Gustavo Stolovitzky
Overview
Explore the profile of Gustavo Stolovitzky including associated specialties, affiliations and a list of published articles.
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122
Citations
7652
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Recent Articles
1.
Ahsen M, Ayvaci M, Mookerjee R, Stolovitzky G
Nat Commun
. 2025 Mar;
16(1):2289.
PMID: 40055356
The rising global incidence of breast cancer and the persistent shortage of specialized radiologists have heightened the demand for innovative solutions in mammography screening. Artificial intelligence (AI) has emerged as...
2.
Miceli R, Chen T, Nose Y, Tichkule S, Brown B, Fullard J, et al.
J Extracell Vesicles
. 2024 Dec;
13(12):e70005.
PMID: 39625409
Extracellular vesicles (EVs) are heterogeneous entities secreted by cells into their microenvironment and systemic circulation. Circulating EVs carry functional small RNAs and other molecular footprints from their cell of origin,...
3.
Dogra N, Chen T, Gonzalez-Kozlova E, Miceli R, Cordon-Cardo C, Tewari A, et al.
J Extracell Vesicles
. 2024 Aug;
13(8):e12481.
PMID: 39148266
From eukaryotes to prokaryotes, all cells secrete extracellular vesicles (EVs) as part of their regular homeostasis, intercellular communication, and cargo disposal. Accumulating evidence suggests that small EVs carry functional small...
4.
Lee K, Liu Z, Mai Y, Jun T, Ma M, Wang T, et al.
JMIR AI
. 2024 Jul;
3:e50800.
PMID: 39073872
Background: Clinical trials are vital for developing new therapies but can also delay drug development. Efficient trial data management, optimized trial protocol, and accurate patient identification are critical for reducing...
5.
Ahsen M, Vogel R, Stolovitzky G
Bioinform Adv
. 2024 Jul;
4(1):vbae093.
PMID: 39011276
Motivation: The integration of vast, complex biological data with computational models offers profound insights and predictive accuracy. Yet, such models face challenges: poor generalization and limited labeled data. Results: To...
6.
Lee K, Liu Z, Chandran U, Kalsekar I, Laxmanan B, Higashi M, et al.
JMIR AI
. 2024 Jun;
2:e44537.
PMID: 38875565
Background: Ground-glass opacities (GGOs) appearing in computed tomography (CT) scans may indicate potential lung malignancy. Proper management of GGOs based on their features can prevent the development of lung cancer....
7.
Webb B, Lau L, Tsevdos D, Shewcraft R, Corrigan D, Shi L, et al.
Orphanet J Rare Dis
. 2024 May;
19(1):183.
PMID: 38698482
Background: With over 7000 Mendelian disorders, identifying children with a specific rare genetic disorder diagnosis through structured electronic medical record data is challenging given incompleteness of records, inaccurate medical diagnosis...
8.
Arun A, Kim S, Ahsen M, Stolovitzky G
iScience
. 2024 Feb;
27(3):108905.
PMID: 38390492
Characterizing the effect of combination therapies is vital for treating diseases like cancer. We introduce correlated drug action (CDA), a baseline model for the study of drug combinations in both...
9.
Golob J, Oskotsky T, Tang A, Roldan A, Chung V, Ha C, et al.
Cell Rep Med
. 2023 Dec;
5(1):101350.
PMID: 38134931
Every year, 11% of infants are born preterm with significant health consequences, with the vaginal microbiome a risk factor for preterm birth. We crowdsource models to predict (1) preterm birth...
10.
Liu Z, Lee K, Cohn D, Zhang M, Ai L, Li M, et al.
J Thorac Dis
. 2023 Jun;
15(5):2438-2449.
PMID: 37324065
Background: Although optimal sequencing of systemic therapy in cancer care is critical to achieving maximal clinical benefit, there is a lack of analysis of treatment sequencing in advanced non-small cell...