Key challenges for delivering clinical impact with artificial intelligence

por Kelly, Christopher J., Karthikesalingam, Alan, Suleyman, Mustafa, Corrado, Greg, King, Dominic
Publicado 2019

Deviation from the matching law reflects an optimal strategy involving learning over multiple timescales

por Iigaya, Kiyohito, Ahmadian, Yashar, Sugrue, Leo P., Corrado, Greg S., Loewenstein, Yonatan, Newsome, William T., Fusi, Stefano
Publicado 2019

Artificial intelligence for phase recognition in complex laparoscopic cholecystectomy

por Golany, Tomer, Aides, Amit, Freedman, Daniel, Rabani, Nadav, Liu, Yun, Rivlin, Ehud, Corrado, Greg S., Matias, Yossi, Khoury, Wisam, Kashtan, Hanoch, Reissman, Petachia
Publicado 2022

Detection of signs of disease in external photographs of the eyes via deep learning

por Babenko, Boris, Mitani, Akinori, Traynis, Ilana, Kitade, Naho, Singh, Preeti, Maa, April Y., Cuadros, Jorge, Corrado, Greg S., Peng, Lily, Webster, Dale R., Varadarajan, Avinash, Hammel, Naama, Liu, Yun
Publicado 2022

Remote Tool-Based Adjudication for Grading Diabetic Retinopathy

por Schaekermann, Mike, Hammel, Naama, Terry, Michael, Ali, Tayyeba K., Liu, Yun, Basham, Brian, Campana, Bilson, Chen, William, Ji, Xiang, Krause, Jonathan, Corrado, Greg S., Peng, Lily, Webster, Dale R., Law, Edith, Sayres, Rory
Publicado 2019

Similar image search for histopathology: SMILY

por Hegde, Narayan, Hipp, Jason D., Liu, Yun, Emmert-Buck, Michael, Reif, Emily, Smilkov, Daniel, Terry, Michael, Cai, Carrie J., Amin, Mahul B., Mermel, Craig H., Nelson, Phil Q., Peng, Lily H., Corrado, Greg S., Stumpe, Martin C.
Publicado 2019

Pathologist Validation of a Machine Learning–Derived Feature for Colon Cancer Risk Stratification

por L’Imperio, Vincenzo, Wulczyn, Ellery, Plass, Markus, Müller, Heimo, Tamini, Nicolò, Gianotti, Luca, Zucchini, Nicola, Reihs, Robert, Corrado, Greg S., Webster, Dale R., Peng, Lily H., Chen, Po-Hsuan Cameron, Lavitrano, Marialuisa, Liu, Yun, Steiner, David F., Zatloukal, Kurt, Pagni, Fabio
Publicado 2023

Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning

por Varadarajan, Avinash V., Bavishi, Pinal, Ruamviboonsuk, Paisan, Chotcomwongse, Peranut, Venugopalan, Subhashini, Narayanaswamy, Arunachalam, Cuadros, Jorge, Kanai, Kuniyoshi, Bresnick, George, Tadarati, Mongkol, Silpa-archa, Sukhum, Limwattanayingyong, Jirawut, Nganthavee, Variya, Ledsam, Joseph R., Keane, Pearse A., Corrado, Greg S., Peng, Lily, Webster, Dale R.
Publicado 2020

Customization scenarios for de-identification of clinical notes

por Hartman, Tzvika, Howell, Michael D., Dean, Jeff, Hoory, Shlomo, Slyper, Ronit, Laish, Itay, Gilon, Oren, Vainstein, Danny, Corrado, Greg, Chou, Katherine, Po, Ming Jack, Williams, Jutta, Ellis, Scott, Bee, Gavin, Hassidim, Avinatan, Amira, Rony, Beryozkin, Genady, Szpektor, Idan, Matias, Yossi
Publicado 2020

Predicting lymph node metastasis from primary tumor histology and clinicopathologic factors in colorectal cancer using deep learning

por Krogue, Justin D., Azizi, Shekoofeh, Tan, Fraser, Flament-Auvigne, Isabelle, Brown, Trissia, Plass, Markus, Reihs, Robert, Müller, Heimo, Zatloukal, Kurt, Richeson, Pema, Corrado, Greg S., Peng, Lily H., Mermel, Craig H., Liu, Yun, Chen, Po-Hsuan Cameron, Gombar, Saurabh, Montine, Thomas, Shen, Jeanne, Steiner, David F., Wulczyn, Ellery
Publicado 2023

Development and Assessment of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices

por Jain, Ayush, Way, David, Gupta, Vishakha, Gao, Yi, de Oliveira Marinho, Guilherme, Hartford, Jay, Sayres, Rory, Kanada, Kimberly, Eng, Clara, Nagpal, Kunal, DeSalvo, Karen B., Corrado, Greg S., Peng, Lily, Webster, Dale R., Dunn, R. Carter, Coz, David, Huang, Susan J., Liu, Yun, Bui, Peggy, Liu, Yuan
Publicado 2021

Determining breast cancer biomarker status and associated morphological features using deep learning

por Gamble, Paul, Jaroensri, Ronnachai, Wang, Hongwu, Tan, Fraser, Moran, Melissa, Brown, Trissia, Flament-Auvigne, Isabelle, Rakha, Emad A., Toss, Michael, Dabbs, David J., Regitnig, Peter, Olson, Niels, Wren, James H., Robinson, Carrie, Corrado, Greg S., Peng, Lily H., Liu, Yun, Mermel, Craig H., Steiner, David F., Chen, Po-Hsuan Cameron
Publicado 2021

Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

por Nagpal, Kunal, Foote, Davis, Liu, Yun, Chen, Po-Hsuan Cameron, Wulczyn, Ellery, Tan, Fraser, Olson, Niels, Smith, Jenny L., Mohtashamian, Arash, Wren, James H., Corrado, Greg S., MacDonald, Robert, Peng, Lily H., Amin, Mahul B., Evans, Andrew J., Sangoi, Ankur R., Mermel, Craig H., Hipp, Jason D., Stumpe, Martin C.
Publicado 2019

Publisher Correction: Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer

por Nagpal, Kunal, Foote, Davis, Liu, Yun, Chen, Po-Hsuan Cameron, Wulczyn, Ellery, Tan, Fraser, Olson, Niels, Smith, Jenny L., Mohtashamian, Arash, Wren, James H., Corrado, Greg S., MacDonald, Robert, Peng, Lily H., Amin, Mahul B., Evans, Andrew J., Sangoi, Ankur R., Mermel, Craig H., Hipp, Jason D., Stumpe, Martin C.
Publicado 2019

Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19

por Nabulsi, Zaid, Sellergren, Andrew, Jamshy, Shahar, Lau, Charles, Santos, Edward, Kiraly, Atilla P., Ye, Wenxing, Yang, Jie, Pilgrim, Rory, Kazemzadeh, Sahar, Yu, Jin, Kalidindi, Sreenivasa Raju, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Melnick, David, Corrado, Greg S., Peng, Lily, Eswaran, Krish, Tse, Daniel, Beladia, Neeral, Liu, Yun, Chen, Po-Hsuan Cameron, Shetty, Shravya
Publicado 2021

Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms

por Bae, Sean, Borac, Silviu, Emre, Yunus, Wang, Jonathan, Wu, Jiang, Kashyap, Mehr, Kang, Si-Hyuck, Chen, Liwen, Moran, Melissa, Cannon, Julie, Teasley, Eric S., Chai, Allen, Liu, Yun, Wadhwa, Neal, Krainin, Michael, Rubinstein, Michael, Maciel, Alejandra, McConnell, Michael V., Patel, Shwetak, Corrado, Greg S., Taylor, James A., Zhan, Jiening, Po, Ming Jack
Publicado 2022

Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies

por Steiner, David F., Nagpal, Kunal, Sayres, Rory, Foote, Davis J., Wedin, Benjamin D., Pearce, Adam, Cai, Carrie J., Winter, Samantha R., Symonds, Matthew, Yatziv, Liron, Kapishnikov, Andrei, Brown, Trissia, Flament-Auvigne, Isabelle, Tan, Fraser, Stumpe, Martin C., Jiang, Pan-Pan, Liu, Yun, Chen, Po-Hsuan Cameron, Corrado, Greg S., Terry, Michael, Mermel, Craig H.
Publicado 2020

Interpretable survival prediction for colorectal cancer using deep learning

por Wulczyn, Ellery, Steiner, David F., Moran, Melissa, Plass, Markus, Reihs, Robert, Tan, Fraser, Flament-Auvigne, Isabelle, Brown, Trissia, Regitnig, Peter, Chen, Po-Hsuan Cameron, Hegde, Narayan, Sadhwani, Apaar, MacDonald, Robert, Ayalew, Benny, Corrado, Greg S., Peng, Lily H., Tse, Daniel, Müller, Heimo, Xu, Zhaoyang, Liu, Yun, Stumpe, Martin C., Zatloukal, Kurt, Mermel, Craig H.
Publicado 2021

Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading

por Wulczyn, Ellery, Nagpal, Kunal, Symonds, Matthew, Moran, Melissa, Plass, Markus, Reihs, Robert, Nader, Farah, Tan, Fraser, Cai, Yuannan, Brown, Trissia, Flament-Auvigne, Isabelle, Amin, Mahul B., Stumpe, Martin C., Müller, Heimo, Regitnig, Peter, Holzinger, Andreas, Corrado, Greg S., Peng, Lily H., Chen, Po-Hsuan Cameron, Steiner, David F., Zatloukal, Kurt, Liu, Yun, Mermel, Craig H.
Publicado 2021

Early social distancing policies in Europe, changes in mobility & COVID-19 case trajectories: Insights from Spring 2020

por Woskie, Liana R., Hennessy, Jonathan, Espinosa, Valeria, Tsai, Thomas C., Vispute, Swapnil, Jacobson, Benjamin H., Cattuto, Ciro, Gauvin, Laetitia, Tizzoni, Michele, Fabrikant, Alex, Gadepalli, Krishna, Boulanger, Adam, Pearce, Adam, Kamath, Chaitanya, Schlosberg, Arran, Stanton, Charlotte, Bavadekar, Shailesh, Abueg, Matthew, Hogue, Michael, Oplinger, Andrew, Chou, Katherine, Corrado, Greg, Shekel, Tomer, Jha, Ashish K., Wellenius, Gregory A., Gabrilovich, Evgeniy
Publicado 2021