IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency

Autor: Ghafouri, Saeid, Razavi, Kamran, Salmani, Mehran, Sanaee, Alireza, Lorido-Botran, Tania, Wang, Lin, Doyle, Joseph, Jamshidi, Pooyan

Publikováno v: Journal of Systems Research, 4(1) (2024)

Efficiently optimizing multi-model inference pipelines for fast, accurate, and cost-effective inference is a crucial challenge in machine learning production systems, given their tight end-to-end latency requirements. To simplify the exploration of t

Externí odkaz: http://arxiv.org/abs/2308.12871

Invasive intraductal oncocytic papillary neoplasms (IOPN) and adenocarcimoma arising from intraductal papillary mucinous neoplasms (A-IPMN) of the pancreas: comparative analysis of clinicopathological features, patterns of recurrence and survival: a multicentre study

Autor: Lucocq, James, Haugk, Beate, Joseph, Nejo, Hawkyard, Jake, White, Steve, Mownah, Omar, Menon, Krishna, Furukawa, Takaki, Inoue, Yosuke, Hirose, Yuki, Sasahira, Naoki, Mittal, Anubhav, Samra, Jas, Sheen, Amy, Feretis, Michael, Balakrishnan, Anita, Ceresa, Carlo, Davidson, Brian, Pande, Rupaly, Dasari, Bobby V.M., Tanno, Lulu, Karavias, Dimitrios, Helliwell, Jack, Young, Alistair, Nunes, Quentin, Urbonas, Tomas, Silva, Michael, Gordon-Weeks, Alex, Barrie, Jenifer, Gomez, Dhanny, van Laarhoven, Stijn, Nawara, Hossam, Doyle, Joseph, Bhogal, Ricky, Harrison, Ewen, Roalso, Marcus, Zaharia, Claudia, Ciprani, Debora, Aroori, Somaiah, Ratnayake, Bathiya, Koea, Jonathan, Capurso, Gabriele, Bellotti, Ruben, Stättner, Stefan, Alsaoudi, Tareq, Bhardwaj, Neil, Jeffery, Fraser, Connor, Saxon, Cameron, Andrew, Jamieson, Nigel, Roberts, Keith, Soreide, Kjetil, Gill, Anthony J., Pandanaboyana, Sanjay

Publikováno v: In HPB November 2024 26(11):1421-1428

Five-year recurrence/survival after pancreatoduodenectomy for pancreatic adenocarcinoma: does pre-existing diabetes matter? Results from the Recurrence After Whipple's (RAW) study

Autor: Lead Unit, Aroori, Somaiah, Labib, Peter L., Russell, Thomas B., Streeter, Adam, Denson, Jemimah, Puckett, Mark, Zhou, Shang-Ming, Browning, Matthew, Collaborating Units, Ausania, Fabio, Gonzalez-Abos, Carolina, Pando, Elizabeth, Fernandes, Nair, Moller, Elsa G., Taboada, Cristina D., Roberts, Keith, Pande, Rupaly, Alfarah, Jameel, Kausar, Ambareen, Bandyopadhyay, Samik, Abdelrahim, Ahmed, Khan, Ayesha, Mavroeidis, Vasileios K., Jordan, Caitlin, Rees, Jonathan R.E., Marangoni, Gabriele, Blege, Harry, Thomasset, Sarah, Cambridge, William, White, Olga, Frampton, Adam, Blacker, Sarah, Blackburn, Jessie, Sweeney, Casie, Lykoudis, Pavlos, Field, Daniel, Gouda, Mohammed, Maglione, Manuel, Bellotti, Ruben, Alhaboob, Nassir, Hamid, Hytham K.S., Bari, Hassaan, Ahmed, Hassan, Smith, Andrew, Moriarty, Catherine, White, Louise, Priestley, Mark, Bode, Kerry, Sharp, Judith, Wragg, Rosie, Jackson, Beverley, Craven, Samuel, Spalding, Duncan, Fehervari, Matyas, Pai, Madhava, Alghazawi, Laith, Onifade, Anjola, Srinivasan, Parthi, Ribaud, Julliette, Nair, Ashitha, Mariathasan, Michael, Grayson, Niamh, Davidson, Brian, Pericleous, Stephanos, Patel, Krishna, Shaw, Conrad, Morare, Nolitha, Zaban, Mohamad K., Bhogal, Ricky, Doyle, Joseph, Croagh, Daniel, Rajagopalan, Ashray, Dominguez, Ismael, Guerrero, Alan, Moguel, Andre, Chan, Carlos, Thakkar, Rohan, Jones, Michael, Buckley, Edward, Akter, Nasreen, Treherne, Kyle, Gomez, Dhanny, Gordon, Gregory, Silva, Michael, Hughes, Daniel, Urbonas, Tomas, Lapolla, Pierfrancesco, Mingoli, Andrea, Brachini, Gioia, Caronna, Roberto, Chirletti, Piero, Porcu, Alberto, Perra, Teresa, Shah, Nehal S., Abd Kahar, Nurul N., Hall, Thomas, Nadeem, Nabeegh, Hamady, Zaed, Karar, Shoura, Arshad, Ali, Al-Sarrieh, Bilal, Yarwood, Adam, Hammoda, Mohammed, Serrablo, Alejandro, Artigas, Maria, Paterna-López, Sandra, Roberts, Keith J., Thomasset, Sarah C., Frampton, Adam E., Smith, Andrew M., Davidson, Brian R., Bhogal, Ricky H., Silva, Michael A., Hamady, Zaed Z.R.

Publikováno v: In HPB August 2024 26(8):981-989

Viral hepatitis testing and treatment in community pharmacies: a systematic review and meta-analysis

Autor: Hayes, Mark J., Beavon, Emma, Traeger, Michael W., Dillon, John F., Radley, Andrew, Nielsen, Suzanne, Byrne, Christopher J., Richmond, Jacqui, Higgs, Peter, Hellard, Margaret E., Doyle, Joseph S.

Publikováno v: In eClinicalMedicine March 2024 69

Changes in incidence of hepatitis C virus reinfection and access to direct-acting antiviral therapies in people with HIV from six countries, 2010–19: an analysis of data from a consortium of prospective cohort studies

Autor: Hellard, Margaret E, Sacks-Davis, Rachel, van Santen, Daniela K, Stewart, Ashleigh, Ke, Tianhui, Zhang, Yanqin, Stoove, Mark, Guy, Rebecca, Pedrana, Alisa, Asselin, Jason, Dawe, Joshua, Wilkinson, Anna, Boyd, Anders, Smit, Colette, van der Valk, Marc, Schinkel, Janke, Wittkop, Linda, Salmon, Dominique, Sogni, Philippe, Esterle, Laure, Gilbert, Camille, Merchadou, Laurence, Gillet, Stephanie, Khan, Coralie, Bonnet, Fabrice, Leleux, Olivier, Le Marec, Fabien, Perrier, Adelaide, Matthews, Gail, Shaw, Ineke, Martinello, Marianne, Applegate, Tanya, Carson, Joanne, Doyle, Joseph S, Harney, Brendan, Bryant, Melissa, Jarrin Vera, Inmaculada, Berenguer, Juan, Alejos, Belen, Lazarus, Jeffrey V, Moreno, Cristina, Izquierdo, Rebecca, Rava, Marta, Klein, Marina, Wang, Shouao, Lumia, Jessica, Pexos, Costa, Peiris, Hansi, Saeed, Sahar, Moodie, Erica, Young, Jim, Pick, Neora, Conway, Brian, Hull, Mark, Wong, Alex, Gill, John, Barrett, Lisa, Cohen, Jeff, Cox, Joseph, Cote, Pierre, Haider, Shariq, Rouleau, Danielle, Vachon, Marie-Louise, Rachlis, Anita, Sandre, Roger, Walmsley, Sharon, Sadr, Aida, Cooper, Curtis, Sanche, Steve, Rauch, Andri, Mugglin, Catrina, Salazar-Viscaya, Luisa, Kusejko, Katharina, Prins, Maria, Hage, Kris, Lacombe, Karine, Requena, Maria-Bernada, Girard, Pierre-Marie, Brucker, Matthieu, Vincensini, Jean-Paul, Jarrin, Inmaculada, Requena, Maria-Bernarda, Matthews, Gail V, Martin, Natasha K, Spelman, Tim, Hellard, Margaret

Publikováno v: In The Lancet HIV February 2024 11(2):e106-e116