AI Research Publications

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Quantum-computing-enhanced algorithm unveils potential KRAS inhibitors

Mohammad Ghazi Vakili and Christoph Gorgulla and Jamie Snider and AkshatKumar Nigam and Dmitry Bezrukov and Daniel Varoli and Alex Aliper and Daniil Polykovsky and Krishna M Padmanabha Das and Huel Cox III and Anna Lyakisheva and Ardalan Hosseini Mansob and Zhong Yao and Lela Bitar and Danielle Tahoulas and Dora ÄŒerina and Eugene Radchenko and Xiao Ding and Jinxin Liu and Fanye Meng and Feng Ren and Yudong Cao and Igor Stagljar and Alan Aspuru-Guzik and Alex Zhavoronkov

2025

Discovering structure–property correlations: general discussion

Andy S Anker and Alan Aspuru-Guzik and Chiheb Ben Mahmoud and Sophie Bennett and Ksenia R Briling and Arya Changiarath and Sanggyu Chong and Christopher M Collins and Andrew I Cooper and Daniel Crusius and Kevion K Darmawan and Basita Das and Nicholas David and Graeme M Day and Volker L Deringer and Fernanda Duarte and Annabel Eardley-Brunt and Matthew L Evans and Rob Evans and Ian Fairlamb and Barnabas A Franklin and Jeremy Frey and Alex M Ganose and Mark Goulding and Roohollah Hafizi and Matthijs Hakkennes and Niamh Hickey and Gillian James and Kim E Jelfs and Adarsh V Kalikadien and Venkat Kapil and Zsuzsanna Koczor-Benda and Ferdinand Krammer and Heather J Kulik and Vishank Kumar and Christian Kuttner and Erwin Lam and Yuchen Lou and Eltjo Mante and Jennie Martin and Austin M Mroz and Tahereh Nematiaram and Charles WP Pare and Sarbani Patra and James Proudfoot and Branko Ruscic and Matthew R Ryder and Ken Sakaushi and Jörg Saßmannshausen and Brett M Savoie and Nadine Schneider and Philippe Schwaller and Bastian Bjerkem Skjelstad and Wenhao Sun and Filip T. Szczypinski and Steven Torrisi and Katharina Ueltzen and Shubham Vishnoi and Aron Walsh and Xinwei Wang and Chloe Wilson and Ruiqi Wu and Jakob Zeitler

2025

Discovering chemical structure: general discussion

Alan Aspuru-Guzik and Tim Bechtel and Varinia Bernales and Philip C Biggin and Filippo Bigi and Itamar Borges and Ksenia R Briling and Joshua Cheung and Christopher M Collins and Kevion K Darmawan and Nicholas David and Graeme M Day and Volker L Deringer and Claudia Draxl and Matthew Dyer and Annabel Eardley-Brunt and Rob Evans and Ian Fairlamb and Barnabas A Franklin and Janine George and Mark Goulding and Joanna Grundy and Roohollah Hafizi and Matthijs Hakkennes and Niamh Hickey and Gillian James and Veronika Juraskova and Adarsh V Kalikadien and Venkat Kapil and Heather J Kulik and Vishank Kumar and Christian Kuttner and Magdalena Lederbauer and Yuchen Lou and Eltjo Mante and Liam Marsh and Jennie Martin and Clelia Middleton and Tahereh Nematiaram and Charles WP Pare and Bianca Pasca and Chris J Pickard and Branko Ruscic and Matthew R Ryder and Brett M Savoie and Wenhao Sun and Filip T Szczypinski and Takuya Taniguchi and Steven Torrisi and Shubham Vishnoi and Aron Walsh and Shirui Wang

2025

Discovering synthesis targets: general discussion

Andy S Anker and Alan Aspuru-Guzik and Tim Bechtel and Filippo Bigi and Ksenia R Briling and Basita Das and Nicholas David and Graeme M Day and Volker L Deringer and Matthew Dyer and Annabel Eardley-Brunt and Matthew L Evans and Rob Evans and Barnabas A Franklin and Alex M Ganose and Janine George and Mark Goulding and Niamh Hickey and Gillian James and Adarsh V Kalikadien and Venkat Kapil and Heather J Kulik and Vishank Kumar and Christian Kuttner and Erwin Lam and Magdalena Lederbauer and Yuchen Lou and Jennie Martin and Andres Marulanda Bran and Miriam Mathea and Chris J Pickard and Branko Ruscic and Matthew R Ryder and Victor Sabanza Gil and Philippe Schwaller and Marwin HS Segler and Wenhao Sun and Sara Tanovic and Wojtek Treyde and Aron Walsh and Ruiqi Wu

2025

Crash testing machine learning force fields for molecules, materials, and interfaces: model analysis in the TEA Challenge 2023

Igor Poltavsky and Anton Charkin-Gorbulin and Mirela Puleva and Gregory Fonseca and Ilyes Batatia and Nicholas J Browning and Stefan Chmiela and Mengnan Cui and J Thorben Frank and Stefan Heinen and Bing Huang and Silvan Kaser and Adil Kabylda and Danish Khan and Carolin Muller and Alastair JA Price and Kai Riedmiller and Kai Topfer and Tsz Wai Ko and Markus Meuwly and Matthias Rupp and Gabor Csanyi and O Anatole von Lilienfeld and Johannes T Margraf and Klaus-Robert Muller and Alexandre Tkatchenko

2025

Artificial intelligence for advanced functional materials: Exploring current and future directions

Cristiano Malica and Kostya Novoselov and Amanda S Barnard and Sergei V Kalinin and Steven R Spurgeon and Karsten Reuter and Maite Alducin and Volker L Deringer and Gabor Csanyi and Nicola Marzari and Shirong Huang and Gianaurelio Cuniberti and Qiushi Deng and Pablo Ordejon and Ivan Cole and Kamal Choudhary and Kedar Hippalgaonkar and Ruiming Zhu and O Anatole von Lilienfeld and Mohamed Hibat-Allah and Juan Carrasquilla Alvarez and Giulia Cisotto and Alberto Zancanaro and Wolfgang Wenzel and Andrea C Ferrari and Andrey Ustyuzhanin and Stephan Roche

2025

Gauche: A library for Gaussian processes in chemistry

Ryan-Rhys Griffiths and Leo Klarner and Henry Moss and Aditya Ravuri and Sang Truong and Yuanqi Du and Samuel Stanton and Gary Tom and Bojana Rankovic and Arian Jamasb and Aryan Deshwal and Julius Schwartz and Austin Tripp and Gregory Kell and Simon Frieder and Anthony Bourached and Alex Chan and Jacob Moss and Chengzhi Guo and Johannes Peter Dürholt and Saudamini Chaurasia and Ji Won Park and Felix Strieth-Kalthoff and Bingqing Cheng and Alan Aspuru-Guzik and Philippe Schwaller and Jian Tang

2024

Advancing differential privacy: Where we are now and future directions for real-world deployment

Rachel Cummings and Damien Desfontaines and David Evans and Roxana Geambasu and Yangsibo Huang and Matthew Jagielski and Peter Kairouz and Gautam Kamath and Sewoong Oh and Olga Ohrimenko and Nicolas Papernot and Ryan Rogers and Milan Shen and Shuang Song and Weijie Su and Andreas Terzis and Abhradeep Thakurta and Sergei Vassilvitskii and Yu-Xiang Wang and Li Xiong and Sergey Yekhanin and Da Yu and Huanyu Zhang and Wanrong Zhang

2024

ChatMusician: Understanding and Generating Music Intrinsically with LLM

Ruibin Yuan and Hanfeng Lin and Yi Wang and Zeyue Tian and Shangda Wu and Tianhao Shen and Ge Zhang and Yuhang Wu and Cong Liu and Ziya Zhou and Ziyang Ma and Liumeng Xue and Ziyu Wang and Qin Liu and Tianyu Zheng and Yizhi Li and Yinghao Ma and Yiming Liang and Xiaowei Chi and Ruibo Liu and Zili Wang and Pengfei Li and Jingcheng Wu and Chenghua Lin and Qifeng Liu and Tao Jiang and Wenhao Huang and Wenhu Chen and Emmanouil Benetos and Jie Fu and Gus Xia and Roger Dannenberg and Wei Xue and Shiyin Kang and Yike Guo

2024

Delocalized, asynchronous, closed-loop discovery of organic laser emitters

Felix Strieth-Kalthoff and Han Hao and Vandana Rathore and Joshua Derasp and Theophile Gaudin and Nicholas H Angello and Martin Seifrid and Ekaterina Trushina and Mason Guy and Junliang Liu and Xun Tang and Masashi Mamada and Wesley Wang and Tuul Tsagaantsooj and Cyrille Lavigne and Robert Pollice and Tony C Wu and Kazuhiro Hotta and Leticia Bodo and Shangyu Li and Mohammad Haddadnia and Agnieszka Wolos and Rafal Roszak and Cher Tian Ser and Carlota Bozal-Ginesta and Riley J Hickman and Jenya Vestfrid and Andres Aguilar-Granda and Elena L Klimareva and Ralph C Sigerson and Wenduan Hou and Daniel Gahler and Slawomir Lach and Adrian Warzybok and Oleg Borodin and Simon Rohrbach and Benjamin Sanchez-Lengeling and Chihaya Adachi and Bartosz A Grzybowski and Leroy Cronin and Jason E Hein and Martin D Burke and Alan Aspuru-Guzik

2024

Application of established computational techniques to identify potential SARS-CoV-2 Nsp14-MTase inhibitors in low data regimes

AkshatKumar Nigam and Matthew FD Hurley and Fengling Li and Eva Konkolova and Martin Kli­ma and Jana Trylcova and Robert Pollice and Suleyman Selim Cinaroglu and Roni Levin-Konigsberg and Jasemine Handjaya and Matthieu Schapira and Irene Chau and Sumera Perveen and Ho-Leung Ng and H Umit Kaniskan and Yulin Han and Sukrit Singh and Christoph Gorgulla and Anshul Kundaje and Jian Jin and Vincent A Voelz and Jan Weber and Radim Nencka and Evzen Boura and Masoud Vedadi and Alan Aspuru-Guzik

2024

Performance Prediction of High-Entropy Perovskites La0.8Sr0.2MnxCoyFezO3 with Automated High-Throughput Characterization of Combinatorial Libraries and Machine Learning

Carlota Bozal-Ginesta and Juande Sirvent and Giulio Cordaro and Sarah Fearn and Sergio Pablo-Garcia and Francesco Chiabrera and Changhyeok Choi and Lisa Laa and Marc Núñez and Andrea Cavallaro and Fjorelo Buzi and Ainara Aguadero and Guilhem Dezanneau and John Kilner and Alex Morata and Federico Baiutti and Alan Alán Aspuru-Guzik and Albert Tarancón

2024

Using games to understand the mind

Kelsey Allen and Franziska Brandle and Matthew Botvinick and Judith E Fan and Samuel J Gershman and Alison Gopnik and Thomas L Griffiths and Joshua K Hartshorne and Tobias U Hauser and Mark K Ho and Joshua R de Leeuw and Wei Ji Ma and Kou Murayama and Jonathan D Nelson and Bas van Opheusden and Thomas Pouncy and Janet Rafner and Iyad Rahwan and Robb B Rutledge and Jacob Sherson and Ozgur Simsek and Hugo Spiers and Christopher Summerfield and Mirko Thalmann and Natalia Velez and Andrew J Watrous and Joshua B Tenenbaum and Eric Schulz

2024

Abstract PO2-23-07: Three-dimensional navigated mass spectrometry for intraoperative margin assessment during breast cancer surgery

Martin Kaufmann and Amoon Jamzad and Tamas Ungi and Jessica R Rodgers and Teaghan Koster and Chris Yeung and Josh Ehrlich and Alice Santilli and Mark Asselin and Natasja Janssen and Julie McMullen and Kathryn Solberg and Joanna Cheesman and Alessia Di Carlo and Kevin Yi Mi Ren and Sonal Varma and Shaila Merchant and Cecil Jay Engel and G Ross Walker and Andrea Gallo and Doris Jabs and Parvin Mousavi and Gabor Fichtinger and John F Rudan

2024

Many-shot jailbreaking

Cem Anil and Esin Durmus and Nina Panickssery and Mrinank Sharma and Joe Benton and Sandipan Kundu and Joshua Batson and Meg Tong and Jesse Mu and Daniel Ford and Francesco Mosconi and Rajashree Agrawal and Rylan Schaeffer and Naomi Bashkansky and Samuel Svenningsen and Mike Lambert and Ansh Radhakrishnan and Carson Denison and Evan Hubinger and Yuntao Bai and Trenton Bricken and Timothy Maxwell and Nicholas Schiefer and James Sully and Alex Tamkin and Tamera Lanham and Karina Nguyen and Tomek Korbak and Jared Kaplan and Deep Ganguli and Samuel Bowman and Ethan Perez and Roger B Grosse and David K Duvenaud

2024

Managing extreme AI risks amid rapid progress

Yoshua Bengio and Geoffrey Hinton and Andrew Yao and Dawn Song and Pieter Abbeel and Trevor Darrell and Yuval Noah Harari and Ya-Qin Zhang and Lan Xue and Shai Shalev-Shwartz and Gillian Hadfield and Jeff Clune and Tegan Maharaj and Frank Hutter and Atılım Gunes Baydin and Sheila McIlraith and Qiqi Gao and Ashwin Acharya and David Krueger and Anca Dragan and Philip Torr and Stuart Russell and Daniel Kahneman and Jan Brauner and Soren Mindermann

2024

Federated benchmarking of medical artificial intelligence with MedPerf

Alexandros Karargyris and Renato Umeton and Micah J Sheller and Alejandro Aristizabal and Johnu George and Anna Wuest and Sarthak Pati and Hasan Kassem and Maximilian Zenk and Ujjwal Baid and Prakash Narayana Moorthy and Alexander Chowdhury and Junyi Guo and Sahil Nalawade and Jacob Rosenthal and David Kanter and Maria Xenochristou and Daniel J Beutel and Verena Chung and Timothy Bergquist and James Eddy and Abubakar Abid and Lewis Tunstall and Omar Sanseviero and Dimitrios Dimitriadis and Yiming Qian and Xinxing Xu and Yong Liu and Rick Siow Mong Goh and Srini Bala and Victor Bittorf and Sreekar Reddy Puchala and Biagio Ricciuti and Soujanya Samineni and Eshna Sengupta and Akshay Chaudhari and Cody Coleman and Bala Desinghu and Gregory Diamos and Debo Dutta and Diane Feddema and Grigori Fursin and Xinyuan Huang and Satyananda Kashyap and Nicholas Lane and Indranil Mallick and FeTS Consortium and BraTS-2020 Consortium and AI4SafeChole Consortium and Pietro Mascagni and Virendra Mehta and Cassiano Ferro Moraes and Vivek Natarajan and Nikola Nikolov and Nicolas Padoy and Gennady Pekhimenko and Vijay Janapa Reddi and G Anthony Reina and Pablo Ribalta and Abhishek Singh and Jayaraman J Thiagarajan and Jacob Albrecht and Thomas Wolf and Geralyn Miller and Huazhu Fu and Prashant Shah and Daguang Xu and Poonam Yadav and David Talby and Mark M Awad and Jeremy P Howard and Michael Rosenthal and Luigi Marchionni and Massimo Loda and Jason M Johnson and Spyridon Bakas and Peter Mattson

2023

Drug Discovery in Low Data Regimes: Leveraging a Computational Pipeline for the Discovery of Novel SARS-CoV-2 Nsp14-MTase Inhibitors

AkshatKumar Nigam and Matthew FD Hurley and Fengling Li and Eva Konkoǐová and Martin Klíma and Jana Trylčová and Robert Pollice and Süleyman Selim Çinaroǧlu and Roni Levin-Konigsberg and Jasemine Handjaya and Matthieu Schapira and Irene Chau and Sumera Perveen and Ho-Leung Ng and H Ümit Kaniskan and Yulin Han and Sukrit Singh and Christoph Gorgulla and Anshul Kundaje and Jian Jin and Vincent A Voelz and Jan Weber and Radim Nencka and Evzen Boura and Masoud Vedadi and Alán Aspuru-Guzik

2023

Artificial intelligence for science in quantum, atomistic, and continuum systems

Xuan Zhang and Limei Wang and Jacob Helwig and Youzhi Luo and Cong Fu and Yaochen Xie and Meng Liu and Yuchao Lin and Zhao Xu and Keqiang Yan and Keir Adams and Maurice Weiler and Xiner Li and Tianfan Fu and Yucheng Wang and Haiyang Yu and YuQing Xie and Xiang Fu and Alex Strasser and Shenglong Xu and Yi Liu and Yuanqi Du and Alexandra Saxton and Hongyi Ling and Hannah Lawrence and Hannes Stärk and Shurui Gui and Carl Edwards and Nicholas Gao and Adriana Ladera and Tailin Wu and Elyssa F Hofgard and Aria Mansouri Tehrani and Rui Wang and Ameya Daigavane and Montgomery Bohde and Jerry Kurtin and Qian Huang and Tuong Phung and Minkai Xu and Chaitanya K Joshi and Simon V Mathis and Kamyar Azizzadenesheli and Ada Fang and Alán Aspuru-Guzik and Erik Bekkers and Michael Bronstein and Marinka Zitnik and Anima Anandkumar and Stefano Ermon and Pietro Liò and Rose Yu and Stephan Günnemann and Jure Leskovec and Heng Ji and Jimeng Sun and Regina Barzilay and Tommi Jaakkola and Connor W Coley and Xiaoning Qian and Xiaofeng Qian and Tess Smidt and Shuiwang Ji

2023

Kubric: A scalable dataset generator

Klaus Greff and Francois Belletti and Lucas Beyer and Carl Doersch and Yilun Du and Daniel Duckworth and David J Fleet and Dan Gnanapragasam and Florian Golemo and Charles Herrmann and Thomas Kipf and Abhijit Kundu and Dmitry Lagun and Issam Laradji and Henning Meyer and Yishu Miao and Derek Nowrouzezahrai and Cengiz Oztireli and Etienne Pot and Noha Radwan and Daniel Rebain and Sara Sabour and Mehdi SM Sajjadi and Matan Sela and Vincent Sitzmann and Austin Stone and Deqing Sun and Suhani Vora and Ziyu Wang and Tianhao Wu and Kwang Moo Yi and Fangcheng Zhong and Andrea Tagliasacchi

2022

Biological underpinnings for lifelong learning machines

Dhireesha Kudithipudi and Mario Aguilar-Simon and Jonathan Babb and Maxim Bazhenov and Douglas Blackiston and Josh Bongard and Andrew P Brna and Suraj Chakravarthi Raja and Nick Cheney and Jeff Clune and Anurag Daram and Stefano Fusi and Peter Helfer and Leslie Kay and Nicholas Ketz and Zsolt Kira and Soheil Kolouri and Jeffrey L Krichmar and Sam Kriegman and Michael Levin and Sandeep Madireddy and Santosh Manicka and Ali Marjaninejad and Bruce McNaughton and Risto Miikkulainen and Zaneta Navratilova and Tej Pandit and Alice Parker and Praveen K Pilly and Sebastian Risi and Terrence J Sejnowski and Andrea Soltoggio and Nicholas Soures and Andreas S Tolias and Darío Urbina-Meléndez and Francisco J Valero-Cuevas and Gido M van de Ven and Joshua T Vogelstein and Felix Wang and Ron Weiss and Angel Yanguas-Gil and Xinyun Zou and Hava Siegelmann

2022

CanDIG: Federated network across Canada for multi-omic and health data discovery and analysis

Matthew Osmond and Taila Hartley and David A Dyment and Kristin D Kernohan and Michael Brudno and Orion J Buske and A Micheil Innes and Kym M Boycott and Kym Boycott and Francois Bernier and Clara van Karnebeek and David Dyment and Kristin Kernohan and Micheil Innes and Ryan Lamont and Jillian Parboosingh and Deborah Marshall and Christian Marshall and Roberto Mendoza and James Dowling and Robin Hayeems and Bartha Knoppers and Anna Lehman and Sara Mostafavi

2022

Outcome of over 1500 matches through the Matchmaker Exchange for rare disease gene discovery: The 2-year experience of Care4Rare Canada

Matthew Osmond and Taila Hartley and David A Dyment and Kristin D Kernohan and Michael Brudno and Orion J Buske and A Micheil Innes and Kym M Boycott and Kym Boycott and Francois Bernier and Clara van Karnebeek and David Dyment and Kristin Kernohan and Micheil Innes and Ryan Lamont and Jillian Parboosingh and Deborah Marshall and Christian Marshall and Roberto Mendoza and James Dowling and Robin Hayeems and Bartha Knoppers and Anna Lehman and Sara Mostafavi

2022

Transitioning from testbeds to ships: an experience study in deploying the TIPPERS Internet of Things platform to the US Navy

Dave Archer and Michael A August and Georgios Bouloukakis and Christopher Davison and Mamadou H Diallo and Dhrubajyoti Ghosh and Christopher T Graves and Michael Hay and Xi He and Peeter Laud and Steve Lu and Ashwin Machanavajjhala and Sharad Mehrotra and Gerome Miklau and Alisa Pankova and Shantanu Sharma and Nalini Venkatasubramanian and Guoxi Wang and Roberto Yus

2022

The machine learning for combinatorial optimization competition (ml4co): Results and insights

Maxime Gasse and Simon Bowly and Quentin Cappart and Jonas Charfreitag and Laurent Charlin and Didier Chételat and Antonia Chmiela and Justin Dumouchelle and Ambros Gleixner and Aleksandr M Kazachkov and Elias Khalil and Pawel Lichocki and Andrea Lodi and Miles Lubin and Chris J Maddison and Morris Christopher and Dimitri J Papageorgiou and Augustin Parjadis and Sebastian Pokutta and Antoine Prouvost and Lara Scavuzzo and Giulia Zarpellon and Linxin Yang and Sha Lai and Akang Wang and Xiaodong Luo and Xiang Zhou and Haohan Huang and Shengcheng Shao and Yuanming Zhu and Dong Zhang and Tao Quan and Zixuan Cao and Yang Xu and Zhewei Huang and Shuchang Zhou and Chen Binbin and He Minggui and Hao Hao and Zhang Zhiyu and An Zhiwu and Mao Kun

2022

Spatiotemporal transcriptomic atlas of mouse organogenesis using DNA nanoball-patterned arrays

Ao Chen and Sha Liao and Mengnan Cheng and Kailong Ma and Liang Wu and Yiwei Lai and Xiaojie Qiu and Jin Yang and Jiangshan Xu and Shijie Hao and Xin Wang and Huifang Lu and Xi Chen and Xing Liu and Xin Huang and Zhao Li and Yan Hong and Yujia Jiang and Jian Peng and Shuai Liu and Mengzhe Shen and Chuanyu Liu and Quanshui Li and Yue Yuan and Xiaoyu Wei and Huiwen Zheng and Weimin Feng and Zhifeng Wang and Yang Liu and Zhaohui Wang and Yunzhi Yang and Haitao Xiang and Lei Han and Baoming Qin and Pengcheng Guo and Guangyao Lai and Pura Muñoz-Cánoves and Patrick H Maxwell and Jean Paul Thiery and Qing-Feng Wu and Fuxiang Zhao and Bichao Chen and Mei Li and Xi Dai and Shuai Wang and Haoyan Kuang and Junhou Hui and Liqun Wang and Ji-Feng Fei and Ou Wang and Xiaofeng Wei and Haorong Lu and Bo Wang and Shiping Liu and Ying Gu and Ming Ni and Wenwei Zhang and Feng Mu and Ye Yin and Huanming Yang and Michael Lisby and Richard J Cornall and Jan Mulder and Mathias Uhlén and Miguel A Esteban and Yuxiang Li and Longqi Liu and Xun Xu and Jian Wang

2022

Whole-genome sequencing reveals host factors underlying critical COVID-19

Athanasios Kousathanas and Erola Pairo-Castineira and Konrad Rawlik and Alex Stuckey and Christopher A Odhams and Susan Walker and Clark D Russell and Tomas Malinauskas and Yang Wu and Jonathan Millar and Xia Shen and Katherine S Elliott and Fiona Griffiths and Wilna Oosthuyzen and Kirstie Morrice and Sean Keating and Bo Wang and Daniel Rhodes and Lucija Klaric and Marie Zechner and Nick Parkinson and Afshan Siddiq and Peter Goddard and Sally Donovan and David Maslove and Alistair Nichol and Malcolm G Semple and Tala Zainy and Fiona Maleady-Crowe and Linda Todd and Shahla Salehi and Julian Knight and Greg Elgar and Georgia Chan and Prabhu Arumugam and Christine Patch and Augusto Rendon and David Bentley and Clare Kingsley and Jack A Kosmicki and Julie E Horowitz and Aris Baras and Goncalo R Abecasis and Manuel AR Ferreira and Anne Justice and Tooraj Mirshahi and Matthew Oetjens and Daniel J Rader and Marylyn D Ritchie and Anurag Verma and Tom A Fowler and Manu Shankar-Hari and Charlotte Summers and Charles Hinds and Peter Horby and Lowell Ling and Danny McAuley and Hugh Montgomery and Peter JM Openshaw and Paul Elliott and Timothy Walsh and Albert Tenesa and Guy’s and St Thomas’ Hospital team Arbane Gill 62 Bociek Aneta 62 Campos Sara 62 Grau Neus 62 Jones Tim Owen 62 Lim Rosario 62 Marotti Martina 62 Ostermann Marlies 62 Shankar-Hari Manu 62 Whitton Christopher 62 and James Cook University Hospital team Bonner Stephen 64 Hugill Keith 64 Jones Jessica 64 Liggett Steven 64 Headlam Evie 64 and Royal Stoke University Hospital team Bandla Nageswar 65 Gellamucho Minnie 65 Davies Michelle 65 Thompson Christopher 65 and Royal Liverpool University Hospital team Fernandez-Roman Jaime 68 Hamilton David O. 68 Johnson Emily 68 Johnston Brian 68 Martinez Maria Lopez 68 Mulla Suleman 68 Shaw David 68 Waite Alicia AC 68 Waugh Victoria 68 Welters Ingeborg D. 68 Williams Karen 68 and Charing Cross Hospital team Antcliffe David 70 Banach Dorota 70 Brett Stephen 70 Coghlan Phoebe 70 Fernandez Ziortza 70 Gordon Anthony 70 Rojo Roceld 70 Arias Sonia Sousa 70 Templeton Maie 70 and Nottingham University Hospital team Meredith Megan 71 Morris Lucy 71 Ryan Lucy 71 Clark Amy 71 Sampson Julia 71 Peters Cecilia 71 Dent Martin 71 Langley Margaret 71 Ashraf Saima 71 Wei Shuying 71 Andrew Angela 71 and John Radcliffe Hospital team Bashyal Archana 72 Davidson Neil 72 Hutton Paula 72 McKechnie Stuart 72 Wilson Jean 72 and Royal Infirmary of Edinburgh team Andrew Gillian 75 Baillie J. Kenneth 75 Barclay Lucy 75 Callaghan Marie 75 Campbell Rachael 75 Clark Sarah 75 Hope Dave 75 Marshall Lucy 75 McCulloch Corrienne 75 Briton Kate 75 Singleton Jo 75 Birch Sophie 75 and Queen Alexandra Hospital team Brimfield Lutece 76 Daly Zoe 76 Pogson David 76 Rose Steve 76 Nown Angela 76 and Morriston Hospital team Battle Ceri 77 Brinkworth Elaine 77 Harford Rachel 77 Murphy Carl 77 Newey Luke 77 Rees Tabitha 77 Williams Marie 77 Arnold Sophie 77 and Addenbrooke’s Hospital team Polgarova Petra 78 Stroud Katerina 78 Summers Charlotte 78 Meaney Eoghan 78 Jones Megan 78 Ng Anthony 78 Agrawal Shruti 78 Pathan Nazima 78 White Deborah 78 Daubney Esther 78 Elston Kay 78 and BHRUT (Barking Havering)—Queen’s Hospital and King George Hospital team Grauslyte Lina 79 Hussain Musarat 79 Phull Mandeep 79 Pogreban Tatiana 79 Rosaroso Lace 79 Salciute Erika 79 Franke George 79 Wong Joanna 79 George Aparna 79 and Royal Sussex County Hospital team de Gordoa Laura Ortiz-Ruiz 80 Peasgood Emily 80 Phillips Claire 80 and Queen Elizabeth Hospital team Bates Michelle 81 Dasgin Jo 81 Gill Jaspret 81 Nilsson Annette 81 Scriven James 81 Collins Amy 82 Khaliq Waqas 82 Gude Estefania Treus 82 and Stepping Hill Hospital team Bennett Sara 84 Goodwin Emma 84 Jackson Matthew 84 Kent Alissa 84 Tibke Clare 84 Woodyatt Wiesia 84 Zaki Ahmed 84 and Tunbridge Wells Hospital and Maidstone Hospital team Davey Miriam 87 Golden David 87 Seaman Rebecca 87 and Royal Gwent Hospital team Cherian Shiney 88 Cutler Sean 88 Heron Anne Emma 88 Roynon-Reed Anna 88 Szakmany Tamas 88 Williams Gemma 88 Richards Owen 88 Cheema Yusuf 88 and Royal Berkshire NHS Foundation Trust team Brunton Mark 90 Caterson Jess 90 Coles Holly 90 Frise Matthew 90 Rai Sabi Gurung 90 Jacques Nicola 90 Keating Liza 90 Tilney Emma 90 Bartley Shauna 90 Bhuie Parminder 90 and Broomfield Hospital team Gibson Sian 91 Lyle Amanda 91 McNeela Fiona 91 Radhakrishnan Jayachandran 91 Hughes Alistair 91 and Northumbria Healthcare NHS Foundation Trust team Yates Bryan 92 Reynolds Jessica 92 Campbell Helen 92 Thompsom Maria 92 Dodds Steve 92 Duffy Stacey 92 and Whiston Hospital team Greer Sandra 93 Shuker Karen 93 Tridente Ascanio 93 and Croydon University Hospital team Khade Reena 94 Sundar Ashok 94 Tsinaslanidis George 94 and York Hospital team Birkinshaw Isobel 95 Carter Joseph 95 Howard Kate 95 Ingham Joanne 95 Joy Rosie 95 Pearson Harriet 95 Roche Samantha 95 Scott Zoe 95 and Heartlands Hospital team Bancroft Hollie 96 Bellamy Mary 96 Carmody Margaret 96 Daglish Jacqueline 96 Moore Faye 96 Rhodes Joanne 96 Sangombe Mirriam 96 Kadiri Salma 96 Scriven James 96 and Ashford and St Peter’s Hospital team Croft Maria 97 White Ian 97 Frost Victoria 97 Aquino Maia 97 and Barnet Hospital team Jha Rajeev 98 Krishnamurthy Vinodh 98 Lim Lai 98 Lim Li 98 and East Surrey Hospital team Combes Edward 99 Joefield Teishel 99 Monnery Sonja 99 Beech Valerie 99 Trotman Sallyanne 99 and Ninewells Hospital team Almaden-Boyle Christine 100 Austin Pauline 100 Cabrelli Louise 100 Cole Stephen 100 Casey Matt 100 Chapman Susan 100 Whyte Clare 100 and Southampton General Hospital team Criste Kristine 103 Cusack Rebecca 103 Golder Kim 103 Golding Hannah 103 Jones Oliver 103 Leggett Samantha 103 Male Michelle 103 Marani Martyna 103 Prager Kirsty 103 Williams Toran 103 Roberts Belinda 103 Salmon Karen 103 and Blackpool Victoria Hospital team Benham Leonie 106 Bradshaw Zena 106 Brown Joanna 106 Caswell Melanie 106 Cupitt Jason 106 Melling Sarah 106 Preston Stephen 106 Slawson Nicola 106 Stoddard Emma 106 Warden Scott 106 and Royal Glamorgan Hospital team Deacon Bethan 107 Lynch Ceri 107 Pothecary Carla 107 Roche Lisa 107 Howe Gwenllian Sera 107 Singh Jayaprakash 107 Turner Keri 107 Ellis Hannah 107 Stroud Natalie 107 and Royal Oldham Hospital team Hunt Jodie 108 Dearden Joy 108 Dobson Emma 108 Drummond Andy 108 Mulcahy Michelle 108 Munt Sheila 108 O’Connor Grainne 108 Philbin Jennifer 108 Rishton Chloe 108 Tully Redmond 108 Winnard Sarah 108 and Glasgow Royal Infirmary team Cathcart Susanne 109 Duffy Katharine 109 Puxty Alex 109 Puxty Kathryn 109 Turner Lynne 109 Ireland Jane 109 Semple Gary 109 and St James’s University Hospital and Leeds General Infirmary team Long Kate 110 Whiteley Simon 110 Wilby Elizabeth 110 Ogg Bethan 110 and University Hospital North Durham team Cowton Amanda 111 112 Kay Andrea 111 112 Kent Melanie 111 112 Potts Kathryn 111 112 Wilkinson Ami 111 112 Campbell Suzanne 111 112 Brown Ellen 111 112 and Fairfield General Hospital team Melville Julie 113 Naisbitt Jay 113 Joseph Rosane 113 Lazo Maria 113 Walton Olivia 113 Neal Alan 113 and Wythenshawe Hospital team Alexander Peter 114 Allen Schvearn 114 Bradley-Potts Joanne 114 Brantwood Craig 114 Egan Jasmine 114 Felton Timothy 114 Padden Grace 114 Ward Luke 114 Moss Stuart 114 Glasgow Susannah 114 and Royal Alexandra Hospital team Abel Lynn 115 Brett Michael 115 Digby Brian 115 Gemmell Lisa 115 Hornsby James 115 MacGoey Patrick 115 O’Neil Pauline 115 Price Richard 115 Rodden Natalie 115 Rooney Kevin 115 Sundaram Radha 115 Thomson Nicola 115 and Good Hope Hospital team Hopkins Bridget 116 Scriven James 116 Thrasyvoulou Laura 116 Willis Heather 116 and Tameside General Hospital team Clark Martyn 117 Coulding Martina 117 Jude Edward 117 McCormick Jacqueline 117 Mercer Oliver 117 Potla Darsh 117 Rehman Hafiz 117 Savill Heather 117 Turner Victoria 117 and Royal Derby Hospital team Downes Charlotte 118 Holding Kathleen 118 Riches Katie 118 Hilton Mary 118 Hayman Mel 118 Subramanian Deepak 118 Daniel Priya 118 and Medway Maritime Hospital team Adanini Oluronke 119 Bhatia Nikhil 119 Msiska Maines 119 Collins Rebecca 119 and Poole Hospital team Camsooksai Julie 121 Humphrey Charlotte 121 Jenkins Sarah 121 Reschreiter Henrik 121 Wadams Beverley 121 Death Yasmin 121 and Queens Hospital Burton team Bell Gillian 123 English Katy 123 Katary Amro 123 Wilcox Louise 123 and Aberdeen Royal Infirmary team Allan Angela 125 Anderson Felicity 125 Kaye Callum 125 Liew Jade 125 Medhora Jasmine 125 Scott Teresa 125 Trumper Erin 125 Botello Adriana 125 and Derriford Hospital team Lankester Liana 126 Nikitas Nikitas 126 Wells Colin 126 Stowe Bethan 126 Spencer Kayleigh 126 and Manchester Royal Infirmary team Brandwood Craig 127 Smith Lara 127 Clark Richard 127 Birchall Katie 127 Kolakaluri Laurel 127 Baines Deborah 127 Sukumaran Anila 127 and William Harvey Hospital team Cosier Tracey 129 Millen Gemma 129 Richardson Neil 129 Schumacher Natasha 129 Weston Heather 129 Rand James 129 and Queen Elizabeth University Hospital team Baxter Nicola 130 Henderson Steven 130 Kennedy-Hay Sophie 130 McParland Christopher 130 Rooney Laura 130 Sim Malcolm 130 McCreath Gordan 130 and Bristol Royal Infirmary team Bewley Jeremy 132 Garland Zoe 132 Grimmer Lisa 132 Gumbrill Bethany 132 Johnson Rebekah 132 Sweet Katie 132 Webster Denise 132 Efford Georgia 132 and Norfolk and Norwich University Hospital (NNUH) team Convery Karen 133 Fottrell-Gould Deirdre 133 Hudig Lisa 133 Keshet-Price Jocelyn 133 Randell Georgina 133 Stammers Katie 133 and Queen Elizabeth Hospital Gateshead team Bokhari Maria 134 Linnett Vanessa 134 Lucas Rachael 134 McCormick Wendy 134 Ritzema Jenny 134 Sanderson Amanda 134 Wild Helen 134 and Sunderland Royal Hospital team Rostron Anthony 135 Roy Alistair 135 Woods Lindsey 135 Cornell Sarah 135 Wakinshaw Fiona 135 Rogerson Kimberley 135 Jarmain Jordan 135 and Aintree University Hospital team Parker Robert 136 Reddy Amie 136 Turner-Bone Ian 136 Wilding Laura 136 Harding Peter 136 and Hull Royal Infirmary team Abernathy Caroline 137 Foster Louise 137 Gratrix Andrew 137 Martinson Vicky 137 Parkinson Priyai 137 Stones Elizabeth 137 Carbral-Ortega Llucia 138 and University College Hospital team Bercades Georgia 139 Brealey David 139 Hass Ingrid 139 MacCallum Niall 139 Martir Gladys 139 Raith Eamon 139 Reyes Anna 139 Smyth Deborah 139 and Royal Devon and Exeter Hospital team Zitter Letizia 140 Benyon Sarah 140 Marriott Suzie 140 Park Linda 140 Keenan Samantha 140 Gordon Elizabeth 140 Quinn Helen 140 Baines Kizzy 140 and Royal Papworth Hospital team Cagova Lenka 141 Fofano Adama 141 Garner Lucie 141 Holcombe Helen 141 Mepham Sue 141 Mitchell Alice Michael 141 Mwaura Lucy 141 Praman Krithivasan 141 Vuylsteke Alain 141 Zamikula Julie 141 and Ipswich Hospital team Purewal Bally 142 Rivers Vanessa 142 Bell Stephanie 142 and Southmead Hospital team Blakemore Hayley 143 Borislavova Borislava 143 Faulkner Beverley 143 Gendall Emma 143 Goff Elizabeth 143 Hayes Kati 143 Thomas Matt 143 Worner Ruth 143 Smith Kerry 143 Stephens Deanna 143 and Milton Keynes University Hospital team Mew Louise 144 Mwaura Esther 144 Stewart Richard 144 Williams Felicity 144 Wren Lynn 144 Sutherland Sara-Beth 144 and Royal Hampshire County Hospital team Bevan Emily 145 Martin Jane 145 Trodd Dawn 145 Watson Geoff 145 Wrey Brown Caroline 145 and Stoke Mandeville Hospital team Burn Iona 147 Hambrook Geraldine 147 Manso Katarina 147 Penn Ruth 147 Shanmugasundaram Pradeep 147 Tebbutt Julie 147 Thornton Danielle 147 and University Hospital of Wales team Cole Jade 148 Davies Michelle 148 Davies Rhys 148 Duffin Donna 148 Hill Helen 148 Player Ben 148 Thomas Emma 148 Williams Angharad 148 and Basingstoke and North Hampshire Hospital team Griffin Denise 149 Muchenje Nycola 149 Mupudzi Mcdonald 149 Partridge Richard 149 Conyngham Jo-Anna 149 Thomas Rachel 149 Wright Mary 149 Corral Maria Alvarez 149 and Arrowe Park Hospital team Jacob Reni 150 Jones Cathy 150 Denmade Craig 150 and Chesterfield Royal Hospital Foundation Trust team Beavis Sarah 151 Dale Katie 151 Gascoyne Rachel 151 Hawes Joanne 151 Pritchard Kelly 151 Stevenson Lesley 151 Whileman Amanda 151 and Musgrove Park Hospital team Doble Patricia 152 Hutter Joanne 152 Pawley Corinne 152 Shovelton Charmaine 152 Vaida Marius 152 and Peterborough City Hospital team Butcher Deborah 153 154 O’Sullivan Susie 153 154 Butterworth-Cowin Nicola 153 154

2022

Cell transcriptomic atlas of the non-human primate Macaca fascicularis

Lei Han and Xiaoyu Wei and Chuanyu Liu and Giacomo Volpe and Zhenkun Zhuang and Xuanxuan Zou and Zhifeng Wang and Taotao Pan and Yue Yuan and Xiao Zhang and Peng Fan and Pengcheng Guo and Yiwei Lai and Ying Lei and Xingyuan Liu and Feng Yu and Shuncheng Shangguan and Guangyao Lai and Qiuting Deng and Ya Liu and Liang Wu and Quan Shi and Hao Yu and Yunting Huang and Mengnan Cheng and Jiangshan Xu and Yang Liu and Mingyue Wang and Chunqing Wang and Yuanhang Zhang and Duo Xie and Yunzhi Yang and Yeya Yu and Huiwen Zheng and Yanrong Wei and Fubaoqian Huang and Junjie Lei and Waidong Huang and Zhiyong Zhu and Haorong Lu and Bo Wang and Xiaofeng Wei and Fengzhen Chen and Tao Yang and Wensi Du and Jing Chen and Shibo Xu and Juan An and Carl Ward and Zongren Wang and Zhong Pei and Chi-Wai Wong and Xiaolei Liu and Huafeng Zhang and Mingyuan Liu and Baoming Qin and Axel Schambach and Joan Isern and Liqiang Feng and Yan Liu and Xiangyu Guo and Zhen Liu and Qiang Sun and Patrick H Maxwell and Nick Barker and Pura Muñoz-Cánoves and Ying Gu and Jan Mulder and Mathias Uhlen and Tao Tan and Shiping Liu and Huanming Yang and Jian Wang and Yong Hou and Xun Xu and Miguel A Esteban and Longqi Liu

2022

Colony stimulating factor-1 producing endothelial cells and mesenchymal stromal cells maintain monocytes within a perivascular bone marrow niche

Takuo Emoto and Jessie Lu and Tharini Sivasubramaniyam and Hassaan Maan and Aniqa B Khan and Amina A Abow and Stephanie A Schroer and Sharon J Hyduk and Marwan G Althagafi and Trevor D McKee and Fred Fu and Shiva Shabro and Antigona Ulndreaj and Felix Chiu and Elvira Paneda and Shaun Pacheco and Tao Wang and Angela Li and Jean X Jiang and Peter Libby and Mansoor Husain and Bo Wang and Barry B Rubin and Myron I Cybulsky and Clinton S Robbins

2022

A biomarker assay to risk-stratify patients with symptoms of respiratory tract infection

Shahid Husain and Andrew T Sage and Lorenzo Del Sorbo and Marcelo Cypel and Tereza Martinu and Stephen C Juvet and Andrea Mariscal and Julie Wright and Bonnie T Chao and Alaa A Shamandy and S Hossein Mousavi and Jin Ma and Bo Wang and Jerome Valero and Mingyao Liu and Megan Landes and Sharaniyaa Balachandran and Kimberley Hudson and Michelle Ngai and Marialessia Capuano and Maria Gelardi and Enrico Lupia and Daniel R Marinowic and Frederico O Friedrich and Carine RR Schmitz and Leticya SM Dos Santos and Florencia M Barbe-Tuana and Marcus H Jones and Kevin C Kain and Tony Mazzulli and Sam Sabbah and Shaf Keshavjee

2022

Software for the frontiers of quantum chemistry: An overview of developments in the Q-Chem 5 package

Evgeny Epifanovsky and Andrew TB Gilbert and Xintian Feng and Joonho Lee and Yuezhi Mao and Narbe Mardirossian and Pavel Pokhilko and Alec F White and Marc P Coons and Adrian L Dempwolff and Zhengting Gan and Diptarka Hait and Paul R Horn and Leif D Jacobson and Ilya Kaliman and Jörg Kussmann and Adrian W Lange and Ka Un Lao and Daniel S Levine and Jie Liu and Simon C McKenzie and Adrian F Morrison and Kaushik D Nanda and Felix Plasser and Dirk R Rehn and Marta L Vidal and Zhi-Qiang You and Ying Zhu and Bushra Alam and Benjamin J Albrecht and Abdulrahman Aldossary and Ethan Alguire and Josefine H Andersen and Vishikh Athavale and Dennis Barton and Khadiza Begam and Andrew Behn and Nicole Bellonzi and Yves A Bernard and Eric J Berquist and Hugh GA Burton and Abel Carreras and Kevin Carter-Fenk and Romit Chakraborty and Alan D Chien and Kristina D Closser and Vale Cofer-Shabica and Saswata Dasgupta and Marc De Wergifosse and Jia Deng and Michael Diedenhofen and Hainam Do and Sebastian Ehlert and Po-Tung Fang and Shervin Fatehi and Qingguo Feng and Triet Friedhoff and James Gayvert and Qinghui Ge and Gergely Gidofalvi and Matthew Goldey and Joe Gomes and Cristina E González-Espinoza and Sahil Gulania and Anastasia O Gunina and Magnus WD Hanson-Heine and Phillip HP Harbach and Andreas Hauser and Michael F Herbst and Mario Hernández Vera and Manuel Hodecker and Zachary C Holden and Shannon Houck and Xunkun Huang and Kerwin Hui and Bang C Huynh and Maxim Ivanov and Ádám Jász and Hyunjun Ji and Hanjie Jiang and Benjamin Kaduk and Sven Kähler and Kirill Khistyaev and Jaehoon Kim and Gergely Kis and Phil Klunzinger and Zsuzsanna Koczor-Benda and Joong Hoon Koh and Dimitri Kosenkov and Laura Koulias and Tim Kowalczyk and Caroline M Krauter and Karl Kue and Alexander Kunitsa and Thomas Kus and István Ladjánszki and Arie Landau and Keith V Lawler and Daniel Lefrancois and Susi Lehtola and Run R Li and Yi-Pei Li and Jiashu Liang and Marcus Liebenthal and Hung-Hsuan Lin and You-Sheng Lin and Fenglai Liu and Kuan-Yu Liu and Matthias Loipersberger and Arne Luenser and Aaditya Manjanath and Prashant Manohar and Erum Mansoor and Sam F Manzer and Shan-Ping Mao and Aleksandr V Marenich and Thomas Markovich and Stephen Mason and Simon A Maurer and Peter F McLaughlin and Maximilian FSJ Menger and Jan-Michael Mewes and Stefanie A Mewes and Pierpaolo Morgante and J Wayne Mullinax and Katherine J Oosterbaan and Garrette Paran and Alexander C Paul and Suranjan K Paul and Fabijan Pavošević and Zheng Pei and Stefan Prager and Emil I Proynov and Ádám Rák and Eloy Ramos-Cordoba and Bhaskar Rana and Alan E Rask and Adam Rettig and Ryan M Richard and Fazle Rob and Elliot Rossomme and Tarek Scheele and Maximilian Scheurer and Matthias Schneider and Nickolai Sergueev and Shaama M Sharada and Wojciech Skomorowski and David W Small and Christopher J Stein and Yu-Chuan Su

2021

An Alternative to the Light Touch Digital Health Remote Study: The Stress and Recovery in Frontline COVID-19 Health Care Workers Study

Sarah M Goodday and Emma Karlin and Alexandria Alfarano and Alexa Brooks and Carol Chapman and Rachelle Desille and Daniel R Karlin and Hoora Emami and Nancy Fugate Woods and Adrien Boch and Luca Foschini and Mackenzie Wildman and Francesca Cormack and Nick Taptiklis and Abhishek Pratap and Marzyeh Ghassemi and Anna Goldenberg and Sujay Nagaraj and Elaine Walsh and Stephen Friend

2021

Population-based incidence of invasive pneumococcal disease in children and adults in Ontario and British Columbia, 2002–2018: A Canadian Immunization Research Network (CIRN) study

Sharifa Nasreen and Jun Wang and Jeffrey C Kwong and Natasha S Crowcroft and Manish Sadarangani and Sarah E Wilson and Allison McGeer and James D Kellner and Caroline Quach and Shaun K Morris and Beate Sander and Julianne V Kus and Monika Naus and Linda Hoang and Frank Rudzicz and Shaza Fadel and Fawziah Marra

2021

An Alternative to the Light Touch Digital Health Remote Study: The Stress and Recovery in Frontline COVID-19 Health Care Workers Study

Sarah M Goodday and Emma Karlin and Alexandria Alfarano and Alexa Brooks and Carol Chapman and Rachelle Desille and Daniel R Karlin and Hoora Emami and Nancy Fugate Woods and Adrien Boch and Luca Foschini and Mackenzie Wildman and Francesca Cormack and Nick Taptiklis and Abhishek Pratap and Marzyeh Ghassemi and Anna Goldenberg and Sujay Nagaraj and Elaine Walsh and Stephen Friend

2021

GA4GH: International policies and standards for data sharing across genomic research and healthcare

Heidi L Rehm and Angela JH Page and Lindsay Smith and Jeremy B Adams and Gil Alterovitz and Lawrence J Babb and Maxmillian P Barkley and Michael Baudis and Michael JS Beauvais and Tim Beck and Jacques S Beckmann and Sergi Beltran and David Bernick and Alexander Bernier and James K Bonfield and Tiffany F Boughtwood and Guillaume Bourque and Sarion R Bowers and Anthony J Brookes and Michael Brudno and Matthew H Brush and David Bujold and Tony Burdett and Orion J Buske and Moran N Cabili and Daniel L Cameron and Robert J Carroll and Esmeralda Casas-Silva and Debyani Chakravarty and Bimal P Chaudhari and Shu Hui Chen and J Michael Cherry and Justina Chung and Melissa Cline and Hayley L Clissold and Robert M Cook-Deegan and Mélanie Courtot and Fiona Cunningham and Miro Cupak and Robert M Davies and Danielle Denisko and Megan J Doerr and Lena I Dolman and Edward S Dove and L Jonathan Dursi and Stephanie OM Dyke and James A Eddy and Karen Eilbeck and Kyle P Ellrott and Susan Fairley and Khalid A Fakhro and Helen V Firth and Michael S Fitzsimons and Marc Fiume and Paul Flicek and Ian M Fore and Mallory A Freeberg and Robert R Freimuth and Lauren A Fromont and Jonathan Fuerth and Clara L Gaff and Weiniu Gan and Elena M Ghanaim and David Glazer and Robert C Green and Malachi Griffith and Obi L Griffith and Robert L Grossman and Tudor Groza and Jaime M Guidry Auvil and Roderic Guigó and Dipayan Gupta and Melissa A Haendel and Ada Hamosh and David P Hansen and Reece K Hart and Dean Mitchell Hartley and David Haussler and Rachele M Hendricks-Sturrup and Calvin WL Ho and Ashley E Hobb and Michael M Hoffman and Oliver M Hofmann and Petr Holub and Jacob Shujui Hsu and Jean-Pierre Hubaux and Sarah E Hunt and Ammar Husami and Julius O Jacobsen and Saumya S Jamuar and Elizabeth L Janes and Francis Jeanson and Aina Jené and Amber L Johns and Yann Joly and Steven JM Jones and Alexander Kanitz and Kazuto Kato and Thomas M Keane and Kristina Kekesi-Lafrance and Jerome Kelleher and Giselle Kerry and Seik-Soon Khor and Bartha M Knoppers and Melissa A Konopko and Kenjiro Kosaki and Martin Kuba and Jonathan Lawson and Rasko Leinonen and Stephanie Li and Michael F Lin and Mikael Linden and Xianglin Liu and Isuru Udara Liyanage and Javier Lopez and Anneke M Lucassen and Michael Lukowski and Alice L Mann and John Marshall and Michele Mattioni and Alejandro Metke-Jimenez and Anna Middleton and Richard J Milne and Fruzsina Molnár-Gábor and Nicola Mulder and Monica C Munoz-Torres and Rishi Nag and Hidewaki Nakagawa and Jamal Nasir and Arcadi Navarro and Tristan H Nelson and Ania Niewielska and Amy Nisselle and Jeffrey Niu and Tommi H Nyrönen and Brian D O’Connor and Sabine Oesterle and Soichi Ogishima and Vivian Ota Wang and Laura AD Paglione and Emilio Palumbo and Helen E Parkinson and Anthony A Philippakis and Angel D Pizarro and Andreas Prlic and Jordi Rambla and Augusto Rendon and Renee A Rider and Peter N Robinson and Kurt W Rodarmer

2021

A Canadian Study of Cisplatin Metabolomics and Nephrotoxicity (ACCENT): A Clinical Research Protocol

Anshika Jain and Ryan Huang and Jasmine Lee and Natasha Jawa and Yong Jin Lim and Mike Guron and Sharon Abish and Paul C Boutros and Michael Brudno and Bruce Carleton and Geoffrey DE Cuvelier and Lakshman Gunaratnam and Cheryl Ho and Khosrow Adeli and Sara Kuruvilla and Giles Lajoie and Geoffrey Liu and Paul C Nathan and Shahrad Rod Rassekh and Michael Rieder and Sushrut S Waikar and Stephen A Welch and Matthew A Weir and Eric Winquist and David S Wishart and Alexandra P Zorzi and Tom Blydt-Hansen and Michael Zappitelli and Bradley Urquhart

2021

Characterizing genetic intra-tumor heterogeneity across 2,658 human cancer genomes

Stefan C Dentro and Ignaty Leshchiner and Kerstin Haase and Maxime Tarabichi and Jeff Wintersinger and Amit G Deshwar and Kaixian Yu and Yulia Rubanova and Geoff Macintyre and Jonas Demeulemeester and Ignacio Vázquez-García and Kortine Kleinheinz and Dimitri G Livitz and Salem Malikic and Nilgun Donmez and Subhajit Sengupta and Pavana Anur and Clemency Jolly and Marek Cmero and Daniel Rosebrock and Steven E Schumacher and Yu Fan and Matthew Fittall and Ruben M Drews and Xiaotong Yao and Thomas BK Watkins and Juhee Lee and Matthias Schlesner and Hongtu Zhu and David J Adams and Nicholas McGranahan and Charles Swanton and Gad Getz and Paul C Boutros and Marcin Imielinski and Rameen Beroukhim and S Cenk Sahinalp and Yuan Ji and Martin Peifer and Inigo Martincorena and Florian Markowetz and Ville Mustonen and Ke Yuan and Moritz Gerstung and Paul T Spellman and Wenyi Wang and Quaid D Morris and David C Wedge and Peter Van Loo and Santiago Gonzalez and David D Bowtell and Peter J Campbell and Shaolong Cao and Elizabeth L Christie and Yupeng Cun and Kevin J Dawson and Roland Eils and Dale W Garsed and Gavin Ha and Lara Jerman and Henry Lee-Six and Thomas J Mitchell and Layla Oesper and Myron Peto and Benjamin J Raphael and Adriana Salcedo and Ruian Shi and Seung Jun Shin and Lincoln D Stein and Oliver Spiro and Shankar Vembu and David A Wheeler and Tsun-Po Yang

2021

Synthesizing Environment-Aware Activities via Activity Sketches

Y. Liao, X. Puig, M. Boben, A. Torralba, and S. Fidler

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019

Extracting relevant information from physician-patient dialogues for automated clinical note taking

S. Jeblee, F. Khattak, N. Crampton, M. Mamdani, and F. Rudzicz

LOUHI: International Workshop on Health Text Mining and Information Analysis 2019

Object Instance Annotation with Deep Extreme Level Set Evolution

Z. Wang, H. Ling, D. Acuna, A. Kar, and S. Fidler

CVPR 2019

Creative Flow+ Dataset

M. Shugrina, Z. Liand, A. Kar, J. Li, A. Singh, K. Singh, et al.

CVPR 2019

Efficient Graph Generation with Graph Recurrent Attention Networks

R. Liao, Y. Li, Y. Song, S. Wang, C. Nash, W. L. Hamilton, et al.

Advances in Neural Information Processing Systems (NeurIPS) 2019

Predicting ICU transfers using text messages between nurses and doctors

F. Khattak, C. Pou-Prom, R. Wu, and F. Rudzicz

ClinicalNLP 2019 2019

AutoScribe: Extracting clinically pertinent information from patient-clinician dialogues

F. Khattak, S. Jeblee, N. Crampton, M. Mamdani, and F. Rudzicz

MedInfo 2019

Development of a ternary hybrid fNIRS-EEG brain-computer interface based on imagined speech

A. Sereshkey, R. Yousefi, A. W. F Rudzicz, and T. Chau

Brain-Computer Interfaces (Accepted) 2019

Accessible data, health AI, and the human right to benefit from science and its applications

M. Ghassemi, A. Goldenberg, Q. Morris, F. Rudzicz, B. Wang, R. Zemel, et al.

Health Law in Canada 2019 40(1):37-43

A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI

Viknesh Sounderajah and Hutan Ashrafian and Sherri Rose and Nigam H Shah and Marzyeh Ghassemi and Robert Golub and Charles E Kahn and Andre Esteva and Alan Karthikesalingam and Bilal Mateen and Dale Webster and Dan Milea and Daniel Ting and Darren Treanor and Dominic Cushnan and Dominic King and Duncan McPherson and Ben Glocker and Felix Greaves and Leanne Harling and Johan Ordish and Jérémie F Cohen and Jon Deeks and Mariska Leeflang and Matthew Diamond and Matthew DF McInnes and Melissa McCradden and Michael D Abràmoff and Pasha Normahani and Sheraz R Markar and Stephanie Chang and Xiaoxuan Liu and Susan Mallett and Shravya Shetty and Alastair Denniston and Gary S Collins and David Moher and Penny Whiting and Patrick M Bossuyt and Ara Darzi

2019

The more fine-grained the better for transfer learning

F. Mahdisoltani, G. Berger, W. Gharbieh, R. Memisevic, and D. Fleet

NeurIPS Workshop on Modeling and Decision Making in the Spatiotemporal Domain 2018

Creating the CARE\_RATE interface through multi-modal participatory design with caregivers of people with dementia

P. Chauhan, J. Boger, T. Hussein, S. Moon, F. Rudzicz, and J. Polgar

11th World Conference of the International Society for Gerontechnology (ISG2018), St. Petersburg, FL 2018

Feasibility Of Using Android Smartwatches For Nearly Continuous Monitoring Of Patients With COPD

R. Wu, D. Liaqat, E. Lara, T. Son, F. Rudzicz, H. Alshaer, et al.

Proceedings of the American Thoracic Society 2018

Similarity Network Fusion: A Novel Application to Making Clinical Diagnoses

A. Zizzo, L. Erdman, B. Feldman, and A. Goldenberg

Rheumatic Disease Clinics of North America; v44 n2; doi: 10.1016/j.rdc.2018.01.005. 2018