Mauricio Santillana - Publications, H-index & Citations

Mauricio Santillana

Harvard University

48H指数

391论文数

1.2W被引数

收录论文 68

发表时间

A real-time early warning system to anticipate respiratory disease outbreaks using transfer learning 基于迁移学习的实时早期预警系统，用于预测呼吸道疾病暴发

Nature Communications

IF15.7

2026-05-19

OAAI

Raul Garrido-Garcia; Leonardo Clemente; Austin G. Meyer; George Dewey; Shihao Yang; Mauricio Santillana

Emulated trial of artificial intelligence use and subsequent depressive outcomes in a survey of US adults 人工智能使用的模拟试验及其在美国成年人调查中后续的抑郁结果

BMJ Mental Health

IF4.9

2026-05-13

PREAI

Perlis, Roy H.; Gunning, Faith M.; Uslu, Ata; Santillana, Mauricio; Baum, Matthew A.; Druckman, James N.; Ognyanova, Katherine; Lazer, David

Quantifying the Protection Gap: RSV Activity Outside the Recommended RSV Prophylaxis Administration Window 量化保护缺口：RSV活动在推荐的RSV预防接种给药窗口之外

Journal of the Pediatric Infectious Diseases Society

IF2.6

2026-05-08

PREAI

Austin G Meyer; George Dewey; Stephanie Blasick; Christopher Hovland; Mauricio Santillana

The R = 1 threshold can misclassify epidemic stability R = 1阈值可能导致流行病稳定性误分类

Communications Physics

IF5.8

2026-04-15

OAAI

Kris V. Parag; Mauricio Santillana; Anne Cori; Uri Obolski

Restoring the forecasting power of Google Trends with statistical preprocessing 通过统计预处理恢复Google Trends的预测能力

International Journal of Forecasting

IF7.1

2026-03-30

PREAI

Candice Djorno; Mauricio Santillana; Shihao Yang

Uncovering the post-pandemic timing of influenza, RSV, and COVID-19 driving seasonal influenza-like illness in the United States: a retrospective ecological study

LANCET REGIONAL HEALTH-AMERICAS

IF7.6

2026-01-21

OAAI

Dewey, George; Meyer, Austin G.; Garcia, Raul Garrido; Santillana, Mauricio

Antidepressant use among American adults in a 50-state survey 美国成年人抗抑郁药物使用情况：基于50个州调查

BMJ Mental Health

IF4.9

2026-01-21

OAAI

Perlis, Roy H.; Ramachandiran, Anudeepa K.; Verhaak, Pilar F.; Santillana, Mauricio; Baum, Matthew A.; Druckman, James N.; Ognyanova, Katherine; Lazer, David

Parameter inference from black hole images using deep learning in visibility space 基于可见度空间的黑洞图像深度学习参数推断

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2026-01-01

OAAI

O, Franc; Protopapas, Pavlos; Pesce, Dominic W.; Ricarte, Angelo; Doeleman, Sheperd S.; Garraffo, Cecilia; Blackburn, Lindy; Santillana, Mauricio

Conspiratorial thinking in a 50-state survey of American adults 美国成年人50个州调查中的阴谋论思维

Journal of Affective Disorders

IF4.9

2025-07-14

PREAI

Roy H. Perlis; Ata Uslu; Sergio A. Barroilhet; Paul A. Vohringer; Anudeepa K. Ramachandiran; Mauricio Santillana; Matthew A. Baum; James N. Druckman; Katherine Ognyanova; David Lazer

Fine-grained forecasting of COVID-19 trends at the county level in the United States 美国县级层面COVID-19趋势的精细粒度预测

NPJ DIGITAL MEDICINE

IF15.1

2025-04-11

OAAI

Song, Tzu-Hsi; Clemente, Leonardo; Pan, Xiang; Jang, Junbong; Santillana, Mauricio

Impact of the COVID-19 pandemic on dengue in Brazil: Interrupted time series analysis of changes in surveillance and transmission ( vol 18 , e0012726 , 2024)

PLOS NEGLECTED TROPICAL DISEASES

IF3.4

2025-04-01

OAAI

Oliveira Roster, Kirstin; Martinelli, Tiago; Connaughton, Colm; Santillana, Mauricio; Rodrigues, Francisco A.

A prospective real-time transfer learning approach to estimate influenza hospitalizations with limited data

EPIDEMICS

IF2.4

2025-03-01

OAAI

Meyer, Austin G.; Lu, Fred; Clemente, Leonardo; Santillana, Mauricio

Geosocial Media's Early Warning Capabilities Across US County-Level Political Clusters: Observational Study

JMIR INFODEMIOLOGY

IF2.3

2025-01-30

OAAI

Arifi, Dorian; Resch, Bernd; Santillana, Mauricio; Guan, Weihe Wendy; Knoblauch, Steffen; Lautenbach, Sven; Jaenisch, Thomas; Morales, Ivonne; Havas, Clemens

Impact of the COVID-19 pandemic on dengue in Brazil: Interrupted time series analysis of changes in surveillance and transmission

PLOS NEGLECTED TROPICAL DISEASES

IF3.4

2024-12-26

OAAI

Roster, Kirstin Oliveira; Martinelli, Tiago; Connaughton, Colm; Santillana, Mauricio; Rodrigues, Francisco A.

Prevalence and correlates of irritability among US adults

NEUROPSYCHOPHARMACOLOGY

IF7.1

2024-08-24

OAAI

Perlis, Roy H.; Uslu, Ata; Schulman, Jonathan; Himelfarb, Aliayah; Gunning, Faith M.; Solomonov, Nili; Santillana, Mauricio; Baum, Matthew A.; Druckman, James N.; Ognyanova, Katherine; Lazer, David

Title evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations

NATURE COMMUNICATIONS

IF15.7

2024-07-26

OAAI

Mathis, Sarabeth M.; Webber, Alexander E.; Leon, Tomas M.; Murray, Erin L.; Sun, Monica; White, Lauren A.; Brooks, Logan C.; Green, Alden; Hu, Addison J.; Rosenfeld, Roni; Shemetov, Dmitry; Tibshirani, Ryan J.; McDonald, Daniel J.; Kandula, Sasikiran; Pei, Sen; Yaari, Rami; Yamana, Teresa K.; Shaman, Jeffrey; Agarwal, Pulak; Balusu, Srikar; Gururajan, Gautham; Kamarthi, Harshavardhan; Prakash, B. Aditya; Raman, Rishi; Zhao, Zhiyuan; Rodriguez, Alexander; Meiyappan, Akilan; Omar, Shalina; Baccam, Prasith; Gurung, Heidi L.; Suchoski, Brad T.; Stage, Steve A.; Ajelli, Marco; Kummer, Allisandra G.; Litvinova, Maria; Ventura, Paulo C.; Wadsworth, Spencer; Niemi, Jarad; Carcelen, Erica; Hill, Alison L.; Loo, Sara L.; McKee, Clifton D.; Sato, Koji; Smith, Claire; Truelove, Shaun; Jung, Sung-mok; Lemaitre, Joseph C.; Lessler, Justin; McAndrew, Thomas; Ye, Wenxuan; Bosse, Nikos; Hlavacek, William S.; Lin, Yen Ting; Mallela, Abhishek; Gibson, Graham C.; Chen, Ye; Lamm, Shelby M.; Lee, Jaechoul; Posner, Richard G.; Perofsky, Amanda C.; Viboud, Cecile; Clemente, Leonardo; Lu, Fred; Meyer, Austin G.; Santillana, Mauricio; Chinazzi, Matteo; Davis, Jessica T.; Mu, Kunpeng; Pastore y Piontti, Ana; Vespignani, Alessandro; Xiong, Xinyue; Ben-Nun, Michal; Riley, Pete; Turtle, James; Hulme-Lowe, Chis; Jessa, Shakeel; Nagraj, V. P.; Turner, Stephen D.; Williams, Desiree; Basu, Avranil; Drake, John M.; Fox, Spencer J.; Suez, Ehsan; Cojocaru, Monica G.; Thommes, Edward W.; Cramer, Estee Y.; Gerding, Aaron; Stark, Ariane; Ray, Evan L.; Reich, Nicholas G.; Shandross, Li; Wattanachit, Nutcha; Wang, Yijin; Zorn, Martha W.; Al Aawar, Majd; Srivastava, Ajitesh; Meyers, Lauren A.; Adiga, Aniruddha; Hurt, Benjamin; Kaur, Gursharn; Lewis, Bryan L.; Marathe, Madhav; Venkatramanan, Srinivasan; Butler, Patrick; Farabow, Andrew; Ramakrishnan, Naren; Muralidhar, Nikhil; Reed, Carrie; Biggerstaff, Matthew; Borchering, Rebecca K.

Cognitive Symptoms of Post-COVID-19 Condition and Daily Functioning Post-COVID-19状况和日常功能的认知症状

JAMA NETWORK OPEN

IF9.7

2024-02-14

OAAI

Jaywant, Abhishek; Gunning, Faith M.; Oberlin, Lauren E.; Santillana, Mauricio; Ognyanova, Katherine; Druckman, James N.; Baum, Matthew A.; Lazer, David; Perlis, Roy H.

Pediatric and Young Adult Household Transmission of the Initial Waves of SARS-CoV-2 in the United States: Administrative Claims Study

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2024-01-04

OAAI

Chung, Ming Kei; Hart, Brian; Santillana, Mauricio; Patel, Chirag J.

Misinformation, Trust, and Use of Ivermectin and Hydroxychloroquine for COVID-19

JAMA HEALTH FORUM

IF11.3

2023-09-29

OAAI

Perlis, Roy H.; Trujillo, Kristin Lunz; Green, Jon; Safarpour, Alauna; Druckman, James N.; Santillana, Mauricio; Ognyanova, Katherine; Lazer, David

A 50-state survey study of thoughts of suicide and social isolation among older adults in the United States

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2023-08-01

OAAI

Solomonov, Nili; Green, Jon; Quintana, Alexi; Lin, Jennifer; Ognyanova, Katherine; Santillana, Mauricio; Druckman, James N.; Baum, Matthew A.; Lazer, David; Gunning, Faith M.; Perlis, Roy H.

研究方向