Bo Wang

Faculty Member

Chief Artificial Intelligence (AI) Scientist, University Health Network

Assistant Professor, Department of Laboratory Medicine & Pathobiology, University of Toronto

Canada CIFAR Artificial Intelligence Chair

Dr. Bo Wang is a tenure-track Assistant Professor in the Departments of Computer Science and Laboratory Medicine & Pathobiology at the University of Toronto. He is the inaugural Temerty Professor in AI Research and Education in Medicine. Dr. Wang is the Chief AI scientist at the University Health Network, the largest research hospital in Canada. He also holds a CIFAR AI Chair at Vector Institute. Dr. Wang obtained his PhD from the Department of Computer Science at Stanford University in 2017. Dr. Wang’s research focuses on machine learning, computational biology, and computer vision, with a particular emphasis on their applications in biomedicine. His significant contributions to these fields have led to his recognition through numerous esteemed awards, including the Gairdner Early Career Researcher Award and the Canada Research Chair Award.

Research Interests

  • Machine Learning
  • Computational Biology
  • Computer Vision

Publications

Generative AI could revolutionize health care — but not if control is ceded to big tech

Augustin Toma, Senthujan Senkaiahliyan, Patrick R. Lawler, Barry Rubin, Bo Wang

2023

Deep learning for automatic organ and tumor segmentation in nanomedicine pharmacokinetics

Alex Dhaliwal, Jun Ma, Mark Zheng, Qing Lyu, Maneesha A. Rajora, Shihao Ma, Laura Oliva, Anthony Ku, Michael Valic, Bo Wang, and Gang Zheng

2024

A radiographic score for human donor lungs on ex vivo lung perfusion predicts transplant outcomes

Bonnie T. Chao BASc, Micheal C. McInnis MD, Andrew T. Sage PhD, Jonathan C. Yeung MD PhD, Marcelo Cypel MD, Mingyao Liu MD, Bo Wang PhD, Shaf Keshavjee MD

2024

Segment anything in medical images

Jun Ma, Yuting He, Feifei Li, Lin Han, Chenyu You, Bo Wang

2024

DeepVelo: Deep Learning extends RNA velocity to multi-lineage systems with cell-specific kinetics

Haotian Cui and Hassaan Maan and Michael D Taylor and Bo Wang

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

Artificial intelligence for the echocardiographic assessment of valvular heart disease

Rashmi Nedadur and Bo Wang and Wendy Tsang

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 sequence-to-sequence approach for document-level relation extraction

John Giorgi and Gary D Bader and Bo Wang

2022

BIONIC: biological network integration using convolutions

Duncan T Forster and Sheena C Li and Yoko Yashiroda and Mami Yoshimura and Zhijian Li and Luis Alberto Vega Isuhuaylas and Kaori Itto-Nakama and Daisuke Yamanaka and Yoshikazu Ohya and Hiroyuki Osada and Bo Wang and Gary D Bader and Charles Boone

2022

Comparison of machine learning and the regression-based EHMRG model for predicting early mortality in acute heart failure

David E Austin and Douglas S Lee and Chloe X Wang and Shihao Ma and Xuesong Wang and Joan Porter and Bo Wang

2022

The promise of machine learning applications in solid organ transplantation

Neta Gotlieb and Amirhossein Azhie and Divya Sharma and Ashley Spann and Nan-Ji Suo and Jason Tran and Ani Orchanian-Cheff and Bo Wang and Anna Goldenberg and Michael Chassé and Heloise Cardinal and Joseph Paul Cohen and Andrea Lodi and Melanie Dieude and Mamatha Bhat

2022

Factors associated with SARS-CoV-2 test positivity in long-term care homes: a population-based cohort analysis using machine learning

Douglas S Lee and Chloe X Wang and Finlay A McAlister and Shihao Ma and Anna Chu and Paula A Rochon and Padma Kaul and Peter C Austin and Xuesong Wang and Sunil V Kalmady and Jacob A Udell and Michael J Schull and Barry B Rubin and Bo Wang

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

A graph neural network approach for molecule carcinogenicity prediction

Philip Fradkin and Adamo Young and Lazar Atanackovic and Brendan Frey and Leo J Lee and Bo Wang

2022

One Cell At a Time (OCAT): a unified framework to integrate and analyze single-cell RNA-seq data

Chloe X Wang and Lin Zhang and Bo Wang

2022

Use of wearable technology and deep learning to improve the diagnosis of Brugada syndrome

Shun Liao and Mahmoud Bokhari and Praloy Chakraborty and Adrian Suszko and Gavin Jones and Danna Spears and Michael Gollob and Zhaolei Zhang and Bo Wang and Vijay S Chauhan

2022

Using Deep Convolutional Neural Networks to Automate Classification of Carotid Plaques from Ultrasound Imaging

Nitish Bhatt and Rashmi Nedadur and Blair Warren and Sebastian Mafeld and Sneha Raju and Jason E Fish and Bo Wang and Kathryn L Howe

2022

Machine learning as a new frontier in mitral valve surgical strategy

Rashmi Nedadur and Bo Wang and Wendy Tsang

2022

DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

Lazar Atanackovic and Alexander Tong and Jason Hartford and Leo J Lee and Bo Wang and Yoshua Bengio

2023

NodeCoder: a graph-based machine learning platform to predict active sites of modeled protein structures

2023

Interpretable machine learning for automated left ventricular scar quantification in hypertrophic cardiomyopathy patients

Zeinab Navidi and Jesse Sun and Raymond H Chan and Kate Hanneman and Amna Al-Arnawoot and Alif Munim and Harry Rakowski and Martin S Maron and Anna Woo and Bo Wang and Wendy Tsang

2023

scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using Generative AI

Haotian Cui and Chloe Wang and Hassaan Maan and Bo Wang

2023

scFormer: A Universal Representation Learning Approach for Single-Cell Data Using Transformers

Haotian Cui and Chloe Wang and Hassaan Maan and Nan Duan and Bo Wang

2022

The differential impacts of dataset imbalance in single-cell data integration

Hassaan Maan and Lin Zhang and Chengxin Yu and Michael Geuenich and Kieran R Campbell and Bo Wang

2022

Standardized Radiographic Evaluation of Human Donor Lungs During Ex Vivo Lung Perfusion Predicts Lung Injury and Lung Transplant Outcomes

BT Chao and MC McInnis and AT Sage and J Yeung and M Cypel and M Liu and B Wang and S Keshavjee

2022

The Inclusion of Biomarker Scoring During Ex-Vivo Lung Perfusion Can Improve Organ Utilization and Patient Outcomes-A Retrospective, Single Center Study

The Inclusion of Biomarker Scoring During Ex-Vivo Lung Perfusion Can Improve Organ Utilization and Patient Outcomes-A Retrospective, Single Center Study

2022

InsighTx: A Machine-Learning Model That Accurately Predicts Transplant Outcomes During Ex Vivo Lung Perfusion

AT Sage and AA Shamandy and SH Mousavi and BT Chao and O Nitski and X Zhou and L Del Sorbo and JC Yeung and M Liu and M Cypel and B Wang and S Keshavjee

2022