Tertiary lymphoid structures (TLS) identification and density assessment on H&E-stained digital slides of lung cancer

Tertiary lymphoid structures improve immunotherapy and survival in melanoma

(2020) Rita Cabrita et al.   NATURE

Tertiary lymphoid structures in cancer – considerations for patient prognosis

(2020) Luis Munoz-Erazo et al.   Cellular & Molecular Immunology

Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders

(2020) Dariusz Kucharski et al.   SENSORS

Test-time augmentation for deep learning-based cell segmentation on microscopy images

(2020) Nikita Moshkov et al.   Scientific Reports

Semantic Segmentation Framework for Glomeruli Detection and Classification in Kidney Histological Sections

(2020) Nicola Altini et al.   Electronics

Recognizing Basal Cell Carcinoma on Smartphone‐Captured Digital Histopathology Images with Deep Neural Network

(2019) Y.Q. Jiang et al.   BRITISH JOURNAL OF DERMATOLOGY

Accurate segmentation of overlapping cells in cervical cytology with deep convolutional neural networks

(2019) Tao Wan et al.   NEUROCOMPUTING

Region-based Fitting of Overlapping Ellipses and its application to cells segmentation

(2019) Costas Panagiotakis et al.   IMAGE AND VISION COMPUTING

Multi-pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells

(2018) Afaf Tareef et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Watershed Algorithm for Medical Image Segmentation Based on Morphology and total Variation Model

(2018) Yingbo Liang et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A deep learning-based algorithm for 2-D cell segmentation in microscopy images

(2018) Yousef Al-Kofahi et al.   BMC BIOINFORMATICS

U-Net: deep learning for cell counting, detection, and morphometry

(2018) Thorsten Falk et al.   NATURE METHODS

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Integrating machine learning with region-based active contour models in medical image segmentation

(2017) Agus Pratondo et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Maturation of tertiary lymphoid structures and recurrence of stage II and III colorectal cancer

(2017) Florian Posch et al.   OncoImmunology

Grading of invasive breast carcinoma through Grassmannian VLAD encoding

(2017) Kosmas Dimitropoulos et al.   PLoS One

Tertiary lymphoid structures, drivers of the anti-tumor responses in human cancers

(2016) Marie-Caroline Dieu-Nosjean et al.   IMMUNOLOGICAL REVIEWS

Automatic segmentation for cell images based on bottleneck detection and ellipse fitting

(2016) Miao Liao et al.   NEUROCOMPUTING

Automated detection and classification of nuclei in PAX5 and H&E-stained tissue sections of follicular lymphoma

(2016) Kosmas Dimitropoulos et al.   Signal Image and Video Processing

Tertiary Lymphoid Structures in Cancers: Prognostic Value, Regulation, and Manipulation for Therapeutic Intervention

(2016) Catherine Sautès-Fridman et al.   Frontiers in Immunology

Ellipsoid Segmentation Model for Analyzing Light-Attenuated 3D Confocal Image Stacks of Fluorescent Multi-Cellular Spheroids

(2016) Michaël Barbier et al.   PLoS One

Accurate Morphology Preserving Segmentation of Overlapping Cells based on Active Contours

(2016) Csaba Molnar et al.   Scientific Reports

Active contours driven by local likelihood image fitting energy for image segmentation

(2015) Zexuan Ji et al.   INFORMATION SCIENCES

The 2015 World Health Organization Classification of Lung Tumors

(2015) William D. Travis et al.   Journal of Thoracic Oncology

Tertiary lymphoid structures in cancer and beyond

(2014) Marie-Caroline Dieu-Nosjean et al.   TRENDS IN IMMUNOLOGY

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Active contours driven by local Gaussian distribution fitting energy

(2009) Li Wang et al.   SIGNAL PROCESSING