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Publication search results
found 130 matches
- 2024
- Yogesh K. Dwivedi, Anand Jeyaraj, Laurie Hughes, Gareth H. Davies, Manju Ahuja, Mousa Ahmed Albashrawi, Adil S. Al-Busaidi, Salah A. Al-Sharhan, Khalid Ibrahim Al-Sulaiti, Levent Altinay, Shem Amalaya, Sunil Archak, María Teresa Ballestar, Shonil A. Bhagwat, Anandhi Bharadwaj, Amit Bhushan, Indranil Bose, Pawan Budhwar, Deborah Bunker, Alexandru Capatina, Lemuria D. Carter, Ioanna D. Constantiou, Crispin R. Coombs, Tom Crick, Csaba Csáki, Yves Darnige, Rahul Dé, Rick Delbridge, Rameshwar Dubey, Robin Gauld, Ravikumar Gutti, Marié Hattingh, Arve Haug, Leeya Hendricks, Airo Hino, Cathy H. C. Hsu, Netta Iivari, Marijn Janssen, Ikram Jebabli, Paul Jones, Iris A. Junglas, Abhishek Kaushik, Deepak Khazanchi, Mitsuru Kodama, Sascha Kraus, Vikram Kumar, Christian Maier, F. Tegwen Malik, Machdel Matthee, Ian P. McCarthy, Marco Meier, Bhimaraya A. Metri, Adrian Micu, Angela-Eliza Micu, Santosh K. Misra, Anubhav Mishra, Tonja Molin-Juustila, Leif Oppermann, Nicholas O'Regan, Abhipsa Pal, Neeraj Pandey, Ilias O. Pappas, Andrew Parker, Kavita Pathak, Daniel A. Pienta, Ariana Polyviou, Ramakrishnan Raman, Samuel Ribeiro-Navarrete, Paavo Ritala, Michael Rosemann, Suprateek Sarker, Pallavi Saxena, Daniel Schlagwein, Hergen Schultze, Chitra Sharma, Sujeet Kumar Sharma, Antonis C. Simintiras, Vinay Kumar Singh, Hanlie Smuts, John Soldatos, Manoj Kumar Tiwari, Jason Bennett Thatcher, Cristina Vanberghen, Ákos Varga, Polyxeni Vassilakopoulou, Viswanath Venkatesh, Giampaolo Viglia, Tim Vorley, Michael Wade, Paul Walton:
"Real impact": Challenges and opportunities in bridging the gap between research and practice - Making a difference in industry, policy, and society. Int. J. Inf. Manag. 78: 102750 (2024) - Guanhong Miao, Lei Yu, Jingyun Yang, David A. Bennett, Jinying Zhao, Samuel S. Wu:
Learning from vertically distributed data across multiple sites: An efficient privacy-preserving algorithm for Cox proportional hazards model with variable selection. J. Biomed. Informatics 149: 104581 (2024) - Hilmar P. Sigurdsson, Lisa Alcock, Michael J. Firbank, Ross Wilson, Philip Brown, Ross Maxwell, Elizabeth Bennett, Nicola Pavese, David J. Brooks, Lynn Rochester:
Developing a novel dual-injection FDG-PET imaging methodology to study the functional neuroanatomy of gait. NeuroImage 288: 120531 (2024) - Hang Yuan, Tatiana Plekhanova, Rosemary Walmsley, Amy C. Reynolds, Kathleen J. Maddison, Maja Bucan, Philip Gehrman, Alex V. Rowlands, David W. Ray, Derrick Bennett, Joanne McVeigh, Leon Straker, Peter Eastwood, Simon D. Kyle, Aiden R. Doherty:
Author Correction: Self-supervised learning of accelerometer data provides new insights for sleep and its association with mortality. npj Digit. Medicine 7(1) (2024) - Hang Yuan, Tatiana Plekhanova, Rosemary Walmsley, Amy C. Reynolds, Kathleen J. Maddison, Maja Bucan, Philip Gehrman, Alex V. Rowlands, David W. Ray, Derrick Bennett, Joanne McVeigh, Leon Straker, Peter Eastwood, Simon D. Kyle, Aiden R. Doherty:
Self-supervised learning of accelerometer data provides new insights for sleep and its association with mortality. npj Digit. Medicine 7(1) (2024) - David Leslie, Cami Rincon, Morgan Briggs, Antonella Perini, Smera Jayadeva, Ann Borda, SJ Bennett, Christopher Burr, Mhairi Aitken, Michael A. Katell, Claudia Fischer, Janis Wong, Ismael Kherroubi Garcia:
AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects. CoRR abs/2403.14635 (2024) - David Leslie, Cami Rincon, Morgan Briggs, Antonella Perini, Smera Jayadeva, Ann Borda, SJ Bennett, Christopher Burr, Mhairi Aitken, Michael A. Katell, Claudia Fischer, Janis Wong, Ismael Kherroubi Garcia:
AI Fairness in Practice. CoRR abs/2403.14636 (2024) - David Leslie, Cami Rincon, Morgan Briggs, Antonella Perini, Smera Jayadeva, Ann Borda, SJ Bennett, Christopher Burr, Mhairi Aitken, Michael A. Katell, Claudia Fischer, Janis Wong, Ismael Kherroubi Garcia:
AI Sustainability in Practice Part Two: Sustainability Throughout the AI Workflow. CoRR abs/2403.15404 (2024) - Kyle Dunlap, Kochise Bennett, David van Wijk, Nathaniel Hamilton, Kerianne Hobbs:
Run Time Assured Reinforcement Learning for Six Degree-of-Freedom Spacecraft Inspection. CoRR abs/2406.11795 (2024) - William Patton, Jeff L. Rhoades, Marwan Zouinkhi, David G. Ackerman, Caroline Malin-Mayor, Diane Adjavon, Larissa Heinrich, Davis Bennett, Yurii Zubov, CellMap Project Team, Aubrey V. Weigel, Jan Funke:
DaCapo: a modular deep learning framework for scalable 3D image segmentation. CoRR abs/2408.02834 (2024) - Yuexing Hao, Jason M. Holmes, Jared Hobson, Alexandra Bennett, Daniel K. Ebner, David M. Routman, Satomi Shiraishi, Samir H. Patel, Nathan Y. Yu, Chris L. Hallemeier, Brooke E. Ball, Mark R. Waddle, Wei Liu:
Retrospective Comparative Analysis of Prostate Cancer In-Basket Messages: Responses from Closed-Domain LLM vs. Clinical Teams. CoRR abs/2409.18290 (2024) - 2023
- Hung-Jui Tan, Arlene E. Chung, David Gotz, Allison Deal, Hillary M. Heiling, Randall Teal, Maihan Vu, William D. Meeks, Raymond Fang, Antonia Bennett, Matthew E. Nielsen, Ethan Basch:
Electronic Health Record Use and Perceptions among Urologic Surgeons. Appl. Clin. Inform. 14(2): 279-289 (2023) - Daniel M. Benjamin, Fred Morstatter, Ali E. Abbas, Andrés Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V. Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, K. S. M. Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A. Szekely, Michael D. Ward, Aram Galstyan:
Hybrid forecasting of geopolitical events†. AI Mag. 44(1): 112-128 (2023) - Iman Maghami, Ashley E. Van Beusekom, Lauren E. Hay, Zhiyu Li, Andrew Bennett, Youngdon Choi, Bart Nijssen, Shaowen Wang, David Tarboton, Jonathan L. Goodall:
Building cyberinfrastructure for the reuse and reproducibility of complex hydrologic modeling studies. Environ. Model. Softw. 164: 105689 (2023) - Yanran Wang, J. N. Stroh, George Hripcsak, Cecilia C. Low Wang, Tellen D. Bennett, Julia Wrobel, Caroline Der Nigoghossian, Scott W. Mueller, Jan Claassen, David J. Albers:
A methodology of phenotyping ICU patients from EHR data: High-fidelity, personalized, and interpretable phenotypes estimation. J. Biomed. Informatics 148: 104547 (2023) - Adam Frankish, Silvia Carbonell Sala, Mark Diekhans, Irwin Jungreis, Jane E. Loveland, Jonathan M. Mudge, Cristina Sisu, James C. Wright, Carme Arnan, If Barnes, Abhimanyu Banerjee, Ruth Bennett, Andrew E. Berry, Alexandra Bignell, Carles Boix, Ferriol Calvet Riera, Daniel Cerdán-Vélez, Fiona Cunningham, Claire Davidson, Sarah M. Donaldson, Cagatay Dursun, Reham Fatima, Stefano Giorgetti, Carlos García-Girón, Jose M. Gonzalez, Matthew Hardy, Peter W. Harrison, Thibaut Hourlier, Zoe Hollis, Toby Hunt, Benjamin James, Yunzhe Jiang, Rory Johnson, Mike P. Kay, Julien Lagarde, Fergal J. Martin, Laura Martínez Gómez, Surag Nair, Pengyu Ni, Fernando Pozo, Vivek Ramalingam, Magali Ruffier, Bianca M. Schmitt, Jacob M. Schreiber, Emily Steed, Marie-Marthe Suner, Dulika Sumathipala, Irina Sycheva, Barbara Uszczynska-Ratajczak, Elizabeth Wass, Yucheng T. Yang, Andrew D. Yates, Zahoor Zafrulla, Jyoti Choudhary, Mark Gerstein, Roderic Guigó, Tim J. P. Hubbard, Manolis Kellis, Anshul Kundaje, Benedict Paten, Michael L. Tress, Paul Flicek:
GENCODE: reference annotation for the human and mouse genomes in 2023. Nucleic Acids Res. 51(D1): 942-949 (2023) - Fergal J. Martin, M. Ridwan Amode, Alisha Aneja, Olanrewaju Austine-Orimoloye, Andrey G. Azov, If Barnes, Arne Becker, Ruth Bennett, Andrew E. Berry, Jyothish Bhai, Simarpreet Kaur Bhurji, Alexandra Bignell, Sanjay Boddu, Paulo R. B. Lins, Lucy Brooks, Shashank Budhanuru Ramaraju, Mehrnaz Charkhchi, Alexander Cockburn, Luca Da Rin Fioretto, Claire Davidson, Kamalkumar Jayantilal Dodiya, Sarah M. Donaldson, Bilal El Houdaigui, Tamara El Naboulsi, Reham Fatima, Carlos García-Girón, Thiago Augusto Lopes Genez, Gurpreet S. Ghattaoraya, Jose Gonzalez Martinez, Cristi Guijarro, Matthew Hardy, Zoe Hollis, Thibaut Hourlier, Toby Hunt, Mike P. Kay, Vinay Kaykala, Tuan Le, Diana Lemos, Diego Marques-Coelho, José Carlos Marugán, Gabriela Alejandra Merino, Louisse Paola Mirabueno, Aleena Mushtaq, Syed Nakib Hossain, Denye N. Ogeh, Manoj Pandian Sakthivel, Anne Parker, Malcolm Perry, Ivana Pilizota, Irina Prosovetskaia, José G. Pérez-Silva, Ahamed Imran Abdul Salam, Nuno Saraiva-Agostinho, Helen Schuilenburg, Dan Sheppard, Swati Sinha, Botond Sipos, William Stark, Emily Steed, Ranjit Sukumaran, Dulika Sumathipala, Marie-Marthe Suner, Likhitha Surapaneni, Kyösti Sutinen, Michal Szpak, Francesca Floriana Tricomi, David Urbina-Gómez, Andres Veidenberg, Thomas A. Walsh, Brandon Walts, Elizabeth Wass, Natalie L. Willhoft, Jamie Allen, Jorge Álvarez-Jarreta, Marc Chakiachvili, Bethany Flint, Stefano Giorgetti, Leanne Haggerty, Garth R Ilsley, Jane E. Loveland, Benjamin Moore, Jonathan M. Mudge, John G. Tate, David Thybert, Stephen J. Trevanion, Andrea Winterbottom, Adam Frankish, Sarah E. Hunt, Magali Ruffier, Fiona Cunningham, Sarah Dyer, Robert D. Finn, Kevin L. Howe, Peter W. Harrison, Andrew D. Yates, Paul Flicek:
Ensembl 2023. Nucleic Acids Res. 51(D1): 933-941 (2023) - Yingjuan Wu, Abdur Raquib Ridwan, Mohammad Rakeen Niaz, David A. Bennett, Konstantinos Arfanakis:
High resolution 0.5mm isotropic T1-weighted and diffusion tensor templates of the brain of non-demented older adults in a common space for the MIITRA atlas. NeuroImage 282: 120387 (2023) - David Dufton, Lindsay Bennett, John Wallbank, Ryan R. Neely:
Correcting for Mobile X-Band Weather Radar Tilt Using Solar Interference. Remote. Sens. 15(24): 5637 (2023) - Aron S. Buchman, Tianhao Wang, Shahram Oveisgharan, Andrea R. Zammit, Lei Yu, Peng Li, Kun Hu, Jeffrey M. Hausdorff, Andrew S. P. Lim, David A. Bennett:
Correlates of Person-Specific Rates of Change in Sensor-Derived Physical Activity Metrics of Daily Living in the Rush Memory and Aging Project. Sensors 23(8): 4152 (2023) - Brad W. Hoff, Zane W. Cohick, Burt S. Tilley, John W. Luginsland, David Revelli, Jason Cox, Hammad Irshad, Amanda Snider, Ariel Arndt, Bennett L. Ibey, Daniel A. Enderich, Robert J. Thomas, Jeremy W. McConaha, Matthew A. Franzi, William P. Roach, Donald A. Shiffler:
Observed Reductions in the Infectivity of Bioaerosols Containing Bovine Coronavirus Under Repetitively Pulsed RF Exposure. IEEE Trans. Biomed. Eng. 70(2): 640-649 (2023) - B. Tolleson, Christopher H. Bennett, T. Patrick Xiao, Donald Wilson, Jesse Short, J. Kim, David R. Hughart, Nad Gilbert, Sapan Agarwal, Hugh J. Barnaby, Matthew J. Marinella:
TID Response of an Analog In-Memory Neural Network Accelerator. IRPS 2023: 1-6 - Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Y. Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa S. Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe:
Reflections from the Workshop on AI-Assisted Decision Making for Conservation. CoRR abs/2307.08774 (2023) - 2022
- Elisabeth Dubois, Xiaojun Yuan, Deedee Bennett Gayle, Pallavi Khurana, Thora Knight, Salimah LaForce, David Turetsky, David Wild:
Socially vulnerable populations adoption of technology to address lifestyle changes amid COVID-19 in the US. Data Inf. Manag. 6(2): 100001 (2022) - Alan H. Morris, Christopher Horvat, Brian Stagg, David W. Grainger, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig, Mary Suchyta, James E. Pearl, Antinio Pesenti, Michela Bombino, Eduardo Beck, Katherine A. Sward, Charlene R. Weir, Shobha Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay Nadkarni, Adrienne G. Randolph, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang Hoe Lee, Bennett P. deBoisblanc, Frederick Alan Moore, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff, Peter J. Haug, Ulrike Pielmeier, Stephen Edward Rees, Dan S. Karbing, Steen Andreassen, Eddy Fan, Roberta M. Goldring, Kenneth I Berger, Beno W. Oppenheimer, Eugene Wesley Ely, Brian W. Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Michael R. Pinsky, Brent James, Donald M. Berwick:
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. J. Am. Medical Informatics Assoc. 30(1): 178-194 (2022) - Emily R. Pfaff, Andrew T. Girvin, Davera Gabriel, Kristin Kostka, Michele Morris, Matvey B. Palchuk, Harold P. Lehmann, Benjamin R. C. Amor, Mark Bissell, Katie R. Bradwell, Sigfried Gold, Stephanie S. Hong, Johanna Loomba, Amin Manna, Julie A. McMurry, Emily Niehaus, Nabeel Qureshi, Anita Walden, Xiaohan Tanner Zhang, Richard L. Zhu, Richard A. Moffitt, Christopher G. Chute, William G. Adams, Shaymaa Al-Shukri, Alfred Anzalone, Ahmad Baghal, Tellen D. Bennett, Elmer V. Bernstam, Mark M. Bissell, Brian Bush, Thomas R. Campion Jr., Victor Castro, Jack Chang, Deepa D. Chaudhari, Wenjin Chen, San Chu, James J. Cimino, Keith A. Crandall, Mark Crooks, Sara J. Deakyne Davies, John Dipalazzo, David A. Dorr, Dan Eckrich, Sarah E. Eltinge, Daniel G. Fort, George Golovko, Snehil Gupta, Melissa A. Haendel, Janos G. Hajagos, David A. Hanauer, Brett M. Harnett, Ronald Horswell, Nancy Huang, Steven G. Johnson, Michael Kahn, Kamil Khanipov, Curtis Kieler, Katherine Ruiz De Luzuriaga, Sarah E. Maidlow, Ashley Martinez, Jomol Mathew, James C. McClay, Gabriel McMahan, Brian Melancon, Stéphane M. Meystre, Lucio Miele, Hiroki Morizono, Ray Pablo, Lav P. Patel, Jimmy Phuong, Daniel J. Popham, Claudia P. Pulgarin, Carlos Santos, Indra Neil Sarkar, Nancy Sazo, Soko Setoguchi, Selvin Soby, Sirisha Surampalli, Christine Suver, Uma Maheswara Reddy Vangala, Shyam Visweswaran, James von Oehsen, Kellie M. Walters, Laura K. Wiley, David A. Williams, Adrian H. Zai:
Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative. J. Am. Medical Informatics Assoc. 29(4): 609-618 (2022) - Jason A. Thomas, Randi E. Foraker, Noa Zamstein, Jon D. Morrow, Philip R. O. Payne, Adam B. Wilcox, Melissa A. Haendel, Christopher G. Chute, Kenneth R. Gersing, Anita Walden, Tellen D. Bennett, David A. Eichmann, Justin Guinney, Warren A. Kibbe, Hongfang Liu, Emily R. Pfaff, Peter N. Robinson, Joel H. Saltz, Heidi Spratt, Justin Starren, Christine Suver, Chunlei Wu, Davera Gabriel, Stephanie S. Hong, Kristin Kostka, Harold P. Lehmann, Richard A. Moffitt, Michele Morris, Matvey B. Palchuk, Xiaohan Tanner Zhang, Richard L. Zhu, Benjamin R. C. Amor, Mark M. Bissell, Marshall Clark, Andrew T. Girvin, Adam M. Lee, Robert T. Miller, Kellie M. Walters, Yooree Chae, Connor Cook, Alexandra Dest, Racquel R. Dietz, Thomas Dillon, Patricia A. Francis, Rafael Fuentes, Alexis Graves, Andrew J. Neumann, Shawn T. O'Neil, Usman Sheikh, Andréa M. Volz, Elizabeth Zampino, Christopher P. Austin, Samuel Bozzette, Mariam Deacy, Nicole Garbarini, Michael G. Kurilla, Sam G. Michael, Joni L. Rutter, Meredith Temple-O'Connor, Katie Rebecca Bradwell, Amin Manna, Nabeel Qureshi, Mary Morrison Saltz, Julie A. McMurry, Carolyn T. Bramante, Jeremy Richard Harper, Wenndy Hernandez, Farrukh M. Koraishy, Federico Mariona, Saidulu Mattapally, Amit Saha, Satyanarayana Vedula, Yujuan Fu, Nisha Mathews, Ofer Mendelevitch:
Demonstrating an approach for evaluating synthetic geospatial and temporal epidemiologic data utility: results from analyzing >1.8 million SARS-CoV-2 tests in the United States National COVID Cohort Collaborative (N3C). J. Am. Medical Informatics Assoc. 29(8): 1350-1365 (2022) - Shunxing Bao, Brian D. Boyd, Praitayini Kanakaraj, Karthik Ramadass, Francisco A. C. Meyer, Yuqian Liu, William E. Duett, Yuankai Huo, Ilwoo Lyu, David H. Zald, Seth A. Smith, Baxter P. Rogers, Bennett A. Landman:
Integrating the BIDS Neuroimaging Data Format and Workflow Optimization for Large-Scale Medical Image Analysis. J. Digit. Imaging 35(6): 1576-1589 (2022) - Piroz Bahar, David Nguyen, Muyang Wang, Dumitru Mazilu, Eric E. Bennett, Han Wen:
Online Calibration of a Linear Micro Tomosynthesis Scanner. J. Imaging 8(10): 292 (2022) - Fiona Cunningham, James E. Allen, Jamie Allen, Jorge Álvarez-Jarreta, M. Ridwan Amode, Irina M. Armean, Olanrewaju Austine-Orimoloye, Andrey G. Azov, If Barnes, Ruth Bennett, Andrew E. Berry, Jyothish Bhai, Alexandra Bignell, Konstantinos Billis, Sanjay Boddu, Lucy Brooks, Mehrnaz Charkhchi, Carla A. Cummins, Luca Da Rin Fioretto, Claire Davidson, Kamalkumar Jayantilal Dodiya, Sarah M. Donaldson, Bilal El Houdaigui, Tamara El Naboulsi, Reham Fatima, Carlos García-Girón, Thiago A. L. Genez, Jose Gonzalez Martinez, Cristina Guijarro-Clarke, Arthur Gymer, Matthew Hardy, Zoe Hollis, Thibaut Hourlier, Toby Hunt, Thomas Juettemann, Vinay Kaikala, Mike P. Kay, Ilias Lavidas, Tuan Le, Diana Lemos, José Carlos Marugán, Shamika Mohanan, Aleena Mushtaq, Marc Naven, Denye N. Oheh, Anne Parker, Andrew Parton, Malcolm Perry, Ivana Pilizota, Irina Prosovetskaia, Manoj Pandian Sakthivel, Ahamed Imran Abdul Salam, Bianca M. Schmitt, Helen Schuilenburg, Dan Sheppard, José G. Pérez-Silva, William Stark, Emily Steed, Kyösti Sutinen, Ranjit Sukumaran, Dulika Sumathipala, Marie-Marthe Suner, Michal Szpak, Anja Thormann, Francesca Floriana Tricomi, David Urbina-Gómez, Andres Veidenberg, Thomas A. Walsh, Brandon Walts, Natalie L. Willhoft, Andrea Winterbottom, Elizabeth Wass, Marc Chakiachvili, Bethany Flint, Adam Frankish, Stefano Giorgetti, Leanne Haggerty, Sarah E. Hunt, Garth IIsley, Jane E. Loveland, Fergal J. Martin, Benjamin Moore, Jonathan M. Mudge, Matthieu Muffato, Emily Perry, Magali Ruffier, John G. Tate, David Thybert, Stephen J. Trevanion, Sarah Dyer, Peter W. Harrison, Kevin L. Howe, Andrew D. Yates, Daniel R. Zerbino, Paul Flicek:
Ensembl 2022. Nucleic Acids Res. 50(D1): 988-995 (2022)
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