Image analysis and machine learning in digital pathology: Challenges and opportunities
Cited by (1,000)
Items 701–800 of 1,000
- Multimodal Integration Enhances Tissue Image Information Content: A Deep Feature PerspectiveFatemehzahra Darzi, Thomas Wilhelm Bocklitz · 2025 · Bioengineering
- CMAF-Net: cross-modal attention fusion with information-theoretic regularization for imbalanced breast cancer histopathologyWisdom Xornam Ativi, Wenyu Chen, Lazarus Kwao, Williams Ayivi, Francis Sam, Ali Alqahtani, Yeong Hyeon Gu, Mugahed A. Al–antari · 2026 · Scientific Reports
- AI and the digital pathology revolution: clinical applications in cancer diagnosis and assessmentSomnath Paul, H Michael Isaacs, Richard J. Côté · 2026 · Expert Review of Molecular Diagnostics
- Artificial intelligence and the evolution of pathology: Scaling from digital diagnostics to multimodal precision medicineChien Dinh Huynh · 2026 · Intelligence-Based Medicine
- Basic concepts in digitizing slides: An overviewOmnia Samir, Ebtissam Alerraqi · 2023 · Advances in clinical and experimental Dentistry/Advances in clinical and experimental Dentistry
- Assessment of AURKA expression and prognosis prediction in lung adenocarcinoma using machine learning-based pathomics signatureCuiqing Bai, Yan Sun, Xiuqin Zhang, Zhitong Zuo · 2024 · Heliyon
- Gradient-guided Multi-attention Fusion: An Artificial Intelligence-enhanced Melanoma Diagnosis System Integrating Convolutional Neural Network and Vision Transformer ArchitecturesNaif Mohammed Alzahrani, Naif Awwadh Almutairi, Wafa Ali Alrezqi, Tahalil Zamil A. Aldhuwayhi, Faris Alhumaid, Rinad Hamad Alenazi, Ahmed Mohammed Alolyan, Malaz Alkhatib, Ali Mohammed K. Aleid · 2025 · Journal of Advanced Trends in Medical Research
- Machine learning-based identification of diagnostic and prognostic mitotic cell cycle genes in hepatocellular carcinomaCeren Sucularlı · 2025 · PLoS ONE
- AutoPathML: Automated Machine Learning for Histology Images via Large Language Model and Multi‐AgentYiqing Shen, Chong Wang, Jing Ke · 2025 · Artificial Intelligence for Engineering
- An Effective Multi-Patch Deep Learning Method for Mitosis Detection in Breast HistopathologyKusuma Sri M., S. Satheeskumaran · 2025 · Journal of Trends in Computer Science and Smart Technology
- Nuclei graph local features for basal cell carcinoma classification in whole slide imagesDavid Romo‐Bucheli, Germán Corredor, Juan D. García‐Arteaga, Viviana Arias, Eduardo Romero · 2017 · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
- KI gestern und heuteArne Sonar, Karsten Weber · 2020 · Arbeit
- Loss of fidelity in scanned digital images compared to glass slides of brain tumors resected using cavitron ultrasonic surgical aspiratorCathryn René Cadwell, Sarah Bowman, Zoltan G. Laszik, Melike Pekmezci · 2021 · Brain Pathology
- C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor DecompositionEkta Guiral, Georgios Theocharous, Evangelos E. Papalexakis · 2020 · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)
- Selection of high-producing clones by a relative titer predictive model using image analysisWeihong Tao, Waqas Ahmed, Meijin Guo, Ali Mohsin, Bing Fang Wu, Rongxiu Li · 2021 · Annals of Translational Medicine
- Künstliche Intelligenz und Gesundheit. Ethische, philosophische und sozialwissenschaftliche ExplorationenArne Sonar, Karsten Weber · 2022 · Franz Steiner Verlag eBooks
- Analysis of Temporal Tensor Datasets on Product Grassmann ManifoldBojan Batalo, Lincon Sales de Souza, Bernardo Bentes Gatto, Naoya Sogi, Kazuhiro Fukui · 2022 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Explicabilité et interprétabilité en Intelligence Artificielle : vers une IA responsable - Instanciation dans le domaine de la santéDaniel Racoceanu, Mehdi Ounissi, Yannick L. KERGOSIEN · 2022 · Technologies logicielles Architectures des systèmes
- HE-to-PAS histological stain conversion by GAN in renal pathologyMateusz Lysik, Żaneta Świderska-Chadaj, Tomasz Markiewicz, Tomasz Leś, Szczepan Cierniak, Małgorzata Lorent · 2022 · International Joint Conference on Neural Networks (IJCNN)
- Extended depth of field imaging for mosaic hyperspectral imagesArmand P. Rathgeb, Ling Ma, Minh H. Tran, Baowei Fei · 2023 · SPIE Medical Imaging: Digital and Computational Pathology
- Advances in the application of computational pathology in diagnosis, immunomicroenvironment recognition, and immunotherapy evaluation of breast cancer: a narrative reviewJie Luo, Xia Li, Kang‐Lai Wei, Gang Chen, Dandan Xiong · 2023 · Journal of Cancer Research and Clinical Oncology
- Digital Versus Conventional Teaching of Surgical Pathology: A Comparative StudyPushpak Chaudhari, Shilpa Gupta, Shanu Srivastav, Vivek Sanker, Gnana Deepthi Medarametla, Akash Pandey, Yash Agarwal · 2023 · Cureus
- Feature Selection and Comparative Analysis of Breast Cancer Prediction Using Clinical Data and Histopathological Whole Slide ImagesSarfaraz Ahmed Mohammed, Senuka D. Abeysinghe, Anca Ralescu · 2023 · Advances in Artificial Intelligence and Machine Learning
- Information Added U-Net with Sharp Block for Nucleus Segmentation of Histopathology ImagesAnusua Basu, Mainak Deb, Arunita Das, Krishna Gopal Dhal · 2023 · Optical Memory and Neural Networks
- An Optimized and Advanced Algorithm for the Quantification of Immunohistochemical Biomarkers in KeratinocytesLindsey G. Siegfried, Sophie M. Bilik, Jamie Lee Burgess, Paola Catanuto, Ivan Jozic, Irena Pastar, Rivka C. Stone, Marjana Tomic‐Canic · 2024 · JID Innovations
- Application of artificial intelligence models to predict the compressive strength of concreteLucas Elias de Andrade Cruvinel, Wanderlei Malaquias Pereira, Amanda Isabela de Campos, Rogério Pinto Espíndola, Antover Panazzolo Sarmento, Daniel de Lima Araújo, Gustavo de Assis Costa, ROBERTO DUTRA · 2024 · Advances in Computational Intelligence
- Causal debiasing for unknown bias in histopathology—A colon cancer use caseRamón Correa, Rish K. Pai, Kingsley Ebare, Daniel D. Buchanan, Mark A. Jenkins, Amanda I. Phipps, Polly A. Newcomb, Steve Gallinger, Robert C. Grant, Loı̈c Le Marchand et al. · 2024 · PLoS ONE
- Enhancing Image Retrieval Performance With Generative Models in Siamese NetworksAlejandro Golfe, Adrián Colomer, José Padres, Valery Naranjo · 2025 · IEEE Journal of Biomedical and Health Informatics
- An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolutionMinghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song · 2025 · Scientific Reports
- Computational staining of unlabelled tissueSpyridon Bakas, Michael D. Feldman · 2019 · Nature Biomedical Engineering
- Distributed Microbiology TestingDavid R. Peaper, Thomas J S Durant, Sheldon M Campbell · 2019 · Clinics in Laboratory Medicine
- Robust Registration of Statistical Shape Models for Unsupervised Pathology AnnotationDana Rahbani, Andreas Morel-Forster, Dennis Madsen, Marcel Lüthi, Thomas R. Vetter · 2019 · Lecture notes in computer science
- Multimodal Image-to-Image Translation for Generation of Gastritis ImagesRen Togo, Takahiro Ogawa, Miki Haseyama · 2020 · Proceedings - International Conference on Image Processing
- Digital image analysis of immunohistochemistry KI-67 using QuPath software in breast cancerHermin Aminah Usman, Fauzan Ali Zainal Abidin · 2021 · Jurnal kedokteran dan kesehatan Indonesia
- Liver Histopathological Image Retrieval Based on Deep Metric LearningPengshuai Yang, Yupeng Zhai, Lin Li, Hairong Lv, Jigang Wang, Chengzhan Zhu, Rui Jiang · 2019 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Comparative Analysis of Classic Computer Vision Methods and Deep Convolutional Neural Networks for Floor SegmentationAnastasiia Skoryk, Yurii Chyrka, Ievgen M. Gorovyi, Oleksiy Grechnyev, Pavlo L. Vyplavin · 2020 · IEEE International Conference on Data Stream Mining & Processing (DSMP)
- Using Deep Learning to Automate Eosinophil Counting in Pediatric Ulcerative Colitis Histopathological ImagesJames K. Reigle, Oscar F. Lopez‐Nunez, Erik Drysdale, Dua Abuquteish, Xiaoxuan Liu, Juan Putra, Lauren Erdman, Anne Marie Griffiths, V. B. Surya Prasath, Iram Fatima S. Siddiqui et al. · 2024 · medRxiv
- Deep learning for robust segmentation and explainable analysis of 3d and dynamic cardiac imagesQiao Zheng · 2019 · theses.fr (ABES)
- An AI based, open access screening tool for early diagnosis of Burkitt lymphomaNikil Nambiar, Vineeth Rajesh, Akshay Nair, Sunil Nambiar, Renjini Nair, Rajesh Uthamanthil, Teresa Cherop Lotodo, Shachi Mittal, Steven J. Kussick · 2024 · Frontiers in Medicine
- IDH-mutant glioma risk stratification via whole slide images: Identifying pathological feature associationsXiaotao Wang, Zilong Wang, Weiwei Wang, Zaoqu Liu, Zeyu Ma, Yang Guo, Dingyuan Su, Qiuchang Sun, Dongling Pei, Wenchao Duan et al. · 2024 · iScience
- Dynamic feature extraction and histopathology domain shift alignment for mitosis detectionJiangxiao Han, Shikang Wang, Liang Wu, Wenyu Liu · 2025 · Image and Vision Computing
- AI-based virtual immunocytochemistry for rapid and robust fine needle aspiration biopsy diagnosisIrfan Ahmed, Wei Zhang, Pikting Cheung, Vardhan Basnet, Zulfiqar Ali, May P. Y. Tse, Fraser Hill, Tom Tak Lam Chan, Haibo Hu, Xinyue Li et al. · 2025 · Diagnostic Pathology
- Artificial intelligence in cancer diagnosis and therapyEdeh Michael Onyema · 2025 · Elsevier eBooks
- Enhancing Melanoma Diagnosis in Histopathology with Deep Learning and Synthetic Data AugmentationAlex Rodriguez Alonso, Ana Sanchez Diez, Goikoane Cancho-Galan, Rafael Ibarrola-Altuna, Gonzalo Irigoyen Miró, Cristina Penas, María Dolores Boyano, Rosa Izu Belloso · 2025 · Bioengineering
- Explainable AI-Based Semantic Retrieval from an Expert-Curated Oncology Knowledge Graph for Clinical Decision SupportSameer Mushtaq, Marcello Trovati, Nik Bessis · 2025 · Future Internet
- MOLiNAS: multi-objective lightweight neural architecture search for whole-slide multi-class blood cell segmentationZeki Kuş, Berna Kıraz, Musa Aydın, Alper Kıraz · 2025 · Health Information Science and Systems
- Context-Aware Contrastive Learning for Virtual IHC Staining With Inconsistent Image PairsJiahan Li, Yu Lei, Jiuyang Dong, Yongbing Zhang, Haiyu Zhou, Xiaopeng Fan B · 2025 · IEEE Transactions on Image Processing
- Identifying phenotype-genotype-function coupling in 3D organoid imaging using Shape, Appearance and Motion Phenotype Observation Tool (SPOT)Felix Zhou, Brittany‐Amber Jacobs, Adam Norton-Steele, Xiaoyue Han, Linna Zhou, Thomas M. Carroll, Carlos Ruiz Puig, Joseph Chadwick, Xiao Qin, Richard Lisle et al. · 2026 · Nature Communications
- Semiquantitative immunohistochemical (IHC) pixelwise H-score of mitochondrial transcription factor A (TFAM) in gastric adenocarcinoma (GAC): clinicopathological significance and association with p53 and HER2Liang-Hung Ou, Hui-Ting Lee, Chia-I Lin, Wan‐Chun Li, Chen-Sung Lin, Chen-Sung Lin, Chiang‐Ting Chien · 2025 · World Journal of Surgical Oncology
- Seamless full-field imaging with uniform resolution via wavevector-compensated Fourier ptychographyTianci Feng, Aiye Wang, Jinghao Xu, Huiqin Gao, Dandan Hui, Xuan Li, An Pan · 2025 · Optics and Lasers in Engineering
- A histopathology aware DINO model with attention based representation enhancementMerve Ozkan, Caner Özcan, Cody Bumgardner, Mahmut Selman Gokmen · 2025 · Scientific Reports
- Development of a deep learning-based histological evaluation model for critical-size bone defect healing in rats – an objective toolJonas Neijhoft, W. Virefléau, Y. Zhao, Santiago Bianconi, René Danilo Verboket, C. Hoog Antink, I. Marzi, D. Henrich · 2026 · Bone
- ADNF-Clustering: An Adaptive and Dynamic Neuro-Fuzzy Clustering for Leukemia PredictionMarco Aruta, Ciro Listone, Giuseppe Antonio Murano, Aniello Murano · 2025 · IEEE International Conference on e-Health Networking, Applications and Services (Healthcom)
- A human-in-the-loop explanation framework for morphologically transparent AI predictions from whole-slide imagesPeiliang Lou, Yitan Zhu, Nicholas Chia, Roopa Kumari, William Yang, Yan Wang, Brenna C. Novotny, Stacey J. Winham, Ruifemg Guo, Ellen L. Goode et al. · 2026 · npj Digital Medicine
- Mapping the landscape of AI-driven digital twins in medical diagnosis: A scoping review on core technologies, applications, and implementation barriersShiying Shen, Wenhao Qi, Xin Liu, Jianwen Zeng, Sixie Li, Guoping Peng, Pan Li, Jinghua Wang, Xiaodong Lü, Shihua Cao · 2026 · Artificial Intelligence in Medicine
- A Hybrid ResNet U-Net++ Architecture with ASPP and SE for Fish Histological Image SegmentationAntonio Fhillipi Maciel Silva, Yanna Leidy Ketley Fernandes Cruz, Kayla Rocha Braga, Wesley Batista Dominices De Araujo, Raimunda Nonata Fortes Carvalho Neta, Ewaldo Éder Carvalho Santana · 2026 · Eng—Advances in Engineering
- Recent technical advances in whole slide imaging instrumentationPrateek Katare, Sai Siva Gorthi · 2021 · Journal of Microscopy
- Automated classification of celiac disease in histopathological images: a multi-scale approachSimon Püttmann, Lluis Borràs Ferrís, Niccolò Marini, Witali Aswolinskiy, Simona Vatrano, Filippo Fraggetta, Irıs D. Nagtegaal, Chella R. S. van der Post, Francesco Ciompi, Manfredo Atzori et al. · 2024 · SPIE Medical Imaging: Computer-Aided Diagnosis
- Deep Learning-Based Automated Measurement of Murine Bone Length in RadiographsRuichen Rong, Kristin Denton, Kevin W. Jin, Peiran Quan, Zhuoyu Wen, Julia Kozlitina, Stephen Lyon, Aileen Wang, Carol A. Wise, Bruce Beutler et al. · 2024 · Bioengineering
- PViT-AIR: Puzzling vision transformer-based affine image registration for multi histopathology and faxitron images of breast tissueNegar Golestani, Aihui Wang, Golnaz Moallem, Gregory R. Bean, Mirabela Rusu · 2024 · Medical Image Analysis
- Label-Free Evaluation of Lung and Heart Transplant Biopsies Using Tissue Autofluorescence-Based Virtual StainingYuzhu Li, Nir Pillar, Tairan Liu, Guangdong Ma, Yuxuan Qi, Kevin d. Haan, Yijie Zhang, Xilin Yang, Adrian J. Correa, Guang‐Qian Xiao et al. · 2025 · BME Frontiers
- Revolutionizing cardiovascular disease classification through machine learning and statistical methodsTapan Kumar Behera, Siddhartha Sathia, Sibarama Panigrahi, Pradeep Kumar Naik · 2024 · Journal of Biopharmaceutical Statistics
- RCS-YOLO: A Rapid and Precise Brain Tumor Detection Framework Utilizing the Adam OptimizerD. SIRI MEGHANA, A. Manimaran · 2025 · International Conference on Ambient Intelligence in Health Care (ICAIHC)
- Deep learning algorithms from histopathological images stratify molecular subtypes for leiomyosarcoma: a proof-and-concept diagnostic studyShaohui He, Jun Chen, Yan Fang Liu, Yanbin Xiao, Mei Li, Qi Zhang, Dongjie Jiang, Mengchen Yin, Xin Jiang, Na Cui et al. · 2025 · International Journal of Surgery
- 2AM: Weakly Supervised Tumor Segmentation in Pathology via CAM and SAM SynergyChenyu Ren, Liwen Zou, Luying Gui · 2025 · Electronics
- Pattern and structural detection in grayscale images through the application of quantile graphs in higher-dimensional spacesMário Lucas Vicchietti, Fernando Manuel Ramos, Andriana S. L. O. Campanharo · 2025 · Scientific Reports
- Artificial Intelligence In OncologyA. A. Pakhomova · 2020 · Glavvrač (Chief Medical Officer)
- The Job Market Outlook for Residency Graduates: Clear Weather Ahead for the Butterflies?Ralph Green, Michael A. Hogarth, Michael B. Prystowsky, Hooman H. Rashidi · 2018 · Archives of Pathology & Laboratory Medicine
- Digital Image Analysis and Virtual Microscopy in PathologyPranab Dey · 2018 · Springer eBooks
- Coherence-regularized discriminative dictionary learning for histopathological image classificationHongzhong Tang, Xiao Li, Xiaogang Zhang, Dongbo Zhang, Lizhen Mao, Ting Liu · 2019 · Signal Image and Video Processing
- Prediction of anterior cruciate ligament injury from MRI using deep learningNguyen Khanh Hung Truong, P.T.A. Nguyen, Quang Hien Kha, Ngoc Hoang Le, Văn Tuấn Lê, Thi Cao, Ho Thanh Lam Luu, Nguyen Quoc Khanh Le, Jiunn‐Horng Kang · 2021 · International Forum on Medical Imaging in Asia (IFMIA)
- Unsupervised Representation Learning From Pathology Images With Multi-Directional Contrastive Predictive CodingJacob Carse, Frank Carey, Stephen James McKenna · 2021 · IEEE International Symposium on Biomedical Imaging (ISBI)
- Virtual MicroscopyRM Vatchala Rani, BC Manjunath, Manas Bajpai, Rohit Sharma, Pooja Gupta, Akshay Bhargava · 2021 · Indian Journal of Dental Sciences
- Processing Tissue Micro-Array Images Using Machine Learning Techniques as Preparation for Determining Gleason Grade of Prostate CancerZihan Xiong, Yixuan Zheng, Jiayue Qiu · 2021 · International Conference on Bioinformatics Research and Applications (ICBRA)
- ANT-UNet: Accurate and Noise-Tolerant Segmentation for Pathology Image ProcessingYufei Chen, Tingtao Li, Qinming Zhang, Wei Mao, Nan Guan, Mei Tian, Hao Yu, Cheng Zhuo · 2021 · ACM Journal on Emerging Technologies in Computing Systems
- Big data analytics techniques for healthcareMd. Ashrafuzzaman, M. Haque Milu, Anika Anjum, Farzana Khanam, Md. Asadur Rahman · 2022 · Elsevier eBooks
- Impact of Patch Extraction Variables on Histopathological Imagery Classification Using Convolution Neural NetworksWillmer Rafell Quiñones Robles, Murtaza Ashraf, Mun Yong Yi · 2021 · International Conference on Computational Science and Computational Intelligence (CSCI)
- Beyond the colors: enhanced deep learning on invasive ductal carcinomaMustafa Öztürk, Münevver Baran, Fatma Lati̇foğlu · 2022 · Neural Computing and Applications
- An accelerated pipeline for multi-label renal pathology image segmentation at the whole slide image levelHaoju Leng, Ruining Deng, Zuhayr Asad, R. Michael Womick, Haichun Yang, Lipeng Wan, Yuankai Huo · 2023 · SPIE Medical Imaging: Digital and Computational Pathology
- Biyomedikal Görüntülerin Bölütlenmesine Yönelik Derin Öğrenmeye Dayalı Yöntemler: Bir Gözden GeçirmeTuğba ŞENTÜRK, Fatma Lati̇foğlu · 2023 · Dicle Üniversitesi Fen Bilimleri Enstitüsü Dergisi
- Muscle fibre morphometric analysis ( MusMA ) correlates with muscle function and cardiovascular risk prognosisLarisse Longo, Bárbara Jonson Bartikoski, Valessa Emanoele Gabriel de Souza, Fernando Salvati, Carolina Uribe Cruz, Guido Lenz, Ricardo Machado Xavier, Mário Reis Álvares‐da‐Silva, Eduardo Cremonese Filippi‐Chiela · 2024 · International Journal of Experimental Pathology
- SlideSeg: a Python module for the creation of annotated image repositories from whole slide imagesBrendan T. Crabb, Niels H. Olson · 2018 · SPIE Medical Imaging: Digital and Computational Pathology
- A Generalized Densely Connected Encoder-Decoder Network for epithelial and stromal regions segmentation in histopathological imagesChunyang Niu, Xiang Li, Zhigang Zhao, Jidong Huo · 2019 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- A digital image analysis study on the disintegration kinetics of reticular fibers in the ethylene glycol‐induced rat liver tissueSerpil Ünver Saraydın, Dursun Saraydın, Zeynep Deniz Şahin İnan · 2020 · Microscopy Research and Technique
- Brain Immunoinformatics: A Symmetrical Link between Informatics, Wet Lab and the ClinicIsmini E. Papageorgiou, Daniel Bittner, Marios‐Nikos Psychogios, Stathis Hadjidemetriou · 2021 · Symmetry
- Multiplex Immunofluorescence and the Digital Image Analysis Workflow for Evaluation of the Tumor Immune Environment in Translational ResearchFrank R. Rojas, Sharia D. Hernandez, Rossana Lazcano, Caddie Laberiano-Fernández, Edwin Roger Parra · 2022 · Vide Leaf, Hyderabad eBooks
- Content-based Image Retrieval of Gigapixel Histopathology Scans: A Comparative Study of Convolution Neural Network, Local Binary Pattern, and Bag of visual WordsShivam Kalra · 2018 · UWSpace (University of Waterloo)
- Fully Convolutional Network for Melanoma DiagnosticsAdon Phillips, Iris YH Teo, Jochen Lang · 2018 · arXiv (Cornell University)
- Same same but different: a web-based deep learning application for the histopathologic distinction of cortical malformationsJoshua Kubach, Angelika Mühlebner, Figen Söylemezoğlu, Hajime Miyata, Pitt Niehusmann, Mrinalini Honavar, Fábio Rogério, S-H. Kim, Eleonora Aronica, Rita Garbelli et al. · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
- The assessment of Computer Vision Algorithms for the Diagnosis of Prostatic Adenocarcinoma in Surgical SpecimensSyed Usama Khalid Bukhari, Ubeer Mehtab, Syed Shahzad Hussain, Asmara Syed, Syed Umar Armaghan, Syed Sajid Hussain Shah · 2020 · medRxiv
- From Digital to Computational Pathology and Integrated Diagnostics: The Future of HistopathologyMuhammed Mubarak · 2021 · Journal of College of Physicians And Surgeons Pakistan
- AI-Driven Cervical Cancer Cytological Diagnosis Solution based on Large Scale Data Collections and Annotations: A Multi-centre Clinical ValidationWeimiao Yu, Fan Zhang, Kokhaur Ong, Xinmi Huo, Longjie Li, Peiyao Li, Qihui Wu, Keda Yang, Haoda Lu, Lixiang Wu et al. · 2023 · Research Square
- Synthetic Histology Images for Training AI Models: A Novel Approach to Improve Prostate Cancer DiagnosisDerek J. Van Booven, Cheng‐Bang Chen, Oleksander Kryvenko, Sanoj Punnen, Víctor Sandoval, Sheetal Malpani, Ahmed Noman, Farhan Ismael, Andres Briseño, Yujie Wang et al. · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
- WITHDRAWN: Histomorphometric Image Classifier of Different Grades of Oral Squamous Cell Carcinoma Using Transfer Learning and Convolutional Neural NetworkDr Ayushi Jain, Nitika Gupta, Pooja Sharma, Om Prakash Gupta, Shalini Gupta, Amaresh Kumar Sahoo · 2024 · Journal of Stomatology Oral and Maxillofacial Surgery · Retracted
- Premix: Label-Efficient Multiple Instance Learning Via Non-Contrastive Pre-Training and Feature MixingBryan Wong, Mun Yong Yi · 2025 · SSRN Electronic Journal
- Pathologist-interpretable breast cancer subtyping and stratification from AI-inferred nuclear featuresRanjan Kumar Barman, Saugato Rahman Dhruba, Danh-Tai Hoang, Eldad David Shulman, Emma M. Campagnolo, Andy T. Wang, Stephanie A. Harmon, Tom C. Hu, Antonios Papanicolau‐Sengos, MacLean P. Nasrallah et al. · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
- Quantitative analysis of tendon histopathology using digital pathology in rat models with Achilles tendon injuryJae Hyeon Park, Sun Gun Chung, Ji-Young Jun, Jin-Ju Lee, Kyoungbun Lee · 2022 · Connective Tissue Research
- A Hybrid Approach to Osteosarcoma Detection Using Densenet201-SVM ModelDeraw Kamaran Salih, Abdalbasit Mohammed Qadir, Mazen Ismaeel Ghareb · 2023 · International Symposium on Digital Forensics and Security (ISDFS)
- A robust transfer learning approach for colorectal cancer identification based on histopathology imagesToto Haryanto, Helmi Al Farel, Heru Seok Suhartanto, Kusmardi Kusmardi, Marina Yusoff, Jasni Mohamad Zain, Ari Wibisono · 2024 · Research on Biomedical Engineering
- Computational pathology - Transforming diagnosis through machine learning and AITejashwini Kotian · 2024 · IP Journal of diagnostic pathology and oncology/IP journal of diagnostic pathology and oncology/Journal of diagnostic pathology and oncology