|
🐢
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International evaluation of an AI system for breast cancer screening
31 auth.
S. McKinney,
M. Sieniek,
Varun Godbole,
Jonathan Godwin,
Natasha Antropova,
H. Ashrafian,
T. Back,
Mary Chesus,
Greg C. Corrado,
A. Darzi,
M. Etemadi,
Florencia Garcia-Vicente,
F. Gilbert,
M. Halling-Brown,
D. Hassabis,
...
Sunny Jansen,
A. Karthikesalingam,
Christopher J. Kelly,
Dominic King,
J. Ledsam,
David S. Melnick,
Hormuz Mostofi,
L. Peng,
J. Reicher,
Bernardino Romera-Paredes,
R. Sidebottom,
Mustafa Suleyman,
Daniel Tse,
K. Young,
J. Fauw,
S. Shetty
|
10 |
2020 |
10
🐢
|
|
🐢
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End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography
12 auth.
Diego Ardila,
A. Kiraly,
Sujeeth Bharadwaj,
Bokyung Choi,
J. Reicher,
L. Peng,
...
Daniel Tse,
M. Etemadi,
Wenxing Ye,
G. Corrado,
D. Naidich,
S. Shetty
|
10 |
2019 |
10
🐢
|
|
🐢
|
Chest Radiograph Interpretation with Deep Learning Models: Assessment with Radiologist-adjudicated Reference Standards and Population-adjusted Evaluation.
14 auth.
A. Majkowska,
Sid Mittal,
David F. Steiner,
J. Reicher,
S. McKinney,
Gavin E Duggan,
Krish Eswaran,
Po-Hsuan Cameron Chen,
Yun Liu,
Sreenivasa Raju Kalidindi,
...
Alexander Ding,
G. Corrado,
Daniel Tse,
S. Shetty
|
7 |
2019 |
7
🐢
|
|
🐜
|
Metrics reloaded: recommendations for image analysis validation.
67 auth.
L. Maier-Hein,
Annika Reinke,
E. Christodoulou,
Ben Glocker,
Patrick Godau,
Fabian Isensee,
J. Kleesiek,
M. Kozubek,
M. Reyes,
M. Riegler,
M. Wiesenfarth,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Notzel,
A. E. Kavur,
...
Tim Radsch,
M. Tizabi,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
P. Bankhead,
Allison Benis,
M. Cardoso,
V. Cheplygina,
B. Cimini,
G. Collins,
K. Farahani,
B. Ginneken,
Daniel A. Hashimoto,
M. M. Hoffman,
M. Huisman,
P. Jannin,
Charles E. Kahn,
A. Karargyris,
A. Karthikesalingam,
H. Kenngott,
A. Kopp-Schneider,
A. Kreshuk,
T. Kurç,
B. Landman,
G. Litjens,
A. Madani,
K. Maier-Hein,
Anne L. Martel,
Peter Mattson,
E. Meijering,
Bjoern H Menze,
D. Moher,
K. Moons,
H. Muller,
Felix Nickel,
B. Nichyporuk,
Jens Petersen,
N. Rajpoot,
Nicola Rieke,
J. Saez-Rodriguez,
Clarisa S'anchez Guti'errez,
S. Shetty,
M. Smeden,
C. Sudre,
Ronald M. Summers,
A. Taha,
S. Tsaftaris,
B. Calster,
G. Varoquaux,
Paul F. Jager
|
7 |
2022 |
7
🐜
|
|
🐜
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Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol
31 auth.
V. Sounderajah,
H. Ashrafian,
R. Golub,
S. Shetty,
Jeffrey De Fauw,
L. Hooft,
K. Moons,
G. Collins,
D. Moher,
P. Bossuyt,
A. Darzi,
A. Karthikesalingam,
A. Denniston,
B. Mateen,
D. Ting,
...
D. Treanor,
Dominic King,
F. Greaves,
J. Godwin,
Jonathan Pearson-Stuttard,
L. Harling,
M. McInnes,
Nader Rifai,
Nenad Tomašev,
P. Normahani,
P. Whiting,
R. Aggarwal,
S. Vollmer,
S. Markar,
T. Panch,
Xiaoxuan Liu
|
7 |
2021 |
7
🐜
|
|
🐜
|
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI
40 auth.
V. Sounderajah,
H. Ashrafian,
Sherri Rose,
N. Shah,
M. Ghassemi,
R. Golub,
Charles E. Kahn,
A. Esteva,
A. Karthikesalingam,
B. Mateen,
D. Webster,
D. Milea,
D. Ting,
D. Treanor,
D. Cushnan,
...
Dominic King,
D. McPherson,
B. Glocker,
F. Greaves,
L. Harling,
Johan Ordish,
Jérémie F. Cohen,
J. Deeks,
M. Leeflang,
Matthew J. Diamond,
M. McInnes,
M. Mccradden,
M. Abràmoff,
P. Normahani,
S. Markar,
Stephanie Chang,
Xiaoxuan Liu,
S. Mallett,
S. Shetty,
A. Denniston,
G. Collins,
D. Moher,
P. Whiting,
P. Bossuyt,
A. Darzi
|
6 |
2021 |
6
🐜
|
|
🐜
|
Metrics reloaded: Pitfalls and recommendations for image analysis validation
67 auth.
Lena Maier-Hein,
Annika Reinke,
E. Christodoulou,
Ben Glocker,
Patrick Godau,
Fabian Isensee,
J. Kleesiek,
Michal Kozubek,
Mauricio Reyes,
M. Riegler,
M. Wiesenfarth,
M. Baumgartner,
Matthias Eisenmann,
Doreen Heckmann-Nötzel,
A. E. Kavur,
...
Tim Rädsch,
M. Tizabi,
L. Ación,
M. Antonelli,
T. Arbel,
S. Bakas,
Peter Bankhead,
Allison Benis,
M. Jorge Cardoso,
V. Cheplygina,
Beth A. Cimini,
Gary S. Collins,
Keyvan Farahani,
B. Ginneken,
Daniel A. Hashimoto,
M. M. Hoffman,
Merel Huisman,
P. Jannin,
Charles E. Kahn,
A. Karargyris,
A. Karthikesalingam,
H. Kenngott,
Annette Kopp-Schneider,
A. Kreshuk,
T. Kurç,
B. Landman,
G. Litjens,
Amin Madani,
K. Maier-Hein,
Anne L. Martel,
Peter Mattson,
Erik H. W. Meijering,
Bjoern H Menze,
David Moher,
K. Moons,
Henning Müller,
Felix Nickel,
B. Nichyporuk,
Jens Petersen,
Nasir M. Rajpoot,
Nicola Rieke,
J. Saez-Rodriguez,
Clarisa Sánchez Gutiérrez,
S. Shetty,
M. Smeden,
Carole H. Sudre,
Ronald M. Summers,
A. Taha,
S. Tsaftaris,
B. Calster,
G. Varoquaux,
Paul F. Jäger
|
6 |
2022 |
6
🐜
|
|
🐜
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Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
30 auth.
K. Dvijotham,
Jim Winkens,
Melih Barsbey,
Sumedh Ghaisas,
Robert Stanforth,
Nick Pawlowski,
Patricia Strachan,
Zahra Ahmed,
Shekoofeh Azizi,
Yoram Bachrach,
Laura Culp,
Mayank Daswani,
J. Freyberg,
Christopher J. Kelly,
A. Kiraly,
...
Timo Kohlberger,
S. McKinney,
Basil Mustafa,
Vivek Natarajan,
Krzysztof J. Geras,
J. Witowski,
Z. Qin,
J. Creswell,
S. Shetty,
M. Sieniek,
Terry Spitz,
Greg C. Corrado,
Pushmeet Kohli,
taylan. cemgil,
A. Karthikesalingam
|
6 |
2023 |
6
🐜
|
|
🐢
|
Simplified Transfer Learning for Chest Radiography Models Using Less Data.
18 auth.
Andrew Sellergren,
Christina Chen,
Zaid Nabulsi,
Yuanzhen Li,
Aaron Maschinot,
Aaron Sarna,
Jenny Huang,
Charles Lau,
Sreenivasa Raju Kalidindi,
M. Etemadi,
...
Florencia Garcia-Vicente,
David S. Melnick,
Yun Liu,
Krish Eswaran,
Daniel Tse,
Neeral Beladia,
Dilip Krishnan,
S. Shetty
|
5 |
2022 |
5
🐢
|
|
🦁
|
Segmentation and labeling of documents using conditional random fields
S. Shetty,
H. Srinivasan,
Matthew J. Beal,
S. Srihari
|
5 |
2007 |
5
🦁
|
|
🐜
|
Advancing Multimodal Medical Capabilities of Gemini
47 auth.
Lin Yang,
Shawn Xu,
Andrew Sellergren,
Timo Kohlberger,
Yuchen Zhou,
Ira Ktena,
A. Kiraly,
Faruk Ahmed,
F. Hormozdiari,
Tiam Jaroensri,
Eric Wang,
Ellery Wulczyn,
Fayaz Jamil,
Theo Guidroz,
Charles Lau,
...
Siyuan Qiao,
Yun Liu,
Akshay Goel,
Kendall Park,
Arnav Agharwal,
Nick George,
Yang Wang,
Ryutaro Tanno,
David G. T. Barrett,
Wei-Hung Weng,
S. Mahdavi,
Khaled Saab,
Tao Tu,
Sreenivasa Raju Kalidindi,
M. Etemadi,
Jorge Cuadros,
Gregory Sorensen,
Yossi Matias,
Katherine Chou,
Greg C. Corrado,
Joelle Barral,
S. Shetty,
David Fleet,
S. Eslami,
Daniel Tse,
Shruthi Prabhakara,
Cory Y. McLean,
David Steiner,
Rory Pilgrim,
Christopher Kelly,
Shekoofeh Azizi,
Daniel Golden
|
5 |
2024 |
5
🐜
|
|
🐜
|
Document image retrieval using signatures as queries
7 auth.
S. Srihari,
S. Shetty,
Siyuan Chen,
H. Srinivasan,
Chen Huang,
G. Agam,
...
O. Frieder
|
5 |
2006 |
5
🐜
|
