Research on Extended Reality (XR) and Artificial Intelligence (AI) is booming, which has led to an emerging body of literature in their intersection. However, the main topics in this intersection are unclear, as are the benefits of combining XR and AI. This paper presents a scoping review that highlights how XR is applied in AI research and vice versa. We screened 2619 publications from 203 international venues published between 2017 and 2021, followed by an in-depth review of 311 papers. Based on our review, we identify five main topics at the intersection of XR and AI, showing how research at the intersection can benefit each other. Furthermore, we present a list of commonly used datasets, software, libraries, and models to help researchers interested in this intersection. Finally, we present 13 research opportunities and recommendations for future work in XR and AI research.
机构:
Univ Toronto, Fac Med, Toronto, ON, Canada
Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON, CanadaUniv Toronto, Fac Med, Toronto, ON, Canada
Kirubarajan, Abirami
Taher, Ahmed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Div Emergency Med, Dept Med, Toronto, ON, CanadaUniv Toronto, Fac Med, Toronto, ON, Canada
Taher, Ahmed
Khan, Shawn
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Fac Med, Toronto, ON, CanadaUniv Toronto, Fac Med, Toronto, ON, Canada
Khan, Shawn
Masood, Sameer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Div Emergency Med, Dept Med, Toronto, ON, Canada
Univ Hlth Network, Toronto Gen Hosp, Res Inst, Toronto, ON, CanadaUniv Toronto, Fac Med, Toronto, ON, Canada
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, 67 Burton St, Darlinghurst, NSW 2010, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Osie, Gabriel
Kaul, Rhea Darbari
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Kaul, Rhea Darbari
Alvarado, Raquel
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ New South Wales, St Vincents Healthcare Clin Campus, Fac Med & Hlth, Sch Clin Med, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Alvarado, Raquel
Katsoulotos, Gregory
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ Sydney, Woolcock Inst, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Katsoulotos, Gregory
Rimmer, Janet
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ Sydney, Woolcock Inst, Sydney, Australia
Notre Dame Univ, Fac Med, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Rimmer, Janet
Kalish, Larry
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ Sydney, Concord Gen Hosp, Dept Otolaryngol Head & Neck Surg, Sydney, Australia
Univ Sydney, Fac Med, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Kalish, Larry
Campbell, Raewyn G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Macquarie Univ, Fac Med Hlth & Human Sci, Sydney, Australia
Royal Prince Alfred Hosp, Dept Otolaryngol Head & Neck Surg, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Campbell, Raewyn G.
论文数: 引用数:
h-index:
机构:
Sacks, Raymond
Harvey, Richard J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
Univ New South Wales, St Vincents Healthcare Clin Campus, Fac Med & Hlth, Sch Clin Med, Sydney, Australia
Macquarie Univ, Fac Med Hlth & Human Sci, Sydney, AustraliaUniv New South Wales, Appl Med Res Ctr, Rhinol & Skull Base Res Grp, Sydney, Australia
机构:
Univ Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Univ Toronto, Inst Life Course & Aging, Toronto, ON, Canada
Univ Hlth Network, Toronto Rehabil Inst, KITE Res Inst, Toronto, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Chu, Charlene H.
Leslie, Kathleen
论文数: 0引用数: 0
h-index: 0
机构:
Athabasca Univ, Fac Hlth Disciplines, Athabasca, AB, Canada
Canadian Hlth Workforce Network, Ottawa, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Leslie, Kathleen
Shi, Jiamin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Univ Toronto, Dalla Lana Sch Publ Hlth, Toronto, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Shi, Jiamin
Nyrup, Rune
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Leverhulme Ctr Future Intelligence, Cambridge, EnglandUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Nyrup, Rune
Bianchi, Andria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Toronto Rehabil Inst, KITE Res Inst, Toronto, ON, Canada
Univ Toronto, Dalla Lana Sch Publ Hlth, Toronto, ON, Canada
Univ Hlth Network, Dept Clin & Org Eth, Toronto, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Bianchi, Andria
Khan, Shehroz S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hlth Network, Toronto Rehabil Inst, KITE Res Inst, Toronto, ON, Canada
Univ Toronto, Inst Biomed Engn, Toronto, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Khan, Shehroz S.
论文数: 引用数:
h-index:
机构:
Rahimi, Samira Abbasgholizadeh
Lyn, Alexandra
论文数: 0引用数: 0
h-index: 0
机构:
Athabasca Univ, Fac Hlth Disciplines, Athabasca, AB, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
Lyn, Alexandra
Grenier, Amanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Inst Life Course & Aging, Toronto, ON, Canada
Univ Toronto, Factor Inwentash Fac Social Work, Toronto, ON, Canada
Baycrest Hosp, Toronto, ON, CanadaUniv Toronto, Lawrence S Bloomberg Fac Nursing, 155 Coll St,Unit 130, Toronto, ON M5T 1P8, Canada
机构:
All India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, IndiaAll India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, India
Nemani, Sugandhi
Goyal, Shilpa
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, IndiaAll India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, India
Goyal, Shilpa
Sharma, Ankur
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Trauma & Emergency, Jodhpur, Rajasthan, IndiaAll India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, India
Sharma, Ankur
Kothari, Nikhil
论文数: 0引用数: 0
h-index: 0
机构:
All India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, IndiaAll India Inst Med Sci, Dept Anaesthesiol & Crit Care, Jodhpur, Rajasthan, India
机构:
Univ Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Wu, Xizhi
Oniani, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Oniani, David
Shao, Zejia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Grainger Coll Engn, Siebel Sch Comp & Data Sci, Champaign, IL USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Shao, Zejia
Arciero, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Skidmore Coll, Dept Hlth & Human Physiol Sci, Saratoga Springs, NY USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Arciero, Paul
论文数: 引用数:
h-index:
机构:
Sivarajkumar, Sonish
Hilsman, Jordan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Hilsman, Jordan
Mohr, Alex E.
论文数: 0引用数: 0
h-index: 0
机构:
Arizona State Univ, Coll Hlth Solut, Phoenix, AZ USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Mohr, Alex E.
Ibe, Stephanie
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Ibe, Stephanie
Moharir, Minal
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Stanford, CA USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Moharir, Minal
Li, Li-Jia
论文数: 0引用数: 0
h-index: 0
机构:
HealthUnity Corp, Palo Alto, CA USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Li, Li-Jia
Jain, Ramesh
论文数: 0引用数: 0
h-index: 0
机构:
HealthUnity Corp, Palo Alto, CA USA
Univ Calif Irvine, Dept Comp Sci, Irvine, CA USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Jain, Ramesh
Chen, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Mayo Clin, Dept Quantitat Hlth Sci, Rochester, MN USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
Chen, Jun
Wang, Yanshan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USAUniv Pittsburgh, Dept Hlth Informat Management, Pittsburgh, PA 15260 USA
机构:
Eastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USA
Horgan, Rebecca
Nehme, Lea
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USA
Nehme, Lea
Abuhamad, Alfred
论文数: 0引用数: 0
h-index: 0
机构:
Eastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USAEastern Virginia Med Sch, Dept Obstet & Gynecol, Div Maternal Fetal Med, Norfolk, VA 23507 USA