Tommaso Mansi

Johnson & Johnson (United States) — United States

Computer Science · Physical Sciences

32h-index4.0kcitations198works5.02yr avg
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Research Topics

Medical Image Segmentation Techniques(39), Cardiovascular Function and Risk Factors(37), Cardiac electrophysiology and arrhythmias(32), Cardiac Valve Diseases and Treatments(31), Radiomics and Machine Learning in Medical Imaging(25)

Publications197 total

The evolution of Alzheimer’s target identification: Towards a fusion of artificial and cellular intelligence
The Journal of Prevention of Alzheimer s Disease·2025Open Access
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
arXiv (Cornell University)·2025Open Access
Abstract 2445: Extending ENPP3 expression inference from tissue microarrays to whole tissue sections: building a case for automated patient enrichment and IHC scoring
Cancer Research·2025
Characteristics of Daily Walking Bouts as Valid and Reliable Indicators of Exercise Capacity in Pulmonary Arterial Hypertension: Insights From the Randomized Controlled Study With Selexipag (TRACE)
Pulmonary Circulation·2025Open Access
Assessment of Physiological Signals from Photoplethysmography Sensors Compared to an Electrocardiogram Sensor: A Validation Study in Daily Life
Sensors·2024· 16 citedOpen Access
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos
Lecture notes in computer science·2024· 1 cited
Arges: Spatio-Temporal Transformer for Ulcerative Colitis Severity Assessment in Endoscopy Videos
arXiv (Cornell University)·2024Open Access
Cardiac ultrasound simulation for autonomous ultrasound navigation
Frontiers in Cardiovascular Medicine·2024· 8 citedOpen Access
Cardiac‐gated spectroscopic photoacoustic imaging for ablation‐induced necrotic lesion visualization
Journal of Biophotonics·2024· 7 citedOpen Access
Development and deployment of a histopathology-based deep learning algorithm for patient prescreening in a clinical trial
Nature Communications·2024· 23 citedOpen Access
544 ARGES-CMES: A NOVEL, CONTINUOUS SCORING FOR ULCERATIVE COLITIS DISEASE SEVERITY: PREDICTION AND SENSITIVITY IN ASSESSING TREATMENT RESPONSE
Gastroenterology·2024
Tu1993 ARGESMAP: AN AI-DRIVEN MODEL TO ENHANCE ANATOMIC SEGMENT CLASSIFICATION OF GASTROINTESTINAL ENDOSCOPY VIDEOS IN CROHN'S DISEASE
Gastroenterology·2024
754 ARGES: AN AI-CENTRIC TOOLBOX FOR IBD CLINICAL TRIAL RESEARCH AND DEVELOPMENT
Gastroenterology·2024
Tu1992 ARGES-CMES: A NOVEL, CONTINOUS SCORING FOR ULCERATIVE COLITIS DISEASE SEVERITY: ASSOCIATION WITH CLINICAL MEASURES AND TREATMENT RESPONSE VARIABLES
Gastroenterology·2024
Will It Stick? A Case Report of Bronchopleural Fistula Treated With Fibrin Glue
2024
Spontaneous Malignant Mesothelioma - A Diagnostic Dilemma
2024
A Transthoracic Echocardiography (TTE) Based PH Detection Model Using View Agnostic Classifier
The Journal of Heart and Lung Transplantation·2024Open Access
Cardiac ultrasound simulation for autonomous ultrasound navigation
arXiv (Cornell University)·2024Open Access
Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos
Lecture notes in computer science·2024
EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension
Lecture notes in computer science·2024· 2 cited
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Frequent Co-authors

Maxime Sermesant(16), Nicholas Ayache(15), Hervé Delingette(14), Dorin Comaniciu(13), Ali Kamen(9), Bogdan Georgescu(9), Xavier Pennec(8), Ingmar Voigt(8), Kawal Rhode(7), Rui Liao(7), Shun Miao(6), Younès Boudjemline(6), Mihaela Pop(6), Jean‐Marc Peyrat(5), Kristin McLeod(5), Dominik Neumann(5), Neda Bernasconi(5), Razvan Ionasec(5), Julian Krebs(4), Reza Razavi(4)