Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data

Autor: Das, Sudeshna, Ge, Yao, Guo, Yuting, Rajwal, Swati, Hairston, JaMor, Powell, Jeanne, Walker, Drew, Peddireddy, Snigdha, Lakamana, Sahithi, Bozkurt, Selen, Reyna, Matthew, Sameni, Reza, Xiao, Yunyu, Kim, Sangmi, Chandler, Rasheeta, Hernandez, Natalie, Mowery, Danielle, Wightman, Rachel, Love, Jennifer, Spadaro, Anthony, Perrone, Jeanmarie, Sarker, Abeed

Retrieval augmented generation (RAG) provides the capability to constrain generative model outputs, and mitigate the possibility of hallucination, by providing relevant in-context text. The number of tokens a generative large language model (LLM) can

Externí odkaz: http://arxiv.org/abs/2405.19519

The biomechanical evolution of the uterus and cervix and fetal growth in human pregnancy

Autor: Erin M. Louwagie, Serena R. Russell, Jacqueline C. Hairston, Claire Nottman, Chia-Ling Nhan-Chang, Karin Fuchs, Cynthia Gyamfi-Bannerman, Whitney Booker, Maria Andrikopoulou, Alexander M. Friedman, Noelia Zork, Ronald Wapner, Joy Vink, Mirella Mourad, Helen M. Feltovich, Michael D. House, Kristin M. Myers

Publikováno v: npj Women's Health, Vol 2, Iss 1, Pp 1-9 (2024)

Abstract The coordinated biomechanical performance of maternal tissues facilitates healthy pregnancy. Quantifying uterine and cervical biomechanical function has been challenging due to minimal data on the anatomy’s shape, size, and material proper

Externí odkaz: https://doaj.org/article/8992a45614bb4a328a7c7f96ce1132fd

My Health in My Hands: Improving Medication Abortion Knowledge and Closing Disparities with a Community-Led Media Intervention

Autor: Hayley V. McMahon, Leslie Serrano, Teja Vyavahare, Indya Hairston, Sequoia Ayala, Zainab Jah, Tiffany Hailstorks, D?zon D. Diallo, Elizabeth A. Mosley

Publikováno v: Health Equity, Vol 8, Iss 1, Pp 138-142 (2024)

Purpose: Inaccurate beliefs about medication abortion (MA) are common. This study evaluated pilot data from a community-led media intervention designed to increase MA knowledge among Black and Latinx women in Georgia. Methods: Participants (N=855) vi

Externí odkaz: https://doaj.org/article/0d6d2cdceb6f46a286ff3625e7b1baf0

Intravitreal aflibercept 8 mg in diabetic macular oedema (PHOTON): 48-week results from a randomised, double-masked, non-inferiority, phase 2/3 trial

Autor: Abraham, Prema, Aderman, Christopher, Akiyama, Kunihiko, Alfaro, Daniel V., Ali, Fareed A., Amini, Payam, Anzalotta, Andres Emanuelli, Bátor, György, Batlle, Ivan, Berger, Adam, Bhandari, Ramanath, Bridges, William, Brinkmann, Christian, Brown, Jamin, Burgess, Stuart, Calzada, Jorge, Capone Jr., Antonio, Cervena, Dana, Charles, Steven, Chaudhry, Nauman, Chow, David, Clark, W. Lloyd, Conrad III, Paul, Cunningham, Matthew, Dadgostar, Hajir, Dessouki, Amr, Deupree, Dana, Devine, Christopher, Eichenbaum, David, Ernest, Jan, Feltgen, Nicolas, Fenberg, Moss, Ferrone, Philip, Frenkel, Ronald, Friedman, Scott, Gasperini, Julie, Gerstenblith, Adam, Ghorayeb, Ghassan, Giunta, Michel, Goff, Mitchell, Golas, Liliya, Googe Jr., Joseph M., Goren Fein, Jordana, Hagedorn, Curtis, Hagiwara, Akira, Hahn, Paul, Hairston, Richard, Handza, Jason, Hau, Vivienne, Hayashi, Ken, Heier, Jeffrey, Hershberger, Vrinda, Higgins, Patrick, Hirano, Yoshio, Honda, Shigeru, Ikegami, Yasuko, Ishida, Yuichiro, Ishikawa, Isao, Ishii, Kiyoshi, Jablon, Eric P., Jain, Atul, Kaji, Yuichi, Kapoor, Kapil, Kerényi, Ágnes, Kimura, Kazuhiro, Kishino, Genichiro, Kiss, Katalin, Kitaoka, Takashi, Klancnik, James M., Kobayashi, Namie, Kogo, Jiro, Korda, Vladimir, Kruger, Erik, Kusuhara, Sentaro, Lara, Wilfredo, Laud, Ketan, Lee, Seong, Luu, James, Marcus, Dennis, Mein, Calvin, Meleth, Annal, Milibák, Tibor, Mitamura, Yoshinori, Murata, Toshinori, Noge, Sumiyo, Onoe, Hajime, Osher, James, Papp, András, Parschauer, Justin, Patel, Sugat, Patel, Sunil, Pezda, Matthew, Pirouz, Ashkan, Prasad, Pradeep, Punjabi, Omar, Rao, Llewelyn, Roe, Richard, Schadlu, Ramin, Schneider, Eric, Shah, Ankur, Shah, Milan, Shah, Sandeep, Shah, Sumit, Sharma, Ashish, Sheth, Veeral, Shimura, Masahiko, Singerman, Lawrence, Spital, Georg, Stoltz, Robert, Suan, Eric, Suzuma, Kiyoshi, Takahashi, Hidenori, Takamura, Yoshihiro, Takeuchi, Masaru, Tan, Jeffrey, Thomas, Benjamin, Tóth,-Molnár, Edit, Ueda, Tetsuo, Ushida, Hiroaki, Vajas, Attila, Varma, Deepali, Varsányi, Balázs, Veith, Miroslav, Weber, Pamela, Wee, Raymond, Williams, Geoff, Yamada, Haruhiko, Yonekawa, Yoshihiro, Yoshida, Shigeo, Brown, David M, Boyer, David S, Do, Diana V, Wykoff, Charles C, Sakamoto, Taiji, Win, Peter, Joshi, Sunir, Salehi-Had, Hani, Seres, András, Berliner, Alyson J, Leal, Sergio, Vitti, Robert, Chu, Karen W, Reed, Kimberly, Rao, Rohini, Cheng, Yenchieh, Sun, Wei, Voronca, Delia, Bhore, Rafia, Schmidt-Ott, Ursula, Schmelter, Thomas, Schulze, Andrea, Zhang, Xin, Hirshberg, Boaz, Yancopoulos, George D, Sivaprasad, Sobha ^*

Publikováno v: In The Lancet 23-29 March 2024 403(10432):1153-1163

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