Kumar Abhishek

40 papers A* 1B 1Journal 26Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health - 10th International Workshop, ISIC 2025, and First International Workshop, CAPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings ISIC@MICCAI M. Emre Celebi, Johanna Paula Müller, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Kumar Abhishek, Joanna Jaworek-Korjakowska, Moi Hoon Yap, Katharina Breininger, Maximilian Lindholz, Jana Hutter, Richard Ruppel, Smiti Tripathy, Franziska Mathis-Ullrich, Stefanie Burghaus, Matthias May
2025	—	`conf`	Disentangled PET Lesion Segmentation. ISBI Tanya Gatsak, Kumar Abhishek, Hanene Ben Yedder, Saeid Asgari Taghanaki, Ghassan Hamarneh
2025	J	`jnl`	Ethical Medical Image Synthesis. CoRR Weina Jin, Ashish Sinha, Kumar Abhishek, Ghassan Hamarneh
2025	J	`jnl`	IMA++: ISIC Archive Multi-Annotator Dermoscopic Skin Lesion Segmentation Dataset. CoRR Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
2025	—	`conf`	What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation? ISIC@MICCAI Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
2025	J	`jnl`	What Can We Learn from Inter-Annotator Variability in Skin Lesion Segmentation? CoRR Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
2024	J	`jnl`	DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
2024	J	`jnl`	Disentangled PET Lesion Segmentation. CoRR Tanya Gatsak, Kumar Abhishek, Hanene Ben Yedder, Saeid Asgari Taghanaki, Ghassan Hamarneh
2024	J	`jnl`	Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets. CoRR Kumar Abhishek, Aditi Jain, Ghassan Hamarneh
2024	—	`conf`	Lesion Elevation Prediction from Skin Images Improves Diagnosis. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Kumar Abhishek, Ghassan Hamarneh
2024	J	`jnl`	Lesion Elevation Prediction from Skin Images Improves Diagnosis. CoRR Kumar Abhishek, Ghassan Hamarneh
2024	J	`jnl`	Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant. J. Big Data Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
2024	—	`conf`	Segmentation Style Discovery: Application to Skin Lesion Images. ISIC/iMIMIC/EARTH/DeCaF@MICCAI Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
2024	J	`jnl`	Segmentation Style Discovery: Application to Skin Lesion Images. CoRR Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh
2023	J	`jnl`	A survey on deep learning for skin lesion segmentation. Medical Image Anal. Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2023	J	`jnl`	DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh
2022	J	`jnl`	A Survey on Deep Learning for Skin Lesion Segmentation. CoRR Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2022	—	`conf`	CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. ECCV Workshops (4) Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh
2022	J	`jnl`	CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. CoRR Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh
2022	J	`jnl`	Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant. CoRR Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
2022	J	`jnl`	Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes. Medical Image Anal. Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, Ghassan Hamarneh
2021	—	`conf`	D-LEMA: Deep Learning Ensembles From Multiple Annotations - Application to Skin Lesion Segmentation. CVPR Workshops Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh
2021	J	`jnl`	Deep semantic segmentation of natural and medical images: a review. Artif. Intell. Rev. Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh
2021	J	`jnl`	Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Skin Textured Meshes. CoRR Mengliu Zhao, Jeremy Kawahara, Sajjad Shamanian, Kumar Abhishek, Priyanka Chandrashekar, Ghassan Hamarneh
2021	—	`conf`	Matthews Correlation Coefficient Loss For Deep Convolutional Networks: Application To Skin Lesion Segmentation. ISBI Kumar Abhishek, Ghassan Hamarneh
2020	J	`jnl`	D-LEMA: Deep Learning Ensembles from Multiple Annotations - Application to Skin Lesion Segmentation. CoRR Zahra Mirikharaji, Kumar Abhishek, Saeed Izadi, Ghassan Hamarneh
2020	—	`conf`	Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images. CVPR Workshops Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew
2020	J	`jnl`	Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images. CoRR Kumar Abhishek, Ghassan Hamarneh, Mark S. Drew
2020	J	`jnl`	Matthews Correlation Coefficient Loss for Deep Convolutional Networks: Application to Skin Lesion Segmentation. CoRR Kumar Abhishek, Ghassan Hamarneh
2019	A*	`conf`	A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. CVPR Saeid Asgari Taghanaki, Kumar Abhishek, Shekoofeh Azizi, Ghassan Hamarneh
2019	J	`jnl`	A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. CoRR Saeid Asgari Taghanaki, Kumar Abhishek, Shekoofeh Azizi, Ghassan Hamarneh
2019	J	`jnl`	Applying Artificial Intelligence to Glioma Imaging: Advances and Challenges. CoRR Weina Jin, Mostafa Fatehi, Kumar Abhishek, Mayur Mallya, Brian Toyota, Ghassan Hamarneh
2019	B	`conf`	Cloudmaskgan: A Content-Aware Unpaired Image-To-Image Translation Algorithm for Remote Sensing Imagery. ICIP Sorour Mohajerani, Reza Asad, Kumar Abhishek, Neha Sharma, Alysha van Duynhoven, Parvaneh Saeedi
2019	J	`jnl`	Deep Semantic Segmentation of Natural and Medical Images: A Review. CoRR Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh
2019	—	`conf`	Improved Inference via Deep Input Transfer. MICCAI (6) Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
2019	J	`jnl`	Improved Inference via Deep Input Transfer. CoRR Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
2019	—	`conf`	Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis. SASHIMI@MICCAI Kumar Abhishek, Ghassan Hamarneh
2019	J	`jnl`	Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis. CoRR Kumar Abhishek, Ghassan Hamarneh
2019	J	`jnl`	Signed Input Regularization. CoRR Saeid Asgari Taghanaki, Kumar Abhishek, Ghassan Hamarneh
2014	—	`conf`	An enhanced algorithm for the quantification of human chorionic gonadotropin (hCG) level in commercially available home pregnancy test kits. NCC Kumar Abhishek, Mrinal Haloi, Sumohana S. Channappayya, Siva Rama Krishna Vanjari, Dhananjaya Dendukuri, Swathy Sridharan, Tripurari Choudhary, Paridhi Bhandari