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Judith Lieber

London School of Hygiene & Tropical Medicine

Keppel Street

London, WC1E 7HT

United Kingdom

  • London School of Hygiene & Tropical Medicine

SCHOLARLY PAPERS

2

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134

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Scholarly Papers (2)

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1.

Diagnostic Accuracy of Convolutional Neural Networks in Classifying Hepatic Steatosis from B-Mode Ultrasound Images: A Systematic Review with Meta-Analysis and Novel Validation in a Community Setting in South India

Number of pages: 30 Posted: 26 Feb 2025
Akshay Jagadeesh, Chanchanok Aramrat, Santosh Rai, Fathima Hana Maqsood, Adarsh Kibballi Madhukeshwar, Santhi Bhogadi, Judith Lieber, Hemant Mahajan, Santosh Kumar Banjara, Alex Lewin, Sanjay and Poppy Mallinson
London School of Hygiene & Tropical Medicine, London School of Hygiene & Tropical Medicine, Manipal Academy of Higher Education (MAHE), NMC Specialty Hospital, Yenepoya Medical College, Indian Council of Medical Research (ICMR), London School of Hygiene & Tropical Medicine, Indian Council of Medical Research (ICMR), Indian Council of Medical Research (ICMR) - National Institute of Nutrition, London School of Hygiene & Tropical Medicine, London School of Hygiene & Tropical Medicine and London School of Hygiene & Tropical Medicine
Downloads 91 (736,406)

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Artificial Intelligence, Machine Learning, Convolutional Neural Networks, Fatty Liver Disease, Ultrasonography

2.

Scalable Ultrasound-Based Detection of Hepatic Steatosis Using Label-Efficient Deep Leaning in a Rural Indian Cohort

Number of pages: 23 Posted: 25 Mar 2026
Evan McNab, Poppy Mallinson, Santosh Rai, Fathima Hana Maqsood, Adarsh Kibballi Madhukeshwar, Santhi Bhogadi, Judith Lieber, Hemant Mahajan, Santosh Kumar Banjara, Alex Lewin, Akshay Jagadeesh and Sanjay
University of Leeds, London School of Hygiene & Tropical Medicine, Manipal Academy of Higher Education (MAHE), NMC Specialty Hospital, Yenepoya Medical College, Indian Council of Medical Research (ICMR), London School of Hygiene & Tropical Medicine, Indian Council of Medical Research (ICMR), Indian Council of Medical Research (ICMR) - National Institute of Nutrition, London School of Hygiene & Tropical Medicine, London School of Hygiene & Tropical Medicine and London School of Hygiene & Tropical Medicine
Downloads 43 (1,170,409)

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Artificial intelligence, machine learning, Convolutional neural networks, Fatty liver disease, Ultrasonography, Label-efficient, Self-supervised, Altered learning