Rami Al-Maskari

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All published works

Action	Title	Year	Authors
+ PDF Chat	Approaching Peak Ground Truth	2023	Florian Kofler Johannes Wahle Ivan Ezhov Sophia J. Wagner Rami Al-Maskari Emilia Gryska Mihail Ivilinov Todorov Christina Bukas Felix Meissen Tingying Peng
+	Approaching Peak Ground Truth	2023	Florian Kofler Johannes Wahle Ivan Ezhov Sophia Wagner Rami Al-Maskari Emilia Gryska Mihail Ivilinov Todorov Christina Bukas Felix Meissen Tingying Peng
+ PDF Chat	blob loss: Instance Imbalance Aware Loss Functions for Semantic Segmentation	2023	Florian Kofler Suprosanna Shit Ivan Ezhov Lucas Fidon Izabela Horvath Rami Al-Maskari Hongwei Li Harsharan S. Bhatia Timo Loehr Marie Piraud
+	Panoptica -- instance-wise evaluation of 3D semantic and instance segmentation maps	2023	Florian Kofler Hendrik Möller Josef A. Buchner Ezequiel de la Rosa Ivan Ezhov Marcel Rosier Isra Mekki Suprosanna Shit Moritz Negwer Rami Al-Maskari
+ PDF Chat	METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy	2022	Izabela Horvath Johannes C. Paetzold Oliver Schoppe Rami Al-Maskari Ivan Ezhov Suprosanna Shit Hongwei Li Ali Ertürk Bjoern Menze
+	METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy	2021	Izabela Horvath Johannes C. Paetzold Oliver Schoppe Rami Al-Maskari Ivan Ezhov Suprosanna Shit Hongwei Li Ali Ertuerk Bjoern Menze

Common Coauthors

Coauthor	Papers Together
Bjoern Menze	6
Ivan Ezhov	6
Benedikt Wiestler	4
Marie Piraud	4
Jan S. Kirschke	4
Suprosanna Shit	4
Florian Kofler	4
Claus Zimmer	3
Ali Serol Ertürk	3
Daniel Rueckert	3
Hongwei Li	3
Izabela Horvath	3
Oliver Schoppe	2
Johannes Wahle	2
Mihail Ivilinov Todorov	2
Rolf A. Heckemann	2
Felix Meissen	2
Ali Ertürk	2
Emilia Gryska	2
Tingying Peng	2
Christina Bukas	2
Johannes C. Paetzold	2
Tom Vercauteren	1
Isra Mekki	1
Sarthak Pati	1
Harsharan S. Bhatia	1
Fabian Isensee	1
Jan C. Peeken	1
Hendrik Möller	1
Sophia Wagner	1
Sophia J. Wagner	1
Ezequiel de la Rosa	1
Annika Reinke	1
Stefan K. Ehrlich	1
Ali Ertuerk	1
Marcel Rosier	1
Josef A. Buchner	1
Timo Loehr	1
Shankeeth Vinayahalingam	1
Lucas Fidon	1
Moritz Negwer	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation	2020	Fabian Isensee Paul F. Jaeger Simon Kohl Jens Petersen Klaus H. Maier‐Hein	2
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	1
+ PDF Chat	Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery	2017	Thomas Schlegl Philipp Seeböck Sebastian M. Waldstein Ursula Schmidt‐Erfurth Georg Langs	1
+ PDF Chat	Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations	2017	Carole H. Sudre Wenqi Li Tom Vercauteren Sébastien Ourselin M. Jorge Cardoso	1
+	BAGAN: Data Augmentation with Balancing GAN	2018	Giovanni Mariani Florian Scheidegger Roxana Istrate Costas Bekas A. Cristiano I. Malossi	1
+ PDF Chat	The Lovasz-Softmax Loss: A Tractable Surrogate for the Optimization of the Intersection-Over-Union Measure in Neural Networks	2018	Maxim Berman Amal Rannen Triki Matthew B. Blaschko	1
+ PDF Chat	Conditional Infilling GANs for Data Augmentation in Mammogram Classification	2018	Eric Hsiao‐Kuang Wu Kevin Wu David Cox William Lotter	1
+ PDF Chat	Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN	2018	Heran Yang Jian Sun Aaron Carass Can Zhao Junghoon Lee Zongben Xu Jerry L. Prince	1
+ PDF Chat	Generative adversarial network in medical imaging: A review	2019	Yi Xin Ekta Walia Paul Babyn	1
+ PDF Chat	AnatomyNet: Deep learning for fast and fully automated whole‐volume segmentation of head and neck anatomy	2018	Wentao Zhu Yufang Huang Liang Zeng Xuming Chen Yong Liu Zhen Qian Nan Du Wei Fan Xiaohui Xie	1
+	Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge	2018	Spyridon Bakas Mauricio Reyes Enzo Battistella Siddhartha Chandra Huiguang He Lucas Fidon Maria Vakalopoulou Roger Sun et al. Éric Deutsch	1
+ PDF Chat	Why rankings of biomedical image analysis competitions should be interpreted with care	2018	Lena Maier‐Hein Matthias Eisenmann Annika Reinke Sinan Onogur Marko Stankovic Patrick Scholz Tal Arbel Hrvoje Bogunović Andrew P. Bradley Aaron Carass	1
+ PDF Chat	Semi-supervised and Task-Driven Data Augmentation	2019	Krishna Chaitanya Neerav Karani Christian F. Baumgartner Anton S. Becker Olivio F. Donati Ender Konukoğlu	1
+ PDF Chat	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	2018	Richard Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang	1
+ PDF Chat	Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks	2017	Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros	1
+	CyCADA: Cycle-Consistent Adversarial Domain Adaptation	2017	Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell	1
+ PDF Chat	Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network	2018	Zizhao Zhang Lin Yang Yefeng Zheng	1
+ PDF Chat	V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation	2016	Fausto Milletarì Nassir Navab Seyed‐Ahmad Ahmadi	1
+ PDF Chat	Semantic Image Synthesis With Spatially-Adaptive Normalization	2019	Taesung Park Ming-Yu Liu Ting-Chun Wang Jun-Yan Zhu	1
+ PDF Chat	Image-to-Image Translation with Conditional Adversarial Networks	2017	Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros	1
+ PDF Chat	A Three-Player GAN: Generating Hard Samples to Improve Classification Networks	2019	Simon Vandenhende Bert De Brabandere Davy Neven Luc Van Gool	1
+ PDF Chat	Pros and cons of GAN evaluation measures	2018	Ali Borji	1
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	1
+ PDF Chat	StarGAN: Unified Generative Adversarial Networks for Multi-domain Image-to-Image Translation	2018	Yunjey Choi Minje Choi Munyoung Kim Jung-Woo Ha Sunghun Kim Jaegul Choo	1
+ PDF Chat	Distribution Matching Losses Can Hallucinate Features in Medical Image Translation	2018	Joseph Cohen Margaux Luck Sina Honari	1
+ PDF Chat	Tversky Loss Function for Image Segmentation Using 3D Fully Convolutional Deep Networks	2017	Seyed Sadegh Mohseni Salehi Deniz Erdoğmuş Ali Gholipour	1
+ 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	1
+ PDF Chat	DiamondGAN: Unified Multi-modal Generative Adversarial Networks for MRI Sequences Synthesis	2019	Hongwei Li Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jianguo Zhang Jan S. Kirschke Benedikt Wiestler Bjoern Menze	1
+ PDF Chat	Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis	2019	Kumar Abhishek Ghassan Hamarneh	1
+	Multi-source Domain Adaptation for Semantic Segmentation	2019	Sicheng Zhao Bo Li Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer	1
+ PDF Chat	Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation	2020	Cheng Chen Qi Dou Hao Chen Jing Qin Pheng‐Ann Heng	1
+	Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective	2020	Ahmad Bin Qasim Ivan Ezhov Suprosanna Shit Oliver Schoppe Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jana Lipková Hongwei Li Bjoern Menze	1
+ PDF Chat	Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis	2020	Bingyu Xin Yifan Hu Yefeng Zheng Hongen Liao	1
+	An Unsupervised Information-Theoretic Perceptual Quality Metric	2020	Sangnie Bhardwaj Ian Fischer Johannes Ballé Troy Chinen	1
+ PDF Chat	MaskGAN: Towards Diverse and Interactive Facial Image Manipulation	2020	Cheng‐Han Lee Ziwei Liu Ling‐Yun Wu Ping Luo	1
+ PDF Chat	Computing the Testing Error Without a Testing Set	2020	Ciprian Corneanu Sérgio Escalera Aleix M. Martı́nez	1
+ PDF Chat	Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index	2020	Tom Eelbode Jeroen Bertels Maxim Berman Dirk Vandermeulen Frederik Maes Raf Bisschops Matthew B. Blaschko	1
+ PDF Chat	GANs for medical image analysis	2020	Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay	1
+	The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge	2020	Nicholas Heller Fabian Isensee Klaus H. Maier‐Hein Xiaoshuai Hou Chunmei Xie Fengyi Li Nan Yang Guangrui Mu Zhiyong Lin Miofei Han	1
+	pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis	2020	Alain Jungo Olivier Scheidegger Mauricio Reyes Fabian Balsiger	1
+ PDF Chat	Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation	2020	Boris Shirokikh Alexey Shevtsov Anvar Kurmukov Alexandra Dalechina Egor Krivov Valery Kostjuchenko Andrey Golanov Mikhail Belyaev	1
+ PDF Chat	Generalised Wasserstein Dice Score for Imbalanced Multi-class Segmentation Using Holistic Convolutional Networks	2018	Lucas Fidon Wenqi Li Luis C. García-Peraza-Herrera Jinendra Ekanayake Neil Kitchen Sébastien Ourselin Tom Vercauteren	1
+ PDF Chat	ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	2017	Xiaosong Wang Yifan Peng Le Lü Zhiyong Lu Mohammadhadi Bagheri Ronald M. Summers	1
+ PDF Chat	SEAN: Image Synthesis With Semantic Region-Adaptive Normalization	2020	Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka	1
+ PDF Chat	Free-form tumor synthesis in computed tomography images via richer generative adversarial network	2021	Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Ran Su	1
+	Common Limitations of Image Processing Metrics: A Picture Story	2021	Annika Reinke Matthias Eisenmann Minu D. Tizabi Carole H. Sudre Tim Rädsch Michela Antonelli Tal Arbel Spyridon Bakas M. Jorge Cardoso Veronika Cheplygina	1
+ PDF Chat	Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels	2021	Sangdoo Yun Seong Joon Oh Byeongho Heo Dongyoon Han Junsuk Choe Sanghyuk Chun	1
+ PDF Chat	clDice - a Novel Topology-Preserving Loss Function for Tubular Structure Segmentation	2021	Suprosanna Shit Johannes C. Paetzold Anjany Sekuboyina Ivan Ezhov Alexander Unger Andrey Zhylka Josien P. W. Pluim Ulrich Bauer Bjoern Menze	1
+ PDF Chat	Pros and cons of GAN evaluation measures: New developments	2021	Ali Borji	1
+	Labeling instructions matter in biomedical image analysis	2022	Tim Rädsch Annika Reinke Vivienn Weru Minu D. Tizabi Nicholas Schreck A. Emre Kavur Bünyamin Pekdemir Tobias L. Roß Annette Kopp‐Schneider Lena Maier‐Hein	1