JF
Juan Lavista Ferres
cs.CVcs.LGCOVID-19Artificial Intelligencecs.AIDeep Learningcs.CRpublic healthstat.MLMachine Learning
On Valency
published · living versionsW_ktwq36bv·v1 · currentpublished
GeoFaham: Domain-Specialized Multi-Agent Geospatial Analytics for Disaster Response
with Muhammad Sohail Danish, Gilles Q. Hacheme, Akram Zaytar, Satej S. Soman +3
1 version
Preprints & journals
109 papers in the corpus · 2016–2026COVID-19 pandemic-era changes in non-SUID infant mortality in the United States.42896912 · Tanner, Darren, Ramirez, Jan-Marino, Weeks, William B et al.2026 · 0 citationsBMJ paediatrics open. 2026;10(1)
Anaximander: Interactively Running Geospatial Deep Learning Models on Any Compute Backend2610.09085v1 · Satej S. Soman, Akram Zaytar, Girmaw A. Tadesse et al.2026 · 0 citationsarXiv
Using Machine Learning to Identify Social Risk Factors of Hypertension and Diabetes in New York City: Evidence to Support the HealthyNYC Initiative.42714583 · Adamson, Elizabeth, Li, Haoyang, Xu, Zhenxing et al.2026 · 0 citationsJournal of the American Heart Association. 2026;15(18):e049029
The Living Library: Transforming Archival Collections into Conversational Knowledge Systems -- Lessons from the Theodore Roosevelt Presidential Library2609.09368v1 · Pengce Wang, Lucia Ronchi Darre, Matt Briney et al.2026 · 0 citationsarXiv
Research in the Era of Vibe Coding: How Artificial Intelligence Redefines Expertise.42320740 · Lavista Ferres, Juan M, Fishman, Elliot K, Chu, Linda C et al.2026 · 0 citationsJournal of the American College of Radiology : JACR. 2026;23(10):1992-1994
An accurate, efficient, and accessible AI-powered solution for wildlife re-identification in conservation.42218245 · Gholami, Shahrzad, Lee, Derek E, Robinson, Caleb et al.2026 · 1 citationScientific reports. 2026;16(1)
Towards reliable use of artificial intelligence to classify otitis media using otoscopic images: Addressing bias and improving data quality.42096439 · Xu, Yixi, Habib, Al-Rahim, Crossland, Graeme et al.2026 · 2 citationsPloS one. 2026;21(5):e0338867
WATCH: Wide-Area Archaeological Site Tracking for Change Detection2605.08160v1 · Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali et al.2026 · 0 citationsarXiv
RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design2604.17175v2 · Meghana Kshirsagar, Allen Nie, Ching-An Cheng et al.2026 · 0 citationsarXiv
Survey Protocol Cards for Crop Mapsx5wr1f · Akram Zaytar, Girmaw Tadesse, Caleb Robinson et al.2026 · 0 citationsEarthArXiv
GeoAI Agency Primitives2604.01869v1 · Akram Zaytar, Rohan Sawahn, Caleb Robinson et al.2026 · 0 citationsarXiv
Prompt Validation in Large Language Models for Ophthalmology Education-Reply.41746661 · Gholami, Shahrzad, Lavista Ferres, Juan M, Bojikian, Karine D2026 · 0 citationsJAMA ophthalmology. 2026;144(4):367
Media Integrity and Authentication: Status, Directions, and Futures2602.18681v1 · Jessica Young, Sam Vaughan, Andrew Jenks et al.2026 · 0 citationsMicrosoft Research Technical Report, January 2026
Using AI to Improve Individual and Population Health.41727347 · Weeks, William B, Weinstein, James N, Lavista Ferres, Juan M2026 · 1 citationInternational journal of public health. 2026;71:1609114
SCOPE: AI-Assisted Early Detection of Potentially Curable Pancreatic Neoplasms on CT from Local and Global Information10.64898/2026.02.04.26345495v1 · Oviedo, F., Lopez Ramirez, F., Blanco, A. et al.2026 · 0 citationsmedRxiv
How AI can be used to promote public and population health.41694518 · Weeks, William B, Lavista Ferres, Juan M2026 · 2 citationsFrontiers in public health. 2026;14:1773572
BYOL: Bring Your Own Language Into LLMs2601.10804v1 · Syed Waqas Zamir, Wassim Hamidouche, Boulbaba Ben Amor et al.2026 · 0 citationsarXiv
Predictive Models for Kidney Offer Acceptance: Challenges and Strategies.41523154 · Martinez, Carlos, Nasir, Md, Kshirsagar, Meghana et al.2026 · 0 citationsJournal of transplantation. 2026;2026:8243450
Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization.41394428 · Oviedo, Felipe, Lopez-Ramirez, Felipe, Tixier, Florent et al.2025 · 3 citationsRadiology advances. 2025;2(6):umaf040
Leveraging Large Language Models to Generate Multiple-Choice Questions for Ophthalmology Education.41100119 · Gholami, Shahrzad, Mummert, Daniel B, Wilson, Beth et al.2025 · 13 citationsJAMA ophthalmology. 2025;143(11):955-961
Table-based language models for ophthalmology assessment in the emergency department.41081893 · Lavista Ferres, Juan M, Feng, Shu, Kim, Mary et al.2026 · 1 citationGraefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie. 2026;264(1):279-284
Translating Artificial Intelligence Breakthroughs into Cancer Diagnostic Breakthroughs.40833461 · Lavista Ferres, Juan M, Fishman, Elliot K, Catmull, Ed et al.2025 · 2 citationsCancer discovery. 2025;15(10):1982-1984
Liver MRI proton density fat fraction inference from contrast enhanced CT images using deep learning: A proof-of-concept study.40779568 · Nasir, Md, Xu, Yixi, Hasenstab, Kyle et al.2025 · 6 citationsPloS one. 2025;20(8):e0328867
Mapping global floods with 10 years of satellite radar data.40595639 · Misra, Amit, White, Kevin, Nsutezo, Simone Fobi et al.2025 · 76 citationsNature communications. 2025;16(1):5762
Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection.40662973 · Oviedo, Felipe, Kazerouni, Anum S, Liznerski, Philipp et al.2025 · 19 citationsRadiology. 2025;316(1):e241629
Reply.40490122 · Lavista Ferres, Juan M, Fishman, Elliot K, Chu, Linda C et al.2025 · 0 citationsJournal of the American College of Radiology : JACR. 2025;22(8):859
Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators.40367047 · Tadesse, Girmaw Abebe, Ferguson, Laura, Robinson, Caleb et al.2025 · 7 citationsPloS one. 2025;20(5):e0322959
Modeling protective meningococcal antibody responses and factors influencing antibody persistence following vaccination with MenAfriVac using machine learning.40367245 · Nasir, Md, Weeks, William B, Gholami, Shahrzad et al.2025 · 1 citationPloS one. 2025;20(5):e0323384
How good are humans at detecting AI-generated images? Learnings from an experiment2507.18640v1 · Thomas Roca, Anthony Cintron Roman, Jeh'u Torres Vega et al.2025 · 1 citationarXiv
Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections.40361490 · Toosi, Amirhosein, Harsini, Sara, Divband, Ghasemali et al.2025 · 1 citationCancers. 2025;17(9)
AI-Enabled Screening for Retinopathy of Prematurity in Low-Resource Settings.40299381 · Ortiz, Anthony, Patiño, Susana, Torres, Jehú et al.2025 · 23 citationsJAMA network open. 2025;8(4):e257831
Multi-modal Language models in bioacoustics with zero-shot transfer: a case study.40021809 · Miao, Zhongqi, Elizalde, Benjamin, Deshmukh, Soham et al.2025 · 13 citationsScientific reports. 2025;15(1):7242
Leveraging Public Data: Changes in Local Economic Distress and Drug Overdose Deaths at the County Level, 2000-2019.40060022 · Saba, Shaddy K, Lavista Ferres, Juan M, Weeks, William B2025 · 2 citationsInternational journal of public health. 2025;70:1607991
Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models.40225407 · Gholami, Shahrzad, Scheppke, Lea, Kshirsagar, Meghana et al.2026 · 3 citationsOphthalmology science. 2025;5(4):100710
Maternal Obesity and Sudden Unexpected Infant Death-Reply.39527082 · Tanner, Darren, Lavista Ferres, Juan, Mitchell, Edwin A2025 · 0 citationsJAMA pediatrics. 2025;179(1):103-104
Current engagement with unreliable sites from web search driven by navigational search.39475604 · Greene, Kevin T, Pisharody, Nilima, Meyer, Lucas Augusto et al.2024 · 7 citationsScience advances. 2024;10(44):eadn3750
Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City.40018588 · Tanner, Darren, Zhang, Yongkang, Chang, Ji Eun et al.2025 · 10 citationsBMJ public health. 2024;2(2):e001394
Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst.39261223 · Lavista Ferres, Juan M, Oviedo, Felipe, Robinson, Caleb et al.2024 · 10 citationsPancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]. 2024;24(7):1182-1191
Maternal Obesity and Risk of Sudden Unexpected Infant Death.39073792 · Tanner, Darren, Ramirez, Jan-Marino, Weeks, William B et al.2024 · 16 citationsJAMA pediatrics. 2024;178(9):906-913
A Methodology for Using Large Language Models to Create User-Friendly Applications for Medicaid Redetermination and Other Social Services.39220672 · Ratna, Sumanth, Weeks, William B, Ferres, Juan Lavista et al.2024 · 1 citationInternational journal of public health. 2024;69:1607317
Conversational Chatbot for Cigarette Smoking Cessation: Results From the 11-Step User-Centered Design Development Process and Randomized Controlled Trial.38913882 · Bricker, Jonathan B, Sullivan, Brianna, Mull, Kristin et al.2024 · 31 citationsJMIR mHealth and uHealth. 2024;12:e57318
Artificial intelligence: promise and peril in achieving the quadruple aim in healthcare.38962504 · Weeks, William B, Lavista Ferres, Juan M, Weinstein, James N2024 · 8 citationsFrontiers in artificial intelligence. 2024;7:1430756
Challenges of COVID-19 Case Forecasting in the US, 2020-2021.38709852 · Lopez, Velma K, Cramer, Estee Y, Pagano, Robert et al.2024 · 40 citationsPLoS computational biology. 2024;20(5):e1011200
Rapid and accurate prediction of protein homo-oligomer symmetry with Seq2Symm.38746169 · Kshirsagar, Meghana, Meller, Artur, Humphreys, Ian et al.2025 · 23 citationsResearch square. 2024
Will AI accelerate or delay the race to net-zero emissions?38649764 · Luers, Amy, Koomey, Jonathan, Masanet, Eric et al.2024 · 45 citationsNature. 2024;628(8009):718-720
Health and Wealth in America.38559467 · Weeks, William B, Lavista Ferres, Juan M, Weinstein, James N2024 · 4 citationsInternational journal of public health. 2024;69:1607224
Improved estimation of the relationship between fetal growth and late stillbirth in the United States, 2014-15.38472269 · Tanner, Darren, Lavista Ferres, Juan M, Mitchell, Edwin A2024 · 3 citationsScientific reports. 2024;14(1):6002
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset2403.07105v1 · Shadab Ahamed, Yixi Xu, Ingrid Bloise et al.2024 · 1 citationProc. SPIE 12464, Medical Imaging 2023: Image Processing, 124641Q (3 April 2023)
Self-Supervised Learning for Improved Optical Coherence Tomography Detection of Macular Telangiectasia Type 2.38329740 · Gholami, Shahrzad, Scheppke, Lea, Kshirsagar, Meghana et al.2024 · 12 citationsJAMA ophthalmology. 2024;142(3):226-233
Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data.38315667 · Pereira, Mayana, Kshirsagar, Meghana, Mukherjee, Sumit et al.2024 · 24 citationsPloS one. 2024;19(2):e0297271
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