Leibel, Kaisha Mofford, James Pring, Carmella Evans-Molina, Farrah Anwar, Hannah Lease, Angelica Mckibben, Gabriela Monaco, Zeb Saeed, Maria Spall, Marimar Hernandez-Perez, Kelly Moors, Anna Neyman, Miriam S Udler, Julia Douvas, Melton Fan, Cristinia Fernandez Hernandez, Evelyn Greaux, Saadhvi Kartik, Pam Ricevuto, Armen I Yerevanian, Melissa Calverley, Kathy Chu, Mariella Facibene, Christopher Han, Dorit Koren, Micah Koss, Amy Sabean, Jordan Sherwood, Necole Brown, Lina Soni, Lorraine Thomas, Jennifer Abrams, Kylnt Bally, Beisi Ji, Samara Skiwiersky, SiriAtma W Greeley, Graeme Bell, Shanna Banogon, Jui Desai, Anisa Dye, David Ehrmann, Lisa R Letourneau-Freiberg, Carlin Lockwood, Kynnedie Maloz, Rochelle N Naylor, Kaylee Oppenheimer, Erin Papciak, Karen Rodriguez, Rachel Son, Manu Sundaresan, Chelsea Wu, Colleen Bender, Persephone Tian, PA-C Chelsea Baker, Megan Riff, Courtney King, Wyatt Pfau, Avinash Pyreddy, Marjan Rezaei, Katlyn Sawyer, Vatsala Singh, Jules Barklow, Noosha Farhat, Andrew Her, Carter Odean, Gregory Schleis, Chantal Underkofler, Hadley Bryan, Ryan Jollie, Kristin Maloney, Jennifer Marron, Ryan Miller, Maria Eleni Nikita, Knightess Oyibo, Kristi Silver, Hilary Whitlatch, Cindi Young, Kathleen Palmer, Stephanie Riley, Devon Nwaba, Elizabeth Streeten, Jessica Tiner, David Broome, Merve Celik-Gular, Tae-Hwa Chun, Anabela Dill Gomes, Maria Foss de Freitas, Brigid Gregg, Donatella Gilio, Seda Grigoryan, Diarratou Kaba, Melda Sonmez Ince, Adam Neidert, Carman Richison, Salman Imam, Jamie Diner, Cassandra Donahue, Rachael Fraser, Karla Fulghum, Faryal Gilani, Tahereh Ghorbani, Alex Kass, Nina Jain, Klara Klein, Lauren Larison, Brooke Matson, Catherine Morba, Chase Armstrong, Sue Kirkman, Jesica Baran, Rosanna Holod, Dori Khakpour, Patali Mandava, Lori Sameshima, Xiaofu Dong, Thanmai Kalerus, Beth Loots, Kathleen Santarelli, Cisco Pascual, Kevin Niswender, Norma Edwards, Justin Gregory, Alvin Powers, Andrea Ramirez, Fumihiko Urano, Samantha Adamson, Cris Brown, Joel Brune, Mary Jane Clifton, Jing Hughes, Stacy Hurst, Isabella Paolicelli, Brittany Zwijack, Toko Campbell, Jennifer May, Rajesh Adusumalli, Bruce Albritton, Analia Aquino, Paul Bransford, Nicholas Cadigan, Laura Gandolfo, Joseph Gomes, Robert Gowing, Juan Herrera, Callyn Kirk, Jean Morissette, Hemang M Parikh, Francisco Perez-Laras, Cassandra L Remedios, Lili Wurmser, Brandy Hutchinson, Sidhvi Nekkanti, MacKenzie Brandes, Noël Burtt, Jason Flannick, Ryan Koesterer, Phebe Olorunfemi, Ahmed Alkanaq, Lizz Caulkins, Clive Wasserfall, David Pittman, William Winter, David J Carey, Daniel Hood, Santica M Marcovina, Christopher B Newgard

Publikováno v: BMJ Open Diabetes Research & Care, Vol 12, Iss 6 (2024)

Introduction There are no established methods to identify children with atypical diabetes for further study. We aimed to develop strategies to systematically ascertain cases of atypical pediatric diabetes using electronic medical records (EMR).Resear

Externí odkaz: https://doaj.org/article/12a4d537597747fe88877ecb0f8af87f

Coexisting Primary Sclerosing Cholangitis and Autoimmune Hepatitis: Overlapping Challenges in Diagnosis and Treatment

Autor: Hannah W. Fiske, Firrah Saeed, Christopher Ward, Boris Sinayuk, Veronica Ulici, Michael Curry, Edward Feller, Samir A. Shah

Publikováno v: Case Reports in Gastroenterology, Vol 18, Iss 1, Pp 167-175 (2024)

Introduction: Hepatobiliary overlap syndromes describe the coinciding presentation of more than one immune-mediated biliary and liver disease in a single patient and present complex challenges in diagnosis and treatment. We report a case of ulcerativ

Externí odkaz: https://doaj.org/article/73c97d5eab6c4f298939c98f26dddfa6