Héctor Carrión

Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification, MICCAI

hi@hectorcarrion.com (Héctor Carrión) — Sun, 27 Sep 2026 00:00:00 GMT

Combines healthy-skin inpainting, rare-lesion mapping, and disease-conditioned diffusion to create 266k+ synthetic dermatology images across skin tones and improve malignancy classification.

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DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology, MICCAI

hi@hectorcarrion.com (Héctor Carrión) — Sun, 27 Sep 2026 00:00:00 GMT

Adapts a monocular 3D model with synthetic D-Synth data and small clinical datasets to recover metric lesion geometry and detailed surface normals from one image.

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A Modular Fluorescent Camera Unit for Wound Imaging, Communications Biology

hi@hectorcarrion.com (Héctor Carrión) — Fri, 18 Jul 2025 00:00:00 GMT

Combines portable fluorescent imaging with spatial clustering to map pH and nitric oxide in mouse wounds and relate biomarker patterns to healing progression.

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TARDIS STRIDE: A Spatio-Temporal Road Image Dataset and World Model for Autonomy

hi@hectorcarrion.com (Héctor Carrión) — Thu, 12 Jun 2025 00:00:00 GMT

Trains a billion-parameter world model on street-view images linked by location, time, and movement commands, unifying controlled image generation, geolocation, and action prediction.

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Remote-Controlled Wireless Bioelectronics for Fluoxetine Therapy to Promote Wound Healing in a Porcine Model, AMT

hi@hectorcarrion.com (Héctor Carrión) — Mon, 19 May 2025 00:00:00 GMT

Tests remotely controlled, multi-channel fluoxetine delivery with onboard wound imaging in a porcine model, demonstrating improved early repair relative to standard care.

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Programmable Delivery of Fluoxetine via Wearable Bioelectronics for Wound Healing In Vivo, AMT

hi@hectorcarrion.com (Héctor Carrión) — Sun, 15 Sep 2024 00:00:00 GMT

Demonstrates a standalone wearable ion pump that delivers scheduled fluoxetine doses, improving early tissue repair and inflammatory markers in a mouse-wound proof of concept.

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FEDD - Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy Classification, MICCAI

hi@hectorcarrion.com (Héctor Carrión) — Sun, 01 Oct 2023 00:00:00 GMT

Uses a frozen diffusion model’s visual features with lightweight prediction heads to segment skin lesions and classify malignancy from small, skin-tone-balanced labeled datasets.

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HealNet - Self-supervised Acute Wound Heal-Stage Classification, MICCAI

hi@hectorcarrion.com (Héctor Carrión) — Fri, 16 Dec 2022 00:00:00 GMT

Learns temporal ordering from mouse-wound image pairs, clusters the resulting features into four healing stages, and trains a classifier without manual stage annotations.

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Automatic wound detection and size estimation using deep learning algorithms, PLOS

hi@hectorcarrion.com (Héctor Carrión) — Fri, 11 Mar 2022 00:00:00 GMT

Combines wound detection, segmentation, and reference-based sizing to automate mouse-wound measurements, preserving closure trends despite uneven imaging and missing or damaged splints.

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Honeybee Re-identification in Video: New Datasets and Impact of Self-supervision, VISAPP

hi@hectorcarrion.com (Héctor Carrión) — Wed, 19 Jan 2022 00:00:00 GMT

Studies honeybee re-identification from abdomen images, using short video tracks for self-supervised pretraining and tag-derived identity labels for fine-tuning across days.

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