Rohit Loomba; Virginia C. Clark; Mattias Mandorfer; Marc Miravitlles; Mark Brantly; Saul J. Karpen; Aleksander Krag; Paul Y. Kwo; Don C. Rockey; Mark W. Russo; Antonio J. Sanchez; Scott Santarella; Suzanne R. Sharpton; Charlie Strange; Jeffrey H. Teckman; Alice M. Turner; Hugo E. Vargas; Pavel Strnad

A Scoping Review of the Photographic Assessment of Donor Liver Steatosis in Transplantation Using Artificial Intelligence

Clinical Transplantation 40(2) (2026)

Georgios Kourounis; Samuel J. Tingle; Ali Elmahmudi; Brian Thomson; Robin Nandi; Emily Thompson; Barney Stephenson; James Hunter; Hassan Ugail; Neil S. Sheerin; Colin Wilson

Artificial intelligence in metabolic dysfunction-associated steatotic liver disease: Transforming diagnosis and therapeutic approaches

World Journal of Gastroenterology 32(2) (2026)

Pablo Guillermo Hernández-Almonacid; Ximena Marín-Quintero

Recent Advances in the Application of Machine Learning Models in Metabolic Dysfunction–Associated Steatotic Liver Disease

Diabetes/Metabolism Research and Reviews 42(2) (2026)

Fang Yang; Xueyue Sun; Kui Jiang; Mingxin Zhang; Chao Sun

Morphometric Quantification of Steatosis and Fibrosis in Metabolic Liver Disease Associated With Type 2 Diabetes

Clinical Gastroenterology and Hepatology 24(5) (2026)

Oliver Fourati; Pauline Manchon; Phillipe Garteiser; Laurent Castera; Marco Dioguardi Burgio; Bernard Van Beers; Pierre Bedossa; Miguel Albuquerque; Thierry Poynard; Cédric Laouenan; Dominique Valla; Valéri Paradis

Limited use of FIB‐4 index in patients under 65 years of age with type 2 diabetes mellitus

Hepatology Research 55(4) (2024)

Mimi Kim; Eileen L. Yoon; Huiyul Park; Takanori Ito; Masatoshi Ishigami; Ae Jung Jo; Chul‐Min Lee; Bo‐Kyeong Kang; Hye‐Lin Kim; Taeang Arai; Masanori Atsukawa; Miwa Kawanaka; Hidenori Toyoda; Ming‐Lung Yu; Dae Won Jun; Mindie H. Nguyen

Visual assessment of liver steatosis at retrieval predicts long term liver transplant outcomes in donation following circulatory death

HPB 27(5) (2025)

Ning X. Ho; Samuel J. Tingle; Georgios Kourounis; Balaji Mahendran; Rebecca Bramley; Emily R. Thompson; Aimen Amer; Rodrigo Figueiredo; Stuart McPherson; Steve White; Colin Wilson

Defining an NK Cell–enriched Rejection-like Phenotype in Liver Transplant Biopsies From the INTERLIVER Study

Transplantation 109(8) (2025)

Katelynn S. Madill-Thomsen; Patrick T. Gauthier; Marwan Abouljoud; Chandra Bhati; David Bruno; Michał Ciszek; Magdalena Durlik; Sandy Feng; Bartosz Foroncewicz; Michał Grąt; Krzysztof Jurczyk; Josh Levitsky; Geoff McCaughan; Daniel Maluf; Aldo Montano-Loza; Dilip Moonka; Krzysztof Mucha; Marek Myślak; Agnieszka Perkowska-Ptasińska; Grzegorz Piecha; Trevor Reichman; Olga Tronina; Marta Wawrzynowicz-Syczewska; Samir Zeair; Philip F. Halloran

Histological assessment based on liver biopsy: the value and challenges in NASH drug development

Acta Pharmacologica Sinica 43(5) (2022)

Xiao-fei Tong; Qian-yi Wang; Xin-yan Zhao; Ya-meng Sun; Xiao-ning Wu; Li-ling Yang; Zheng-zhao Lu; Xiao-juan Ou; Ji-dong Jia; Hong You

Correlations Between MRI Biomarkers PDFF and cT1 With Histopathological Features of Non-Alcoholic Steatohepatitis

Frontiers in Endocrinology 11 (2021)

Andrea Dennis; Matt D. Kelly; Carolina Fernandes; Sofia Mouchti; Jonathan A. Fallowfield; Gideon Hirschfield; Michael Pavlides; Stephen Harrison; Manu V. Chakravarthy; Rajarshi Banerjee; Arun Sanyal

Deep learning enables pathologist-like scoring of NASH models

Scientific Reports 9(1) (2019)

Fabian Heinemann; Gerald Birk; Birgit Stierstorfer

Deep learning for automated boundary detection and segmentation in organ donation photography

Innovative Surgical Sciences 10(3) (2024)

Georgios Kourounis; Ali Ahmed Elmahmudi; Brian Thomson; Robin Nandi; Samuel J. Tingle; Emily K. Glover; Emily Thompson; Balaji Mahendran; Chloe Connelly; Beth Gibson; Lucy Bates; Neil S. Sheerin; James Hunter; Hassan Ugail; Colin Wilson

Quantitative multiparametric magnetic resonance imaging can aid non-alcoholic steatohepatitis diagnosis in a Japanese cohort

World Journal of Gastroenterology 27(7) (2021)

Kento Imajo; Louise Tetlow; Andrea Dennis; Elizabeth Shumbayawonda; Sofia Mouchti; Timothy J Kendall; Eve Fryer; Shogi Yamanaka; Yasushi Honda; Takaomi Kessoku; Yuji Ogawa; Masato Yoneda; Satoru Saito; Catherine Kelly; Matt D Kelly; Rajarshi Banerjee; Atsushi Nakajima

Fatty Liver Disease

Macsween's Pathology of the Liver (2018)

Dina G. Tiniakos; Quentin M. Anstee; Alastair D. Burt

Multi stain graph fusion for multimodal integration in pathology

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2022)

Chaitanya Dwivedi; Shima Nofallah; Maryam Pouryahya; Janani Iyer; Kenneth Leidal; Chuhan Chung; Timothy Watkins; Andrew Billin; Robert Myers; John Abel; Ali Behrooz

Modernizing metabolic dysfunction-associated steatotic liver disease diagnostics: the progressive shift from liver biopsy to noninvasive techniques

Therapeutic Advances in Gastroenterology 17 (2024)

David Hudson; Tamoor Afzaal; Hasan Bualbanat; Raaed AlRamdan; Nisha Howarth; Pavithra Parthasarathy; Alia AlDarwish; Emily Stephenson; Yousef Almahanna; Maytham Hussain; Luis Antonio Diaz; Juan Pablo Arab

Feasibility and agreement of stiffness measurements using gradient-echo and spin-echo MR elastography sequences in unselected patients undergoing liver MRI

The British Journal of Radiology (2018)

Guilherme Moura Cunha; Kevin J Glaser; Anke Bergman; Rodrigo P Luz; Eduardo H de Figueiredo; Flavia Paiva Proença Lobo Lopes

Donor Liver Small Droplet Macrovesicular Steatosis Is Associated With Increased Risk for Recipient Allograft Rejection

American Journal of Surgical Pathology 41(3) (2017)

Won-Tak Choi; Kuang-Yu Jen; Dongliang Wang; Mehdi Tavakol; John P. Roberts; Ryan M. Gill

Classification of the Stages of Nonalcoholic Steatohepatitis via Federated General Visual Representation Learning

International Journal of Imaging Systems and Technology 34(4) (2024)

Mehmet Nergiz

Nonalcoholic Fatty Liver Disease: Different Classifications Concordance and Relationship between Degrees of Morphological Features and Spectrum of the Disease

Analytical Cellular Pathology 2014 (2014)

Juliana Maya Monteiro; Geysa Maya Monteiro; Adriana Caroli-Bottino; Vera Lucia Pannain

Prediction of nonalcoholic fatty liver disease (NAFLD) activity score (NAS) with multiparametric hepatic magnetic resonance imaging and elastography

European Radiology 29(11) (2019)

Ziying Yin; Matthew C. Murphy; Jiahui Li; Kevin J. Glaser; Amy S. Mauer; Taofic Mounajjed; Terry M. Therneau; Heshan Liu; Harmeet Malhi; Armando Manduca; Richard L. Ehman; Meng Yin

Identification of tissue sections from decellularized liver scaffolds for repopulation experiments

Heliyon 7(2) (2021)

Philipp Felgendreff; Claudia Schindler; Franziska Mussbach; Chichi Xie; Felix Gremse; Utz Settmacher; Uta Dahmen

Deep learning quantification of percent steatosis in donor liver biopsy frozen sections

EBioMedicine 60 (2020)

Lulu Sun; Jon N. Marsh; Matthew K. Matlock; Ling Chen; Joseph P. Gaut; Elizabeth M. Brunt; S. Joshua Swamidass; Ta-Chiang Liu

A scoring system for the diagnosis of non-alcoholic steatohepatitis from liver biopsy

Journal of Pathology and Translational Medicine 54(3) (2020)

Kyoungbun Lee; Eun Sun Jung; Eunsil Yu; Yun Kyung Kang; Mee-Yon Cho; Joon Mee Kim; Woo Sung Moon; Jin Sook Jeong; Cheol Keun Park; Jae-Bok Park; Dae Young Kang; Jin Hee Sohn; So-Young Jin

Determination of Non-Invasive Biomarkers for the Assessment of Fibrosis, Steatosis and Hepatic Iron Overload by MR Image Analysis. A Pilot Study

Diagnostics 11(7) (2021)

Alba Meneses; José Manuel Santabárbara; Juan Antonio Romero; Roberto Aliaga; Alicia María Maceira; David Moratal

Deep Learning Based Steatosis Quantification of Liver Histopathology Images Using Unsupervised Feature Extraction

2022 2nd International Conference on Computing and Machine Intelligence (ICMI) (2022)

Meryem Altin Karagoz; Dervis Karaboga; Bahriye Akay; Alper Basturk; O. Ufuk Nalbantoglu

Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis

Computational and Structural Biotechnology Journal 21 (2023)

Yoshihisa Takahashi; Erdenetsogt Dungubat; Hiroyuki Kusano; Toshio Fukusato

Liver histology is associated with long-term clinical outcomes in patients with metabolic dysfunction–associated steatohepatitis

Hepatology Communications 8(6) (2024)

Zobair M. Younossi; Kamal Kant Mangla; Tina Landsvig Berentzen; Katrine Grau; Mette Skalshøi Kjær; Steen Ladelund; Louise Maymann Nitze; Crystal Coolbaugh; Chih-Yuan Hsu; Hannes Hagström

Imaging of nonalcoholic fatty liver disease and its clinical utility

Hormones 17(1) (2018)

Evangelos Chartampilas

Green Tea in Non-Alcoholic Fatty Liver Disease: A Double Blind Randomized Clinical Trial

Hepatitis Monthly 17(12) (2017)

Seyed Mohammad Tabatabaee; Seyed Moayed Alavian; Leila Ghalichi; Seyed Mohammad Miryounesi; Kazem Mousavizadeh; Shima Jazayeri; Mohammad Reza Vafa

Nonalcoholic Fatty Liver Disease/Non-Alcoholic Steatohepatitis in Childhood: Endocrine-Metabolic “Mal-Programming”

Hepatitis Monthly 14(4) (2014)

Sara Manti; Claudio Romano; Valeria Chirico; Martina Filippelli; Caterina Cuppari; Italia Loddo; Carmelo Salpietro; Teresa Arrigo

État des lieux sur la physiopathologie, le diagnostic et les traitements de la stéato-hépatite non alcoolique (NASH)

Annales Pharmaceutiques Françaises 81(2) (2023)

G. Grzych; L. Bernard; R. Lestrelin; A. Tailleux; B. Staels

The molecular diagnosis of rejection in liver transplant biopsies: First results of the INTERLIVER study

American Journal of Transplantation 20(8) (2020)

Katelynn Madill-Thomsen; Marwan Abouljoud; Chandra Bhati; Michał Ciszek; Magdalena Durlik; Sandy Feng; Bartosz Foroncewicz; Iman Francis; Michał Grąt; Krzysztof Jurczyk; Goran Klintmalm; Maciej Krasnodębski; Geoff McCaughan; Rosa Miquel; Aldo Montano-Loza; Dilip Moonka; Krzysztof Mucha; Marek Myślak; Leszek Pączek; Agnieszka Perkowska-Ptasińska; Grzegorz Piecha; Trevor Reichman; Alberto Sanchez-Fueyo; Olga Tronina; Marta Wawrzynowicz-Syczewska; Andrzej Więcek; Krzysztof Zieniewicz; Philip F. Halloran

Development and validation of a non-invasive model for diagnosing HBV-related liver cirrhosis

Clinica Chimica Acta 523 (2021)

Xiangyu Zhang; Peiran Huang; Xinyu Wang; Kaiqian Zhou; Feiyu Chen; Cheng Zhou; Lei Yu; Qing Lu; Jian Zhou; Jie Hu; Zheng Wang

Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE) (2020)

Ananya Jana; Hui Qu; Puru Rattan; Carlos D. Minacapelli; Vinod Rustgi; Dimitris Metaxas

Assessment of hepatic steatosis by controlled attenuation parameter using the M and XL probes: an individual patient data meta-analysis

The Lancet Gastroenterology & Hepatology 6(3) (2021)

David Petroff; Valentin Blank; Philip N Newsome; Shalimar; Cosmin Sebastian Voican; Maja Thiele; Victor de Lédinghen; Stephan Baumeler; Wah Kheong Chan; Gabriel Perlemuter; Ana-Carolina Cardoso; Sandeep Aggarwal; Magali Sasso; Peter J Eddowes; Michael Allison; Emmanuel Tsochatzis; Quentin M Anstee; David Sheridan; Jeremy F Cobbold; Sylvie Naveau; Monica Lupsor-Platon; Sebastian Mueller; Aleksander Krag; Marie Irles-Depe; David Semela; Grace Lai-Hung Wong; Vincent Wai-Sun Wong; Cristiane A Villela-Nogueira; Harshit Garg; Olivier Chazouillères; Johannes Wiegand; Thomas Karlas

Combined methods of optical spectroscopy and artificial intelligence in the assessment of experimentally induced non-alcoholic fatty liver

Computer Methods and Programs in Biomedicine 198 (2021)

Eduardo J. Arista Romeu; Josué D. Rivera Fernández; Karen Roa Tort; Alma Valor; Galileo Escobedo; Diego A. Fabila Bustos; Suren Stolik; José Manuel de la Rosa; Carolina Guzmán

This Is What Metabolic Dysfunction–Associated Steatotic Liver Disease Looks Like: Potential of a Multiparametric MRI Protocol

Seminars in Liver Disease 44(02) (2024)

Anja M. Fischer; Nazim Lechea; Harvey O. Coxson

A large-scale internal validation study of unsupervised virtual trichrome staining technologies on nonalcoholic steatohepatitis liver biopsies

Modern Pathology 34(4) (2021)

Joshua J. Levy; Nasim Azizgolshani; Michael J. Andersen; Arief Suriawinata; Xiaoying Liu; Mikhail Lisovsky; Bing Ren; Carly A. Bobak; Brock C. Christensen; Louis J. Vaickus

Automated hemangioma detection using Otsu based binarized Kaze features

Multimedia Tools and Applications 79(33-34) (2020)

Uğurhan Kutbay

Comparison of the diagnostic accuracy of shear wave elastography with transient elastography in adult nonalcoholic fatty liver disease: a systematic review and network meta-analysis of diagnostic test accuracy

Abdominal Radiology 50(2) (2024)

Ruri Yamaguchi; Tetsuro Oda; Kengo Nagashima

Artificial intelligence scoring of liver biopsies in a phase II trial of semaglutide in nonalcoholic steatohepatitis

Hepatology 80(1) (2023)

Vlad Ratziu; Sven Francque; Cynthia A. Behling; Vanja Cejvanovic; Helena Cortez-Pinto; Janani S. Iyer; Niels Krarup; Quang Le; Anne-Sophie Sejling; Dina Tiniakos; Stephen A. Harrison

R2 relaxometry based MR imaging for estimation of liver iron content: A comparison between two methods

Abdominal Radiology 44(9) (2019)

Juan S. Calle-Toro; Christian A. Barrera; Dmitry Khrichenko; Hansel J. Otero; Suraj D. Serai

Magnetic resonance elastography SE-EPI vs GRE sequences at 3T in a pediatric population with liver disease

Abdominal Radiology 44(3) (2019)

Juan S. Calle-Toro; Suraj D. Serai; Erum A. Hartung; David J. Goldberg; Bradley D. Bolster; Kassa Darge; Sudha A. Anupindi

Inter-reader agreement of magnetic resonance imaging proton density fat fraction and its longitudinal change in a clinical trial of adults with nonalcoholic steatohepatitis

Abdominal Radiology 44(2) (2018)

Jonathan C. Hooker; Gavin Hamilton; Charlie C. Park; Steven Liao; Tanya Wolfson; Soudabeh Fazeli Dehkordy; Cheng William Hong; Adrija Mamidipalli; Anthony Gamst; Rohit Loomba; Claude B. Sirlin

Reliability of diagnosis from Mohs slides: interpersonal and intrapersonal agreement on basal cell carcinoma presence and histological subtype

British Journal of Dermatology 175(3) (2016)

C.B. van Lee; E.E.F. Ip Vai Ching; K. Nasserinejad; H.A.M. Neumann; M.G.W. Bol; P.K. Dikrama; N.W.J. Kelleners-Smeets; S. Koljenović; K. Munte; V. Noordhoek Hegt; H.C. de Vijlder; T. Nijsten; R.R. van den Bos

Fatty Liver Disease

MacSween's Pathology of the Liver (2024)

Dina G. Tiniakos; Quentin M. Anstee; Elizabeth M. Brunt; Alastair D. Burt

An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images

Neural Computing and Applications 35(14) (2023)

Meryem Altin Karagoz; Bahriye Akay; Alper Basturk; Dervis Karaboga; O. Ufuk Nalbantoglu

Study of Methionine Choline Deficient Diet-Induced Steatosis in Mice Using Endogenous Fluorescence Spectroscopy

Molecules 24(17) (2019)

Alma Valor; Eduardo J. Arista Romeu; Galileo Escobedo; Adriana Campos-Espinosa; Ivette Irais Romero-Bello; Javier Moreno-González; Diego A. Fabila Bustos; Suren Stolik; Jose Manuel de la Rosa Vázquez; Carolina Guzmán

Head-to-head comparison of magnetic resonance elastography-based liver stiffness, fat fraction, and T1 relaxation time in identifying at-risk NASH

Hepatology 78(4) (2023)

Jiahui Li; Xin Lu; Zheng Zhu; Kyle J. Kalutkiewicz; Taofic Mounajjed; Terry M. Therneau; Sudhakar K. Venkatesh; Yi Sui; Kevin J. Glaser; Safa Hoodeshenas; Armando Manduca; Vijay H. Shah; Richard L. Ehman; Alina M. Allen; Meng Yin

Suboptimal reliability of liver biopsy evaluation has implications for randomized clinical trials

Journal of Hepatology 73(6) (2020)

Beth A. Davison; Stephen A. Harrison; Gad Cotter; Naim Alkhouri; Arun Sanyal; Christopher Edwards; Jerry R. Colca; Julie Iwashita; Gary G. Koch; Howard C. Dittrich

Inter-observer Variability in Histomorphological Evaluation of Non-neoplastic Liver Biopsy Tissue and Impact of Clinical Information on Final Diagnosis in Shahid Beheshti University of Medical Sciences Affiliated Hospitals

Iranian Journal of Pathology 14(03) (2019)

Zeinab Kishani farahani; Mahsa Ahadi; Behrang Kazeminejad; Tahmineh Mollasharifi; Malihe Saber Afsharian; Amir Sadeghi; Farahnaz Bidari zerehpoosh; Elena Jamali; Niki Hasanzadeh; Abolfazl Movafagh; Arash Dehghan; Arsham Moradi; Afshin Moradi

Exposure–response modeling of liver fat imaging endpoints in non‐alcoholic fatty liver disease populations administered ervogastat alone and co‐administered with clesacostat

CPT: Pharmacometrics & Systems Pharmacology 14(2) (2024)

Jim H. Hughes; Neeta B. Amin; Jessica Wojciechowski; Manoli Vourvahis

Precision diagnostics in transplanted organs using microarray-assessed gene expression: concepts and technical methods of the Molecular Microscope® Diagnostic System (MMDx)

Clinical Science 138(11) (2024)

Katelynn S. Madill-Thomsen; Philip F. Halloran

The Influence of Dietary Fat on Liver Fat Accumulation

Nutrients 6(11) (2014)

Charlotte Green; Leanne Hodson

Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease

Scientific Reports 9(1) (2019)

Nobuharu Tamaki; Mayu Higuchi; Masayuki Kurosaki; Sakura Kirino; Leona Osawa; Keiya Watakabe; Wan Wang; Mao Okada; Takao Shimizu; Kenta Takaura; Hitomi Takada; Shun Kaneko; Yutaka Yasui; Kaoru Tsuchiya; Hiroyuki Nakanishi; Jun Itakura; Yuka Takahashi; Nobuyuki Enomoto; Namiki Izumi