Mostafa Jahanifar

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All published works
Action Title Year Authors
+ PDF Chat Benchmarking Domain Generalization Algorithms in Computational Pathology 2024 Neda Zamanitajeddin
Mostafa Jahanifar
Kesi Xu
Farhan Md. Siraj
Nasir Rajpoot
+ PDF Chat An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer 2024 Adam Shephard
Mostafa Jahanifar
Ruoyu Wang
Muhammad Dawood
Simon Graham
Kastytis Ć idlauskas
Syed Ali Khurram
Nasir Rajpoot
Shan E Ahmed Raza
+ Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge 2024 Marc Aubreville
Nikolas Stathonikos
Taryn Donovan
Robert Klopfleisch
Jonas Ammeling
Jonathan Ganz
Frauke Wilm
Mitko Veta
Samir Jabari
Markus Eckstein
+ Mitosis detection, fast and slow: Robust and efficient detection of mitotic figures 2024 Mostafa Jahanifar
Adam Shephard
Neda Zamanitajeddin
Simon Graham
Shan E Ahmed Raza
Fayyaz Minhas
Nasir Rajpoot
+ PDF Chat TIAViz: A Browser-based Visualization Tool for Computational Pathology Models 2024 Mark Eastwood
J. G. A. Pocock
Mostafa Jahanifar
Adam Shephard
Skiros Habib
Ethar Alzaid
Abdullah Alsalemi
Jan Lukas Robertus
Nasir Rajpoot
Shan E Ahmed Raza
+ CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting 2023 Simon Graham
Quoc Dang Vu
Mostafa Jahanifar
Martin Weigert
Uwe Schmidt
Wen-Hua Zhang
Jun Zhang
Sen Yang
Jinxi Xiang
Xiyue Wang
+ Preliminary Mitosis Detection Results for TCGA-BRCA Dataset 2023 Mostafa Jahanifar
+ Preliminary Mitosis Detection Results for TCGA-BRCA Dataset 2023 Mostafa Jahanifar
+ PDF Chat A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia 2023 Nasir Rajpoot
Adam Shephard
Raja Muhammad Saad Bashir
Hanya Mahmood
Mostafa Jahanifar
Fayyaz Minhas
Shan E Ahmed Raza
Kris McCombe
Stephanie Craig
Jacqueline A. James
+ PDF Chat IMPaSh: A Novel Domain-Shift Resistant Representation for Colorectal Cancer Tissue Classification 2023 Trinh Thi Le Vuong
Quoc Dang Vu
Mostafa Jahanifar
Simon Graham
Jin Tae Kwak
Nasir Rajpoot
+ CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting 2023 Simon Graham
Quoc Dang Vu
Mostafa Jahanifar
Martin Weigert
Uwe Schmidt
Wen‐Hua Zhang
Jun Zhang
Sen Yang
Jinxi Xiang
Xiyue Wang
+ Why is the winner the best? 2023 Matthias Eisenmann
Annika Reinke
Vivienn Weru
Minu D. Tizabi
Fabian Isensee
Tim Adler
Sharib Ali
Vincent Andrearczyk
Marc Aubreville
Ujjwal Baid
+ A Fully Automated and Explainable Algorithm for the Prediction of Malignant Transformation in Oral Epithelial Dysplasia 2023 Adam Shephard
Raja Muhammad Saad Bashir
Hanya Mahmood
Mostafa Jahanifar
Fayyaz Minhas
Shan E Ahmed Raza
Kris McCombe
Stephanie G. Craig
Jacqueline A. James
Jill M. Brooks
+ Domain generalization across tumor types, laboratories, and species -- insights from the 2022 edition of the Mitosis Domain Generalization Challenge 2023 Marc Aubreville
Nikolas Stathonikos
Taryn Donovan
Robert Klopfleisch
Jonathan Ganz
Jonas Ammeling
Frauke Wilm
Mitko Veta
Samir Jabari
Markus Eckstein
+ Domain Generalization in Computational Pathology: Survey and Guidelines 2023 Mostafa Jahanifar
Manahil Raza
Kesi Xu
Trinh Vuong
Rob Jewsbury
Adam Shephard
Neda Zamanitajeddin
Jin Tae Kwak
Shan E Ahmed Raza
Fayyaz Minhas
+ An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer 2023 Adam Shephard
Mostafa Jahanifar
Ruoyu Wang
Muhammad Dawood
Simon Graham
Kastytis Ć idlauskas
Syed Ali Khurram
Nasir Rajpoot
Shan E Ahmed Raza
+ PDF Chat Mitosis domain generalization in histopathology images — The MIDOG challenge 2022 Marc Aubreville
Nikolas Stathonikos
Christof Bertram
Robert Klopfleisch
Natalie D. ter Hoeve
Francesco Ciompi
Frauke Wilm
Christian Marzahl
Taryn Donovan
Andreas Maier
+ One model is all you need: Multi-task learning enables simultaneous histology image segmentation and classification 2022 Simon Graham
Quoc Dang Vu
Mostafa Jahanifar
Shan E Ahmed Raza
Fayyaz Minhas
David Snead
Nasir Rajpoot
+ PDF Chat Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations 2022 Noorul Wahab
Islam M. Miligy
Katherine Dodd
Harvir Sahota
Michael S. Toss
Wenqi Lu
Mostafa Jahanifar
Mohsin Bilal
Simon Graham
Young Joo Park
+ PDF Chat Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge 2022 Mostafa Jahanifar
Adam Shepard
Neda Zamanitajeddin
Raja Muhammad Saad Bashir
Mohsin Bilal
Syed Ali Khurram
Fayyaz Minhas
Nasir Rajpoot
+ One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification 2022 Simon Graham
Quoc Dang Vu
Mostafa Jahanifar
Fayyaz Minhas
David Snead
Nasir Rajpoot
+ Mitosis domain generalization in histopathology images -- The MIDOG challenge 2022 Marc Aubreville
Nikolas Stathonikos
Christof Bertram
Robert Klopleisch
Natalie D. ter Hoeve
Francesco Ciompi
Frauke Wilm
Christian Marzahl
Taryn Donovan
Andreas Maier
+ TIAger: Tumor-Infiltrating Lymphocyte Scoring in Breast Cancer for the TiGER Challenge 2022 Adam Shephard
Mostafa Jahanifar
Ruoyu Wang
Muhammad Dawood
Simon Graham
Kastytis Ć idlauskas
Syed Ali Khurram
Nasir Rajpoot
Shan E Ahmed Raza
+ IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification 2022 Trinh Thi Le Vuong
Quoc Dang Vu
Mostafa Jahanifar
Simon Graham
Jin Tae Kwak
Nasir Rajpoot
+ Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures 2022 Mostafa Jahanifar
Adam Shephard
Neda Zamanitajeddin
Shan E Ahmed Raza
Nasir Rajpoot
+ PDF Chat Nuclear Segmentation and Classification: On Color and Compression Generalization 2022 Quoc Dang Vu
Robert Jewsbury
Simon Graham
Mostafa Jahanifar
Shan E Ahmed Raza
Fayyaz Minhas
Abhir Bhalerao
Nasir Rajpoot
+ CoNIC: Colon Nuclei Identification and Counting Challenge 2022. 2021 Simon Graham
Mostafa Jahanifar
Quoc Dang Vu
Giorgos Hadjigeorghiou
Thomas Leech
David Snead
Shan E Ahmed Raza
Fayyaz Minhas
Nasir Rajpoot
+ PDF Chat Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input 2021 Mostafa Jahanifar
Neda Zamani Tajeddin
Navid Alemi Koohbanani
Nasir Rajpoot
+ PDF Chat Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia 2021 Adam Shephard
Simon Graham
Raja Muhammad Saad Bashir
Mostafa Jahanifar
Hanya Mahmood
Syed Ali Khurram
Nasir Rajpoot
+ PDF Chat Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification 2021 Simon Graham
Mostafa Jahanifar
Ayesha Azam
Mohammed Nimir
Yee‐Wah Tsang
Katherine Dodd
Emily Hero
Harvir Sahota
Atisha Tank
Ksenija Benes
+ Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia. 2021 Adam Shephard
Simon Graham
Raja Muhammad Saad Bashir
Mostafa Jahanifar
Hanya Mahmood
Syed Ali Khurram
Nasir Rajpoot
+ Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input. 2021 Mostafa Jahanifar
Neda Zamani Tajeddin
Navid Alemi Koohbanani
Nasir Rajpoot
+ Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification 2021 Simon Graham
Mostafa Jahanifar
Ayesha Azam
Mohammed Nimir
Yee‐Wah Tsang
Katherine Dodd
Emily Hero
Harvir Sahota
Atisha Tank
Ksenija Benes
+ Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification 2021 Neda Zamanitajeddin
Mostafa Jahanifar
Nasir Rajpoot
+ PDF Chat Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification 2021 Neda Zamanitajeddin
Mostafa Jahanifar
Nasir Rajpoot
+ CoNIC: Colon Nuclei Identification and Counting Challenge 2022 2021 Simon Graham
Mostafa Jahanifar
Quoc Dang Vu
Giorgos Hadjigeorghiou
Thomas Leech
David Snead
Shan E Ahmed Raza
Fayyaz Minhas
Nasir Rajpoot
+ Stain-Robust Mitotic Figure Detection for the Mitosis Domain Generalization Challenge 2021 Mostafa Jahanifar
Adam Shephard
Neda Zamani Tajeddin
Raja Muhammad Saad Bashir
Mohsin Bilal
Syed Ali Khurram
Fayyaz Minhas
Nasir Rajpoot
+ Robust Interactive Semantic Segmentation of Pathology Images with Minimal User Input 2021 Mostafa Jahanifar
Neda Zamani Tajeddin
Navid Alemi Koohbanani
Nasir Rajpoot
+ Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification 2021 Simon Graham
Mostafa Jahanifar
Ayesha Azam
Mohammed Nimir
Yee‐Wah Tsang
Katherine Dodd
Emily Hero
Harvir Sahota
Atisha Tank
Ksenija Benes
+ Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification 2021 Neda Zamanitajeddin
Mostafa Jahanifar
Nasir Rajpoot
+ Semantic annotation for computational pathology: Multidisciplinary experience and best practice recommendations 2021 Noorul Wahab
Islam M. Miligy
Katherine Dodd
Harvir Sahota
Michael S. Toss
Wenqi Lu
Mostafa Jahanifar
Mohsin Bilal
Simon Graham
Young Park
+ Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia 2021 Adam Shephard
Simon Graham
Raja Muhammad Saad Bashir
Mostafa Jahanifar
Hanya Mahmood
Syed Ali Khurram
Nasir Rajpoot
+ Automatic Recognition of the Supraspinatus Tendinopathy from Ultrasound Images using Convolutional Neural Networks. 2020 Mostafa Jahanifar
Neda Zamani Tajeddin
Meisam Hasani
Babak Shekarchi
Kamran Azema
+ PanNuke Dataset Extension, Insights and Baselines 2020 Jevgenij Gamper
Navid Alemi Koohbanani
Simon Graham
Mostafa Jahanifar
Syed Ali Khurram
Ayesha Azam
Katherine Hewitt
Nasir Rajpoot
+ NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images 2020 Navid Alemi Koohbanani
Mostafa Jahanifar
Neda Zamani Tajadin
Nasir Rajpoot
+ Automatic Recognition of the Supraspinatus Tendinopathy from Ultrasound Images using Convolutional Neural Networks 2020 Mostafa Jahanifar
Neda Zamani Tajeddin
Meisam Hasani
Babak Shekarchi
Kamran Azema
+ Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework 2019 Navid Alemi Koohbanani
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ NuClick: From Clicks in the Nuclei to Nuclear Boundaries 2019 Mostafa Jahanifar
Navid Alemi Koohbabnani
Nasir Rajpoot
+ PDF Chat Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework 2019 Navid Alemi Koohbanani
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ NuClick: From Clicks in the Nuclei to Nuclear Boundaries 2019 Mostafa Jahanifar
Navid Alemi Koohbanani
Nasir Rajpoot
+ Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework 2019 Navid Alemi Koohbanani
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images. 2018 Navid Alemi Koohbanani
Mostafa Jahanifar
Neda Zamani Tajeddin
Ali Gooya
Nasir Rajpoot
+ Nuclei Detection Using Mixture Density Networks 2018 Navid Alemi Koohababni
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ PDF Chat Supervised Saliency Map Driven Segmentation of Lesions in Dermoscopic Images 2018 Mostafa Jahanifar
Neda Zamani Tajeddin
Babak Mohammadzadeh Asl
Ali Gooya
+ PDF Chat Nuclei Detection Using Mixture Density Networks 2018 Navid Alemi Koohababni
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations 2018 Mostafa Jahanifar
Neda Zamani Tajeddin
Navid Alemi Koohbanani
Ali Gooya
Nasir Rajpoot
+ Nuclei Detection Using Mixture Density Networks 2018 Navid Alemi Koohababni
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
+ Segmentation of Lesions in Dermoscopy Images Using Saliency Map And Contour Propagation 2017 Mostafa Jahanifar
Neda Zamani Tajeddin
Ali Gooya
Babak Mohammadzadeh Asl
+ Automatic zone identification in blood smear images using optimal set of features 2016 Mostafa Jahanifar
Meisam Hasani
Seyed Jamal Khaleghi
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
14
+ PDF Chat Hover-Net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images 2019 Simon Graham
Quoc Dang Vu
Shan E Ahmed Raza
Ayesha Azam
Yee Wah Tsang
Jin Tae Kwak
Nasir Rajpoot
12
+ PanNuke Dataset Extension, Insights and Baselines 2020 Jevgenij Gamper
Navid Alemi Koohbanani
Simon Graham
Mostafa Jahanifar
Syed Ali Khurram
Ayesha Azam
Katherine Hewitt
Nasir Rajpoot
10
+ Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations 2018 Mostafa Jahanifar
Neda Zamani Tajeddin
Navid Alemi Koohbanani
Ali Gooya
Nasir Rajpoot
9
+ Panoptic Segmentation 2019 Alexander Kirillov
Kaiming He
Ross Girshick
Carsten Rother
Piotr DollĂĄr
7
+ Rethinking Atrous Convolution for Semantic Image Segmentation 2017 Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
7
+ PDF Chat A survey on deep learning in medical image analysis 2017 Geert Litjens
Thijs Kooi
Babak Ehteshami Bejnordi
Arnaud Arindra Adiyoso Setio
Francesco Ciompi
Mohsen Ghafoorian
Jeroen van der Laak
Bram van Ginneken
Clara I. Sá‎nchez
7
+ PDF Chat Gland segmentation in colon histology images: The glas challenge contest 2016 Korsuk Sirinukunwattana
Josien P. W. Pluim
Hao Chen
Xiaojuan Qi
Pheng‐Ann Heng
Yun Guo
Li Yang Wang
Bogdan J. Matuszewski
Elia Bruni
Urko Sanchez
7
+ PDF Chat Methods for Segmentation and Classification of Digital Microscopy Tissue Images 2019 Quoc Dang Vu
Simon Graham
Tahsin Kurç
Minh Nguyen Nhat To
Muhammad Shaban
Talha Qaiser
Navid Alemi Koohbanani
Syed Ali Khurram
Jayashree Kalpathy‐Cramer
Tianhao Zhao
6
+ PDF Chat Micro-Net: A unified model for segmentation of various objects in microscopy images 2018 Shan E Ahmed Raza
Linda Cheung
Muhammad Shaban
Simon Graham
D. B. A. Epstein
Stella Pelengaris
Michael Khan
Nasir Rajpoot
6
+ PDF Chat Densely Connected Convolutional Networks 2017 Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
6
+ PDF Chat Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images 2020 Muhammad Shaban
Ruqayya Awan
Muhammad Moazam Fraz
Ayesha Azam
Yee‐Wah Tsang
David Snead
Nasir Rajpoot
6
+ PDF Chat Fully convolutional networks for semantic segmentation 2015 Jonathan Long
Evan Shelhamer
Trevor Darrell
6
+ PDF Chat Nuclei Detection Using Mixture Density Networks 2018 Navid Alemi Koohababni
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
5
+ EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 2019 Mingxing Tan
Quoc V. Le
5
+ PDF Chat Mitosis domain generalization in histopathology images — The MIDOG challenge 2022 Marc Aubreville
Nikolas Stathonikos
Christof Bertram
Robert Klopfleisch
Natalie D. ter Hoeve
Francesco Ciompi
Frauke Wilm
Christian Marzahl
Taryn Donovan
Andreas Maier
5
+ PDF Chat Assessment of algorithms for mitosis detection in breast cancer histopathology images 2014 Mitko Veta
P. J. van Diest
Stefan M. Willems
Haibo Wang
Anant Madabhushi
Ángel Cruz-Roa
Fabio A. GonzĂĄlez
Anders Larsen
Jacob S. Vestergaard
Anders Bjorholm Dahl
5
+ PDF Chat CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation 2019 Yanning Zhou
Omer Fahri Onder
Qi Dou
Efstratios Tsougenis
Hao Chen
Pheng‐Ann Heng
5
+ PDF Chat Semantic annotation for computational pathology: multidisciplinary experience and best practice recommendations 2022 Noorul Wahab
Islam M. Miligy
Katherine Dodd
Harvir Sahota
Michael S. Toss
Wenqi Lu
Mostafa Jahanifar
Mohsin Bilal
Simon Graham
Young Joo Park
4
+ NuClick: From Clicks in the Nuclei to Nuclear Boundaries 2019 Mostafa Jahanifar
Navid Alemi Koohbabnani
Nasir Rajpoot
4
+ PDF Chat Nuclear Instance Segmentation Using a Proposal-Free Spatially Aware Deep Learning Framework 2019 Navid Alemi Koohbanani
Mostafa Jahanifar
Ali Gooya
Nasir Rajpoot
4
+ PDF Chat Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification 2021 Simon Graham
Mostafa Jahanifar
Ayesha Azam
Mohammed Nimir
Yee‐Wah Tsang
Katherine Dodd
Emily Hero
Harvir Sahota
Atisha Tank
Ksenija Benes
4
+ PDF Chat Deep neural network models for computational histopathology: A survey 2020 Chetan L. Srinidhi
Ozan Ciga
Anne L. Martel
4
+ PDF Chat Squeeze-and-Excitation Networks 2019 Jie Hu
Li Shen
Samuel Albanie
Gang Sun
Enhua Wu
4
+ PDF Chat Domain-Adversarial Training of Neural Networks 2017 Yaroslav Ganin
Evgeniya Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
Mario Marchand
Victor Lempitsky
4
+ Automatic zone identification in blood smear images using optimal set of features 2016 Mostafa Jahanifar
Meisam Hasani
Seyed Jamal Khaleghi
4
+ PDF Chat Automated deep-learning system for Gleason grading of prostate cancer using biopsies: a diagnostic study 2020 Wouter Bulten
Hans Pinckaers
Hester van Boven
Robert Vink
Thomas de Bel
Bram van Ginneken
Jeroen van der Laak
Christina Hulsbergen‐van de Kaa
Geert Litjens
4
+ PDF Chat Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge 2019 Mitko Veta
Yujing J. Heng
Nikolas Stathonikos
Babak Ehteshami Bejnordi
Francisco Beça
Thomas Wollmann
Karl Rohr
Manan Shah
D. Wang
Mikaël Rousson
4
+ PDF Chat Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations 2021 Navid Alemi Koohbanani
Balagopal Unnikrishnan
Syed Ali Khurram
Pavitra Krishnaswamy
Nasir Rajpoot
4
+ PDF Chat Deep Extreme Cut: From Extreme Points to Object Segmentation 2018 Kevis-Kokitsi Maninis
Sergi Caelles
Jordi Pont-Tuset
Luc Van Gool
4
+ PDF Chat MILD-Net: Minimal information loss dilated network for gland instance segmentation in colon histology images 2018 Simon Graham
Hao Chen
Jevgenij Gamper
Qi Dou
Pheng‐Ann Heng
David Snead
Yee Wah Tsang
Nasir Rajpoot
4
+ PDF Chat Fast Interactive Object Annotation With Curve-GCN 2019 Huan Ling
Jun Gao
Amlan Kar
Wenzheng Chen
Sanja Fidler
3
+ PDF Chat Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia 2021 Adam Shephard
Simon Graham
Raja Muhammad Saad Bashir
Mostafa Jahanifar
Hanya Mahmood
Syed Ali Khurram
Nasir Rajpoot
3
+ PDF Chat EXACT: a collaboration toolset for algorithm-aided annotation of images with annotation version control 2021 Christian Marzahl
Marc Aubreville
Christof Bertram
Jennifer Maier
Christian Bergler
Christine Kröger
Jörn Voigt
Katharina Breininger
Robert Klopfleisch
Andreas Maier
3
+ SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation 2017 Vijay Badrinarayanan
A. C. Kendall
Roberto Cipolla
3
+ Swish: a Self-Gated Activation Function 2017 Prajit Ramachandran
Barret Zoph
Quoc V. Le
3
+ NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation 2021 Mohamed Amgad
Lamees A Atteya
Hagar Hussein
Kareem Hosny Mohammed
Ehab Hafiz
Maha AT Elsebaie
Ahmed M. Alhusseiny
Mohamed Atef AlMoslemany
Abdelmagid M. Elmatboly
Philip A. Pappalardo
3
+ Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning 2018 Guotai Wang
Wenqi Li
MarĂ­a A. Zuluaga
Rosalind Pratt
Premal A. Patel
Michaël Aertsen
Tom Doel
Anna L. David
Jan Deprest
SĂ©bastien Ourselin
3
+ Multi-Task Learning in Histo-pathology for Widely Generalizable Model 2020 Jevgenij Gamper
Navid Alemi Koohbanani
Nasir Rajpoot
3
+ PDF Chat Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks 2018 David Tellez
Maschenka Balkenhol
Irene Otte‐Höller
Rob van de Loo
Rob Vogels
Peter Bult
Carla Wauters
Willem Vreuls
Suzanne Mol
Nico Karssemeijer
3
+ PDF Chat MobileNetV2: Inverted Residuals and Linear Bottlenecks 2018 Mark Sandler
Andrew Howard
Menglong Zhu
Andrey Zhmoginov
Liang-Chieh Chen
3
+ PDF Chat Annotating Object Instances with a Polygon-RNN 2017 LluĂ­s CastrejĂłn
Kaustav Kundu
Raquel Urtasun
Sanja Fidler
3
+ PDF Chat Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region 2020 Marc Aubreville
Christof Bertram
Christian Marzahl
Corinne Gurtner
Martina Dettwiler
Anja Schmidt
Florian Bartenschlager
Sophie Merz
Marco Fragoso
Olivia Kershaw
3
+ PDF Chat CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images 2019 Yanning Zhou
Simon Graham
Navid Alemi Koohbanani
Muhammad Shaban
Pheng‐Ann Heng
Nasir Rajpoot
3
+ Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology 2017 Andreas Holzinger
Bernd Malle
Peter Kieseberg
Peter M. Roth
Heimo MĂŒller
Robert Reihs
Kurt Zatloukal
3
+ PDF Chat ImageNet Large Scale Visual Recognition Challenge 2015 Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
2
+ PDF Chat Xception: Deep Learning with Depthwise Separable Convolutions 2017 François Chollet
2
+ PDF Chat A survey on active learning and human-in-the-loop deep learning for medical image analysis 2021 Samuel Budd
Emma C. Robinson
Bernhard Kainz
2
+ Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift 2015 Sergey Ioffe
Christian Szegedy
2
+ Comparing Individual Means in the Analysis of Variance 1949 John W. Tukey
2