Jeremy Kawahara

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Annotated Images

Convolutional Neural Networks

Dimensionality Reduction

Top Venues

IEEE J. Biomed. Health Informatics

Medical Image Anal.

Publications

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 (2024)
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 (2023)
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)
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 (2023)
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 (2022)
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 (2021)
Yiqi Yan, Jeremy Kawahara, Ghassan Hamarneh
Melanoma Recognition via Visual Attention. IPMI (2019)
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) (2019)
Jeremy Kawahara, Ghassan Hamarneh
Fully Convolutional Neural Networks to Detect Clinical Dermoscopic Features. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Jeremy Kawahara, Ghassan Hamarneh
Visual Diagnosis of Dermatological Disorders: Human and Machine Performance. CoRR (2019)
Zahra Mirikharaji, Saeed Izadi, Jeremy Kawahara, Ghassan Hamarneh
Deep auto-context fully convolutional neural network for skin lesion segmentation. ISBI (2018)
Saeed Izadi, Zahra Mirikharaji, Jeremy Kawahara, Ghassan Hamarneh
Generative adversarial networks to segment skin lesions. ISBI (2018)
Colin J. Brown, Jeremy Kawahara, Ghassan Hamarneh
Connectome priors in deep neural networks to predict autism. ISBI (2018)
Jeremy Kawahara, Kathleen P. Moriarty, Ghassan Hamarneh
Graph Geodesics to Find Progressively Similar Skin Lesion Images. GRAIL/MFCA/MICGen@MICCAI (2017)
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 (2017)
Jeremy Kawahara, Ghassan Hamarneh
Fully Convolutional Networks to Detect Clinical Dermoscopic Features. CoRR (2017)
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 (2017)
Aïcha BenTaieb, Jeremy Kawahara, Ghassan Hamarneh
Multi-loss convolutional networks for gland analysis in microscopy. ISBI (2016)
Jeremy Kawahara, Aïcha BenTaieb, Ghassan Hamarneh
Deep features to classify skin lesions. ISBI (2016)
Jeremy Kawahara, Ghassan Hamarneh
Multi-resolution-Tract CNN with Hybrid Pretrained and Skin-Lesion Trained Layers. MLMI@MICCAI (2016)
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)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Augmenting Auto-context with Global Geometric Features for Spinal Cord Segmentation. MLMI (2013)
Jeremy Kawahara, Chris McIntosh, Roger C. Tam, Ghassan Hamarneh
Globally optimal spinal cord segmentation using a minimal path in high dimensions. ISBI (2013)