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2020 – today
- 2024
[j6]Ashish Sinha
, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh:
DermSynth3D: Synthesis of in-the-wild annotated dermatology images. Medical Image Anal. 95: 103145 (2024)- [i6]Kumar Abhishek, Jeremy Kawahara, Ghassan Hamarneh:
Segmentation Style Discovery: Application to Skin Lesion Images. CoRR abs/2408.02787 (2024) - 2023
- [c12]Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas:
Diffusion-Based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. DGM4MICCAI 2023: 99-109 - [i5]Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincso, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas:
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images. CoRR abs/2301.04802 (2023) - [i4]Ashish Sinha, Jeremy Kawahara, Arezou Pakzad, Kumar Abhishek, Matthieu Ruthven, Enjie Ghorbel, Anis Kacem, Djamila Aouada, Ghassan Hamarneh:
DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images. CoRR abs/2305.12621 (2023) - 2022
- [j5]Mengliu Zhao, Jeremy Kawahara, Kumar Abhishek, Sajjad Shamanian, Ghassan Hamarneh:
Skin3D: Detection and longitudinal tracking of pigmented skin lesions in 3D total-body textured meshes. Medical Image Anal. 77: 102329 (2022) - 2021
- [i3]Mengliu Zhao, Jeremy Kawahara, Sajjad Shamanian, Kumar Abhishek, Priyanka Chandrashekar, Ghassan Hamarneh:
Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Skin Textured Meshes. CoRR abs/2105.00374 (2021)
2010 – 2019
- 2019
- [j4]Jeremy Kawahara, Sara Daneshvar, Giuseppe Argenziano, Ghassan Hamarneh:
Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets. IEEE J. Biomed. Health Informatics 23(2): 538-546 (2019) - [j3]Jeremy Kawahara, Ghassan Hamarneh:
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features. IEEE J. Biomed. Health Informatics 23(2): 578-585 (2019) - [c11]Yiqi Yan, Jeremy Kawahara, Ghassan Hamarneh:
Melanoma Recognition via Visual Attention. IPMI 2019: 793-804 - [i2]Jeremy Kawahara, Ghassan Hamarneh:
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance. CoRR abs/1906.01256 (2019) - 2018
- [c10]Colin J. Brown, Jeremy Kawahara, Ghassan Hamarneh:
Connectome priors in deep neural networks to predict autism. ISBI 2018: 110-113 - [c9]Zahra Mirikharaji, Saeed Izadi, Jeremy Kawahara, Ghassan Hamarneh:
Deep auto-context fully convolutional neural network for skin lesion segmentation. ISBI 2018: 877-880 - [c8]Saeed Izadi, Zahra Mirikharaji, Jeremy Kawahara, Ghassan Hamarneh:
Generative adversarial networks to segment skin lesions. ISBI 2018: 881-884 - 2017
- [j2]Saeid Asgari Taghanaki, Jeremy Kawahara, Brandon Miles, Ghassan Hamarneh:
Pareto-optimal multi-objective dimensionality reduction deep auto-encoder for mammography classification. Comput. Methods Programs Biomed. 145: 85-93 (2017) - [j1]Jeremy Kawahara, Colin J. Brown, Steven P. Miller, Brian G. Booth, Vann Chau, Ruth E. Grunau, Jill G. Zwicker, Ghassan Hamarneh:
BrainNetCNN: Convolutional neural networks for brain networks; towards predicting neurodevelopment. NeuroImage 146: 1038-1049 (2017) - [c7]Jeremy Kawahara, Kathleen P. Moriarty, Ghassan Hamarneh:
Graph Geodesics to Find Progressively Similar Skin Lesion Images. GRAIL/MFCA/MICGen@MICCAI 2017: 31-41 - [i1]Jeremy Kawahara, Ghassan Hamarneh:
Fully Convolutional Networks to Detect Clinical Dermoscopic Features. CoRR abs/1703.04559 (2017) - 2016
- [c6]Aïcha BenTaieb, Jeremy Kawahara, Ghassan Hamarneh:
Multi-loss convolutional networks for gland analysis in microscopy. ISBI 2016: 642-645 - [c5]Jeremy Kawahara, Aïcha BenTaieb, Ghassan Hamarneh:
Deep features to classify skin lesions. ISBI 2016: 1397-1400 - [c4]Jeremy Kawahara, Ghassan Hamarneh:
Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion Trained Layers. MLMI@MICCAI 2016: 164-171 - 2014
- [c3]Jeremy Kawahara, Jean-Marc Peyrat, Julien Abinahed, Osama Al-Alao, Abdulla Al-Ansari, Rafeef Abugharbieh, Ghassan Hamarneh:
Automatic Labelling of Tumourous Frames in Free-Hand Laparoscopic Ultrasound Video. MICCAI (2) 2014: 676-683 - 2013
- [c2]Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh:
Globally optimal spinal cord segmentation using a minimal path in high dimensions. ISBI 2013: 848-851 - [c1]Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh:
Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation. MLMI 2013: 211-218
Coauthor Index
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