Index

Diagnostic tests

48 of 48 model entries across 9 specialties.

Dermatology

Melanoma MobileNet Screener

Primary skin-lesion and melanoma screener. Use this for any mole, dark spot, suspicious lesion, or possible skin cancer / melanoma. Multi-class HAM10000 model reporting melanoma, melanocytic nevus, benign keratosis, basal cell carcinoma, and related lesions.

Model: SeyedAli/Distilled-Melanoma-Classification-MobileNetV2
Dataset: Kaggle: Skin Cancer MNIST - HAM10000

Available

Open →

Dermatology

Skin Lesion ResNet18

Alternate ResNet18 skin-lesion model — same HAM10000 lesion task as the Melanoma MobileNet Screener. Only use if the patient explicitly asks for a second opinion or names this model. Do not use as the default lesion screener.

Model: KaushalXD/skin-lesion-resnet18
Dataset: Kaggle: Skin Cancer MNIST - HAM10000

Available

Open →

Dermatology

Skin Lesion MobileNetV2

Alternate MobileNetV2 skin-lesion model — same HAM10000 lesion task as the Melanoma MobileNet Screener. Only use if the patient explicitly asks for a second opinion or names this model. Do not use as the default lesion screener.

Model: KaushalXD/skin-lesion-mobileNetv2
Dataset: Kaggle: Skin Cancer MNIST - HAM10000

Available

Open →

Dermatology

General Skin Disease MobileNet

Train a MobileNetV2/V3 classifier for broader visible skin disease classes.

Model: MobileNetV2/V3 training recipe
Dataset: Kaggle: Dermnet

Not available

Requires GPU

Unavailable

Dermatology

Nail Disease Classifier

Train an EfficientNet-Lite or MobileNetV3 classifier for nail abnormalities.

Model: EfficientNet-Lite / MobileNetV3 training recipe
Dataset: Dataset source pending

Not available

Requires GPU

Unavailable

Dermatology

Rash / Wound-like Skin Classifier

Small CNN or MobileNetV3 recipe for rash and wound-like skin photo triage.

Model: Small CNN / MobileNetV3 training recipe
Dataset: Kaggle: Dermnet

Not available

Requires GPU

Unavailable

Radiology

Pneumonia MobileNetV3 Tiny

MobileNetV3-small chest X-ray pneumonia classifier.

Model: yashshinde0080/mobilenetv3_small_100.lamb_in1k-finetuned-chest_xray-pneumonia
Dataset: Kaggle: Chest X-Ray Images (Pneumonia)

Available

Open →

Radiology

Pneumonia EfficientNet-B0

EfficientNet-B0 chest X-ray pneumonia classifier.

Model: yashshinde0080/efficientnet-b0-finetuned-chest-xray-pneumonia
Dataset: Kaggle: Chest X-Ray Images (Pneumonia)

Available

Open →

Radiology

Chest X-ray YOLOv8n

YOLOv8n chest X-ray classifier from Hugging Face.

Model: keremberke/yolov8n-chest-xray-classification
Dataset: HF dataset: keremberke/chest-xray-classification

Not available

Requires GPU

Unavailable

Radiology

Chest Multi-Disease MobileViT

MobileViT-small chest X-ray classifier for pneumonia, COVID, TB, and related labels.

Model: Jesteban247/mobilevit_small-chest_xray
Dataset: Kaggle: COVID-19 Radiography Database

Available

Open →

Radiology

TB X-ray Screener

Tuberculosis screening classifier for chest X-ray images.

Model: runaksh/chest_xray_tuberculosis_detection
Dataset: Kaggle: Tuberculosis (TB) Chest X-ray Database

Not available

Requires GPU

Unavailable

Radiology

COVID/Pneumonia X-ray Tiny CNN

Custom tiny CNN or MobileNet recipe for COVID and pneumonia CXR screening.

Model: Tiny CNN / MobileNet training recipe
Dataset: Kaggle: COVID-19 Radiography Database

Not available

Requires GPU

Unavailable

Radiology

Lung Cancer CT Swin-Tiny

Swin-Tiny CT chest classifier flagging lung-cancer-positive vs negative scans.

Model: oohtmeel/swin-tiny-patch4-finetuned-lung-cancer-ct-scans
Dataset: Kaggle: Chest CT-Scan images

Not available

Requires GPU

Unavailable

Radiology

COVID CXR ConvNeXt

ConvNeXt chest X-ray classifier screening for COVID-19 lung changes.

Model: Waleed-bin-Qamar/ConvNext-For-Covid-Classification-30EP-BS64
Dataset: Kaggle: COVID-19 Radiography Database

Not available

Requires GPU

Unavailable

Radiology

Kidney CT EfficientNet-B3

EfficientNet-B3 renal CT classifier for Bosniak cyst grading and normal kidney.

Model: Haaaaaaaaaax/google-efficientnet-b3-finetuned-kidney_v4
Dataset: Kaggle: CT Kidney (Normal, Cyst, Tumor, Stone)

Available

Open →

Radiology

Liver Tumor ConvNeXt-Tiny

ConvNeXt-Tiny liver imaging classifier flagging tumor-present vs absent.

Model: SofiaVouzika/convnext-tiny-finetuned-Liver_Tumor
Dataset: Liver tumor imaging dataset

Not available

Requires GPU

Unavailable

Radiology

Thyroid Ultrasound EfficientNet

EfficientNet thyroid ultrasound classifier for benign, malignant, or normal nodules.

Model: agent593/Thyroid-Ultrasound-Image-Classification-EfficientNetModel
Dataset: Thyroid ultrasound image dataset

Available

Open →

Ophthalmology

Diabetic Retinopathy MobileNetV2

MobileNetV2 diabetic retinopathy classifier for fundus images.

Model: Aditya-Sai-19/diabetic-retinopathy-detection
Dataset: Kaggle: APTOS 2019 Blindness Detection

Available

Open →

Ophthalmology

Retinopathy MobileNetV3

MobileNetV3 diabetic retinopathy model from Hugging Face.

Model: Aniket-1234/mobilenetv3-diabetic-retinopathy
Dataset: Kaggle: APTOS 2019 Blindness Detection

Not available

Requires GPU

Unavailable

Ophthalmology

Retinopathy MobileNetV2 Alt

Alternate MobileNetV2 retinopathy classifier.

Model: EscvNcl/MobileNet-V2-Retinopathy
Dataset: Kaggle: Diabetic Retinopathy 224x224 Gaussian Filtered

Available

Open →

Ophthalmology

Retinopathy EfficientNet-B0

EfficientNet-B0 diabetic retinopathy screening model.

Model: Ahmed-Selem/Shifaa-Diabetic-Retinopathy-EfficientNetB0
Dataset: Kaggle: APTOS 2019 Blindness Detection

Not available

Requires GPU

Unavailable

Ophthalmology

Glaucoma SwinV2

SwinV2 fundus classifier flagging glaucomatous vs non-glaucomatous discs.

Model: DHEIVER/Modelo-de-Classificacao-de-Glaucoma
Dataset: Fundus glaucoma image dataset

Not available

Requires GPU

Unavailable

Cardiology

ECG Image Classifier

Swin-tiny classifier for ECG graph/report images.

Model: gianlab/swin-tiny-patch4-window7-224-finetuned-ecg-classification
Dataset: Model card imagefolder source

Not available

Requires GPU

Unavailable

Cardiology

ECG Report OCR Screener

OCR and rule engine for structured values printed on ECG reports.

Model: OCR + clinical threshold rules
Dataset: Rule-based workflow; no model dataset

Not available

Requires GPU

Unavailable

Cardiology

Heart Report Risk Flagger

OCR plus threshold flags for cardiac report values and abnormal ranges.

Model: OCR + clinical threshold rules
Dataset: Rule-based workflow; no model dataset

Not available

Requires GPU

Unavailable

Pathology

Malaria Cell MobileNetV2

MobileNetV2 malaria screening from blood-smear microscopy images.

Model: Svetozar1993/LocalMedScan-malaria-mobilenetv2
Dataset: Kaggle: Malaria Cell Images Dataset

Not available

Requires GPU

Unavailable

Pathology

Leukemia ConvNeXt Tiny

ConvNeXt-tiny leukemia cell image classifier.

Model: JorgeGIT/finetuned-Leukemia-cell
Dataset: Kaggle: Leukemia Classification

Not available

Requires GPU

Unavailable

Pathology

Leukemia Swin Tiny

Swin-tiny leukemia classifier from Hugging Face.

Model: DouglasBraga/swin-tiny-patch4-window7-224-finetuned-leukemia-08-2024.v1.2
Dataset: Kaggle: Leukemia Classification

Not available

Requires GPU

Unavailable

Pathology

Blood Report OCR Screener

OCR and threshold checks for CBC and blood report photos.

Model: OCR + clinical threshold rules
Dataset: Rule-based workflow; no model dataset

Not available

Requires GPU

Unavailable

Pathology

Lab Risk Flagger

Rule-based CBC, LFT, and KFT value flagging after OCR extraction.

Model: OCR + clinical threshold rules
Dataset: Rule-based workflow; no model dataset

Not available

Requires GPU

Unavailable

Pathology

White Blood Cell ResNet (5-class)

ResNet microscopy classifier across basophil, eosinophil, lymphocyte, monocyte, neutrophil.

Model: CooperAharon/white-blood-cell-classifier
Dataset: Kaggle: Blood Cells

Available

Open →

Neurology

Brain Tumor ResNet18

ResNet18 brain tumor MRI classifier.

Model: Ahmed-Selem/Shifaa-Brain-Tumor-ResNet18
Dataset: Kaggle: Brain MRI Images for Brain Tumor Detection

Not available

Requires GPU

Unavailable

Neurology

Brain Tumor SwinV2 Tiny

SwinV2-tiny brain tumor classifier from Hugging Face.

Model: amjadfqs/swinv2-tiny-patch4-window8-256-finetuned-brain-tumor
Dataset: Kaggle: Brain MRI Images for Brain Tumor Detection

Not available

Requires GPU

Unavailable

Neurology

Brain Tumor Swin Tiny

Swin-tiny brain tumor image classifier.

Model: krishna-exe/brain-tumor-classification
Dataset: Kaggle: Brain MRI Images for Brain Tumor Detection

Not available

Requires GPU

Unavailable

Neurology

Alzheimer MRI Classifier

Backend ViT-style MRI classifier recipe for Alzheimer stage screening.

Model: ViT-style training recipe
Dataset: Kaggle: Alzheimer MRI Preprocessed Dataset

Not available

Requires GPU

Unavailable

Neurology

Brain Tumor Swin (4-class)

Swin brain MRI classifier across glioma, meningioma, pituitary, and no-tumor.

Model: Devarshi/Brain_Tumor_Classification
Dataset: Kaggle: Brain Tumor Classification (MRI)

Not available

Requires GPU

Unavailable

Neurology

Alzheimer MRI ResNet

ResNet brain MRI classifier staging Alzheimer dementia severity.

Model: evanrsl/resnet-Alzheimer
Dataset: Kaggle: Alzheimer MRI Preprocessed Dataset

Not available

Requires GPU

Unavailable

Dentistry / Oral Health

Teeth & Gum Photo Checker

SigLIP2 oral health image classifier for tooth and gum conditions.

Model: prithivMLmods/tooth-agenesis-siglip2
Dataset: HF dataset: strangerguardhf/Tooth-Agenesis-6_Types

Not available

Requires GPU

Unavailable

Dentistry / Oral Health

Calculus MobileNetV3 Screener

Train a MobileNetV3-small classifier for dental calculus screening.

Model: MobileNetV3-small training recipe
Dataset: HF dataset: strangerguardhf/Tooth-Agenesis-6_Types

Not available

Requires GPU

Unavailable

Dentistry / Oral Health

Mouth Ulcer / Oral Lesion Screener

MobileNetV3 or EfficientNet-Lite recipe for oral lesion photos.

Model: MobileNetV3 / EfficientNet-Lite training recipe
Dataset: HF dataset: strangerguardhf/Tooth-Agenesis-6_Types

Not available

Requires GPU

Unavailable

Dentistry / Oral Health

Dental X-ray Caries Screener

Lightweight CNN or MobileNet recipe for dental X-ray caries screening.

Model: Lightweight CNN / MobileNet training recipe
Dataset: Dataset source pending

Not available

Requires GPU

Unavailable

Wound Care / Podiatry

Wound Type Classifier

MobileNetV3 or YOLO-nano recipe for wound photo classification.

Model: MobileNetV3 / YOLO-nano training recipe
Dataset: Kaggle: Collected and Categorized Wound Images Dataset

Not available

Requires GPU

Unavailable

Wound Care / Podiatry

Diabetic Foot Ulcer Screener

HF diabetic foot ulcer image classifier or custom MobileNet alternative.

Model: dqnguyen/Diabetic_Foot_Ulcer_Image_Classification
Dataset: Model card source

Not available

Requires GPU

Unavailable

Wound Care / Podiatry

Wound Boundary Segmenter

YOLO-nano segmentation recipe for wound boundary estimation.

Model: YOLO-nano segmentation training recipe
Dataset: Kaggle: Collected and Categorized Wound Images Dataset

Not available

Requires GPU

Unavailable

Wound Care / Podiatry

Infection Risk Visual Flagger

Small CNN plus rule flags for visual infection risk cues.

Model: Small CNN + visual rules training recipe
Dataset: Kaggle: Collected and Categorized Wound Images Dataset

Not available

Requires GPU

Unavailable

ENT / Otoscopy

Ear Infection Image Screener

Small CNN or MobileNetV3 recipe for otoscope infection screening.

Model: Small CNN / MobileNetV3 training recipe
Dataset: GitHub: Sumotosima / OCASD otoscopy dataset

Not available

Requires GPU

Unavailable

ENT / Otoscopy

Eardrum Perforation Screener

MobileNetV3 or EfficientNet-Lite recipe for eardrum perforation screening.

Model: MobileNetV3 / EfficientNet-Lite training recipe
Dataset: GitHub: Sumotosima / OCASD otoscopy dataset

Not available

Requires GPU

Unavailable

ENT / Otoscopy

Otoscopy Classifier

ResNet18 or small CNN recipe for general otoscopy image classification.

Model: ResNet18 / small CNN training recipe
Dataset: GitHub: Sumotosima / OCASD otoscopy dataset

Not available

Requires GPU

Unavailable