| 2026 | EDBT | Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification. | Maira Aracne, Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano |
| 2025 | ADBIS | Underrepresentation of Dark Skin Tone in Skin Lesion Datasets: The Role of the Explainable Techniques in Assessing the Bias. | Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese |
| 2025 | ICCS | Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images. | Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese, Caterina Arlia |
| 2023 | IDEAS | On Detection of Diabetic Retinopathy via Multiple Instance Learning. | Matteo Avolio, Antonio Fuduli, Eugenio Vocaturo, Ester Zumpano |
| 2022 | ISCC | Poster SIMPATICO 3D. | Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Giuseppe Lucio Cascini, Francesco Dattola, Ivana Pellegrino, Miriam Iusi, Pierangelo Veltri, Eugenio Vocaturo |
| 2021 | CHASE | Diabetic Retinopathy Images Classification via Multiple Instance Learning. | Eugenio Vocaturo, Ester Zumpano |
| 2021 | IDEAS | Viral pneumonia images classification by Multiple Instance Learning: preliminary results. | Ester Zumpano, Antonio Fuduli, Eugenio Vocaturo, Matteo Avolio |
| 2020 | ECAI | Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches. | Eugenio Vocaturo, Ester Zumpano |
| 2020 | ICMLA | Multiple Instance Learning approaches for Melanoma and Dysplastic Nevi images classification. | Eugenio Vocaturo, Ester Zumpano |
| 2020 | IDEAS | DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi. | Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico |
| 2019 | FQAS | On the Usefulness of Pre-Processing Step in Melanoma Detection Using Multiple Instance Learning. | Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri |
| 2019 | IIWAS | SIMPATICO 3D Mobile for Diagnostic Procedures. | Ester Zumpano, Pasquale Iaquinta, Luciano Caroprese, Francesco Dattola, Giuseppe Tradigo, Pierangelo Veltri, Eugenio Vocaturo |
| 2019 | IDEAS | On discovering relevant features for tongue colored image analysis. | Eugenio Vocaturo, Ester Zumpano, Pierangelo Veltri |
| 2018 | IDEAS | A Multiple Instance Learning Algorithm for Color Images Classification. | Annabella Astorino, Antonio Fuduli, Manlio Gaudioso, Eugenio Vocaturo |
| 2017 | FNC | On the use of Networks in Biomedicine. | Eugenio Vocaturo, Pierangelo Veltri |