Giovanni Montana - Publications, H-index & Citations

Giovanni Montana

University of Warwick

39H指数

240论文数

7.2K被引数

收录论文 39

发表时间

Achieving collective welfare in multi-agent reinforcement learning via suggestion sharing 通过建议共享在多智能体强化学习中实现集体福利

Machine Learning

IF2.9

2025-07-15

OAAI

Yue Jin; Shuangqing Wei; Giovanni Montana

Decoding viewer emotions in video ads 在视频广告中解码观看者的情绪

SCIENTIFIC REPORTS

IF3.9

2024-11-02

OAAI

Antonov, Alexey; Kumar, Shravan Sampath; Wei, Jiefei; Headley, William; Wood, Orlando; Montana, Giovanni

Increasing transparency of computer-aided detection impairs decision-making in visual search

PSYCHONOMIC BULLETIN & REVIEW

IF3

2024-10-24

OAAI

Kunar, Melina A.; Montana, Giovanni; Watson, Derrick G.

Are better AI algorithms for breast cancer detection also better at predicting risk? A paired case-control study

BREAST CANCER RESEARCH

IF5.6

2024-02-07

OAAI

Santeramo, Ruggiero; Damiani, Celeste; Wei, Jiefei; Montana, Giovanni; Brentnall, Adam R.

Goal-conditioned offline reinforcement learning through state space partitioning 基于状态空间划分的目标条件离线强化学习

MACHINE LEARNING

IF2.9

2024-02-05

OAAI

Wang, Mianchu; Jin, Yue; Montana, Giovanni

Sex differences in internalizing symptoms and inflammatory biomarkers in young adolescents

PSYCHONEUROENDOCRINOLOGY

IF3.6

2024-02-01

PREAI

Pollard, Rebecca; Chen, Pei Jung; Lawrence, Andrew J.; Ma, Xuemei; Johnson-Trewick, Olivia; Amasi-Hartoonian, Nare; Kretzer, Svenja; Morgan, Craig; Harding, Seeromanie; Schumann, Gunter; Pariante, Carmine; Mehta, Mitul; Montana, Giovanni; Nosarti, Chiara; Desrivieres, Sylvane; Rodriguez-Mateos, Ana; Dazzan, Paola

Immune activation following exposure to area-level deprivation in adolescence

PSYCHONEUROENDOCRINOLOGY

IF3.6

2024-02-01

PREAI

Ma, Xuemei; Pollard, Rebecca; Chen, Pei-Jung; Matter, Maryam; Kretzer, Svenja; Lawrence, Andrew J.; Vallee, Corentin; Trewick, Olivia Johnson; Morgan, Craig; Harding, Seeromanie; Schumann, Gunter; Nikkheslat, Naghmeh; Pariante, Carmine; Mehta, Mitul; Montana, Giovanni; Rodriguez-Mateos, Ana; Nosarti, Chiara; Dazzan, Paola

Development and validation of open-source deep neural networks for comprehensive chest x-ray reading: a retrospective, multicentre study

LANCET DIGITAL HEALTH

IF24.1

2024-01-01

OAAI

Cid, Yashin Dicente; Macpherson, Matthew; Gervais-Andre, Louise; Zhu, Yuanyi; Franco, Giuseppe; Santeramo, Ruggiero; Lim, Chee; Selby, Ian; Muthuswamy, Keerthini; Amlani, Ashik; Hopewell, Heath; Indrajeet, Das; Liakata, Maria; Hutchinson, Charles E.; Goh, Vicky; Montana, Giovanni

An optimization framework to guide the choice of thresholds for risk-based cancer screening

NPJ DIGITAL MEDICINE

IF15.1

2023-11-28

OAAI

Brentnall, Adam R.; Atakpa, Emma C.; Hill, Harry; Santeramo, Ruggiero; Damiani, Celeste; Cuzick, Jack; Montana, Giovanni; Duffy, Stephen W.

Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning

MACHINE LEARNING

IF2.9

2023-11-06

OAAI

Beeson, Alex; Montana, Giovanni

Model-based trajectory stitching for improved behavioural cloning and its applications

MACHINE LEARNING

IF2.9

2023-09-27

OAAI

Hepburn, Charles A.; Montana, Giovanni

Evaluation of an AI Model to Assess Future Breast Cancer Risk

RADIOLOGY

IF15.2

2023-06-01

PREAI

Damiani, Celeste; Kalliatakis, Grigorios; Sreenivas, Muthyala; Al-Attar, Miaad; Rose, Janice; Pudney, Clare; Lane, Emily F.; Cuzick, Jack; Montana, Giovanni; Brentnall, Adam R.

Video Object Segmentation using Point-based Memory Network 基于点的记忆网络的视频对象分割

PATTERN RECOGNITION

IF7.6

2023-02-01

OAAI

Gao, Mingqi; Han, Jungong; Zheng, Feng; Yu, James J. Q.; Montana, Giovanni

A Persistent Homology-Based Topological Loss for CNN-Based Multiclass Segmentation of CMR

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-01-01

OAAI

Byrne, Nick; Clough, James R.; Valverde, Israel; Montana, Giovanni; King, Andrew P.

Learning multi-agent coordination through connectivity-driven communication

MACHINE LEARNING

IF2.9

2022-12-29

OAAI

Pesce, Emanuele; Montana, Giovanni

The eBRAIN study: The impact of early adversity on trajectories of brain maturation and mental health in young adolescents - A prospective cohort study

brain behavior and immunity

IF0

2022-12-01

OAAI

Pollard, Rebecca; Chen, Pei Jung; Mackes, Nuria; Lawrence, Andrew J.; Ma, Xuemei; Matter, Maryam; Kretzer, Svenja; Morgan, Craig; Harding, Seeromanie; Schumann, Gunter; Pariante, Carmine; Mehta, Mitul; Montana, Giovanni; Nosarti, Chiara; Desrivieres, Sylvane; Rodriguez-Mateos, Ana; Dazzan, Paola

Mediators and moderators in the relationship between maternal childhood adversity and children's emotional and behavioural development: a systematic review and meta-analysis 母亲童年逆境与儿童情绪和行为发展之间关系的中介者和调节者: 系统回顾和荟萃分析

PSYCHOLOGICAL MEDICINE

IF5.5

2022-06-22

OAAI

Ma, Xuemei; Biaggi, Alessandra; Sacchi, Chiara; Lawrence, Andrew J.; Chen, Pei-Jung; Pollard, Rebecca; Matter, Maryam; Mackes, Nuria; Hazelgrove, Katie; Morgan, Craig; Harding, Seeromanie; Simonelli, Alessandra; Schumann, Gunter; Pariante, Carmine M.; Mehta, Mitul; Montana, Giovanni; Rodriguez-Mateos, Ana; Nosarti, Chiara; Dazzan, Paola

Reinforcement learning for robotic manipulation using simulated locomotion demonstrations

MACHINE LEARNING

IF2.9

2021-11-24

OAAI

Kilinc, Ozsel; Montana, Giovanni

Automated Triaging of Adult Chest Radiographs with Deep Artificial Neural Networks (vol 291, pg 196, 2019)

RADIOLOGY

IF15.2

2019-04-01

OAAI

Annarumma, Mauro; Withey, Samuel J.; Bakewell, Robert J.; Pesce, Emanuele; Goh, Vicky; Montana, Giovanni